chore: 添加 OpenWolf 上下文管理及 PG 序列修复脚本

.wolf/OPENWOLF.md

@@ -0,0 +1,135 @@
+# OpenWolf Operating Protocol
+
+You are working in an OpenWolf-managed project. These rules apply every turn.
+
+## File Navigation
+
+1. Check `.wolf/anatomy.md` BEFORE reading any file. It has a 2-3 line description and token estimate for every file in the project.
+2. If the description in anatomy.md is sufficient for your task, do NOT read the full file.
+3. If a file is not in anatomy.md, search with Grep/Glob, then update anatomy.md with the new entry.
+
+## Code Generation
+
+1. Before generating code, read `.wolf/cerebrum.md` and respect every entry.
+2. Check the `## Do-Not-Repeat` section — these are past mistakes that must not recur.
+3. Follow all conventions in `## Key Learnings` and `## User Preferences`.
+
+## After Actions
+
+1. After every significant action, append a one-line entry to `.wolf/memory.md`:
+   `| HH:MM | description | file(s) | outcome | ~tokens |`
+2. After creating, deleting, or renaming files: update `.wolf/anatomy.md`.
+
+## Cerebrum Learning (MANDATORY — every session)
+
+OpenWolf's value comes from learning across sessions. You MUST update `.wolf/cerebrum.md` whenever you learn something useful. This is not optional.
+
+**Update `## User Preferences` when the user:**
+- Corrects your approach ("no, do it this way instead")
+- Expresses a style preference (naming, structure, formatting)
+- Shows a preferred workflow or tool choice
+- Rejects a suggestion — record what they preferred instead
+- Asks for more/less detail, verbosity, explanation
+
+**Update `## Key Learnings` when you discover:**
+- A project convention not obvious from the code (e.g., "tests go in __tests__/ not test/")
+- A framework-specific pattern this project uses
+- An API behavior that surprised you
+- A dependency quirk or version constraint
+- How modules connect or data flows through the system
+
+**Update `## Do-Not-Repeat` (with date) when:**
+- The user corrects a mistake you made
+- You try something that fails and find the right approach
+- You discover a gotcha that would trip up a fresh session
+
+**Update `## Decision Log` when:**
+- A significant architectural or technical choice is made
+- The user explains why they chose approach A over B
+- A trade-off is explicitly discussed
+
+**The bar is LOW.** If in doubt, add it. A cerebrum entry that's slightly redundant costs nothing. A missing entry means the next session repeats the same discovery process.
+
+## Bug Logging (MANDATORY)
+
+**Log a bug to `.wolf/buglog.json` whenever ANY of these happen:**
+- The user reports an error, bug, or problem
+- A test fails or a command produces an error
+- You fix something that was broken
+- You edit a file more than twice to get it right
+- An import, module, or dependency is missing or wrong
+- A runtime error, type error, or syntax error occurs
+- A build or lint command fails
+- A feature doesn't work as expected
+- You change error handling, try/catch blocks, or validation logic
+- The user says something "doesn't work", "is broken", or "shows wrong X"
+
+**Before fixing:** Read `.wolf/buglog.json` first — the fix may already be known.
+
+**After fixing:** ALWAYS append to `.wolf/buglog.json` with this structure:
+```json
+{
+  "id": "bug-NNN",
+  "timestamp": "ISO date",
+  "error_message": "exact error or user complaint",
+  "file": "file that was fixed",
+  "root_cause": "why it broke",
+  "fix": "what you changed to fix it",
+  "tags": ["relevant", "keywords"],
+  "related_bugs": [],
+  "occurrences": 1,
+  "last_seen": "ISO date"
+}
+```
+
+**The threshold is LOW.** When in doubt, log it. A false positive in the bug log costs nothing. A missed bug means repeating the same mistake later.
+
+## Token Discipline
+
+- Never re-read a file already read this session unless it was modified since.
+- Prefer anatomy.md descriptions over full file reads when possible.
+- Prefer targeted Grep over full file reads when searching for specific code.
+- If appending to a file, do not read the entire file first.
+
+## Design QC
+
+When the user asks you to check, evaluate, or improve the design/UI of their app:
+
+1. Run `openwolf designqc` via Bash to capture screenshots.
+   - The command auto-detects a running dev server, or starts one from package.json if needed
+   - Use `--url <url>` only if auto-detection fails
+   - The command saves compressed JPEG screenshots to `.wolf/designqc-captures/`
+   - Full pages are captured as sectioned viewport-height images (top, section2, ..., bottom)
+2. Read the captured screenshot images from `.wolf/designqc-captures/` using the Read tool.
+3. Evaluate the design against modern standards (Shadcn UI, Tailwind, clean React patterns):
+   - Spacing and whitespace consistency
+   - Typography hierarchy and readability
+   - Color contrast and accessibility (WCAG)
+   - Visual hierarchy and focal points
+   - Component consistency
+   - Whether the design looks "dull" or "white-coded" (generic, no personality)
+4. Provide specific, actionable feedback with fix suggestions.
+5. If the user approves, implement the fixes directly in their code.
+6. After fixes, re-run `openwolf designqc` to capture new screenshots and verify improvement.
+
+**Token awareness:** Each screenshot costs ~2500 tokens. The command compresses images (JPEG quality 70, max width 1200px) to minimize cost. For large apps, use `--routes / /specific-page` to limit captures.
+
+## Reframe — UI Framework Selection
+
+When the user asks to change, pick, migrate, or "reframe" their project's UI framework:
+
+1. Read `.wolf/reframe-frameworks.md` for the full framework knowledge base.
+2. Ask the user the decision questions from the file (current stack, priority, Tailwind usage, theme preference, app type). Stop early once the choice narrows to 1-2 options.
+3. Present a recommendation with reasoning based on the comparison matrix.
+4. Once the user confirms, use the selected framework's prompt from the file — **adapted to the actual project** using `.wolf/anatomy.md` for real file paths, routes, and components.
+5. Execute the migration: install dependencies, update config, refactor components.
+6. After migration, run `openwolf designqc` to verify the new look.
+
+**Do NOT read the entire reframe-frameworks.md into context upfront.** Read the decision questions and comparison matrix first (~50 lines). Only read the specific framework's prompt section after the user chooses.
+
+## Session End
+
+Before ending or when asked to wrap up:
+
+1. Write a session summary to `.wolf/memory.md`.
+2. Review the session: did you learn anything? Did the user correct you? Did you fix a bug? If yes, update `.wolf/cerebrum.md` and/or `.wolf/buglog.json`.

.wolf/anatomy.md

@@ -0,0 +1,813 @@
+# anatomy.md
+
+> Auto-maintained by OpenWolf. Last scanned: 2026-05-25T03:57:19.497Z
+> Files: 548 tracked | Anatomy hits: 0 | Misses: 0
+
+## ./
+
+- `_check_pg.py` (~171 tok)
+- `_check_schema.py` (~101 tok)
+- `_check_sqlite.py` (~98 tok)
+- `.dockerignore` — Docker ignore rules (~52 tok)
+- `.gitattributes` — Git attributes (~55 tok)
+- `.gitignore` — Git ignore rules (~60 tok)
+- `.python-version` (~2 tok)
+- `CLAUDE.md` — OpenWolf (~1291 tok)
+- `create_admin.py` (~118 tok)
+- `DEPLOY.md` — Docker 部署文档 (~901 tok)
+- `docker-compose.dev.yml` — Docker Compose: 1 services (~57 tok)
+- `docker-compose.yml` — Docker Compose services (~517 tok)
+- `Dockerfile` — Docker container definition (~232 tok)
+- `dump_pg_to_sql.py` — AND: sql_escape_string, dump (~1702 tok)
+- `entrypoint.sh` (~81 tok)
+- `fix_column.py` (~97 tok)
+- `fix_pg_sequences.py` — fix_sequences (~675 tok)
+- `init_db.py` — init_db (~386 tok)
+- `migrate_db.py` — migrate (~485 tok)
+- `migrate_sqlite_to_pg.py` — get_sqlite_tables, get_sqlite_data, quote_identifier, migrate (~1738 tok)
+- `migrate.sql` — AI LiaoWang Web App 数据库迁移脚本 (~1180 tok)
+- `pyproject.toml` — Python project configuration (~205 tok)
+- `README.md` — Project documentation (~728 tok)
+- `requirements-docker-clean.txt` (~562 tok)
+- `requirements-docker.txt` — This file was autogenerated by uv via the following command: (~1574 tok)
+- `run.py` — 加载 .env 文件（在 create_app 之前） (~135 tok)
+- `test_db.py` — Test file (~183 tok)
+
+## .claude/
+
+- `settings.json` (~462 tok)
+
+## .claude/rules/
+
+- `openwolf.md` (~313 tok)
+
+## .venv/
+
+- `.gitignore` — Git ignore rules (~1 tok)
+- `.lock` (~0 tok)
+- `CACHEDIR.TAG` (~12 tok)
+- `pyvenv.cfg` (~55 tok)
+
+## .venv/Lib/site-packages/
+
+- `_brotli.cp311-win_amd64.pyd` (~223841 tok)
+- `_cffi_backend.cp311-win_amd64.pyd` (~47365 tok)
+- `_virtualenv.pth` (~5 tok)
+- `_virtualenv.py` — Patches that are applied at runtime to the virtual environment. (~1241 tok)
+- `81d243bd2c585b0f4821__mypyc.cp311-win_amd64.pyd` (~57119 tok)
+- `brotli.py` — Functions to compress and decompress data using the Brotli library. (~580 tok)
+- `rank_bm25.py` — BM25: get_scores, get_batch_scores, get_top_n, get_scores + 7 more (~2697 tok)
+- `scipy-1.17.1-cp311-cp311-win_amd64.whl` (~0 tok)
+- `typing_extensions.py` — _Sentinel: final, done, done, disjoint_base + 1 more (~45837 tok)
+
+## .venv/Lib/site-packages/_yaml/
+
+- `__init__.py` — This is a stub package designed to roughly emulate the _yaml (~401 tok)
+
+## .venv/Lib/site-packages/aiofiles-25.1.0.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` — Declares to (~1678 tok)
+- `RECORD` (~373 tok)
+- `REQUESTED` (~0 tok)
+- `WHEEL` (~24 tok)
+
+## .venv/Lib/site-packages/aiofiles-25.1.0.dist-info/licenses/
+
+- `LICENSE` — Project license (~3020 tok)
+- `NOTICE` (~15 tok)
+
+## .venv/Lib/site-packages/aiofiles/
+
+- `__init__.py` — Utilities for asyncio-friendly file handling. (~99 tok)
+- `base.py` — AsyncBase: wrap, run (~585 tok)
+- `os.py` — Async executor versions of file functions from the os module. (~308 tok)
+- `ospath.py` — Async executor versions of file functions from the os.path module. (~194 tok)
+
+## .venv/Lib/site-packages/aiofiles/tempfile/
+
+- `__init__.py` — AiofilesContextManagerTempDir: NamedTemporaryFile, NamedTemporaryFile, TemporaryFile, SpooledTemporaryFile + 2 more (~2917 tok)
+- `temptypes.py` — Async wrappers for spooled temp files and temp directory objects (~582 tok)
+
+## .venv/Lib/site-packages/aiofiles/threadpool/
+
+- `__init__.py` — Handle files using a thread pool executor. (~898 tok)
+- `binary.py` — Declares AsyncBufferedIOBase (~662 tok)
+- `text.py` — Declares AsyncTextIOWrapper (~350 tok)
+- `utils.py` — delegate_to_executor, cls_builder, proxy_method_directly, cls_builder + 8 more (~529 tok)
+
+## .venv/Lib/site-packages/aiohappyeyeballs-2.6.1.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `LICENSE` — Project license (~3717 tok)
+- `METADATA` (~1578 tok)
+- `RECORD` (~272 tok)
+- `REQUESTED` (~0 tok)
+- `WHEEL` (~24 tok)
+
+## .venv/Lib/site-packages/aiohappyeyeballs/
+
+- `__init__.py` (~104 tok)
+- `_staggered.py` — PY3.9: Import Callable from typing until we drop Python 3.9 support (~1972 tok)
+- `impl.py` — Base implementation. (~2766 tok)
+- `py.typed` (~0 tok)
+- `types.py` — Types for aiohappyeyeballs. (~122 tok)
+- `utils.py` — Utility functions for aiohappyeyeballs. (~866 tok)
+
+## .venv/Lib/site-packages/aiohttp-3.13.5.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` — Declares html (~2241 tok)
+- `RECORD` (~1853 tok)
+- `REQUESTED` (~0 tok)
+- `top_level.txt` (~2 tok)
+- `WHEEL` (~27 tok)
+
+## .venv/Lib/site-packages/aiohttp-3.13.5.dist-info/licenses/
+
+- `LICENSE.txt` (~151 tok)
+
+## .venv/Lib/site-packages/aiohttp-3.13.5.dist-info/licenses/vendor/llhttp/
+
+- `LICENSE` — Project license (~301 tok)
+
+## .venv/Lib/site-packages/aiohttp/
+
+- `__init__.py` — Declares as (~2452 tok)
+- `_cookie_helpers.py` — preserve_morsel_with_coded_value, parse_cookie_header, parse_set_cookie_headers (~4000 tok)
+- `_cparser.pxd` — Declares char (~1188 tok)
+- `_find_header.pxd` (~19 tok)
+- `_headers.pxi` — The file is autogenerated from aiohttp/hdrs.py (~558 tok)
+- `_http_parser.cp311-win_amd64.pyd` (~66618 tok)
+- `_http_parser.pyx` — Based on https://github.com/MagicStack/httptools (~8243 tok)
+- `_http_writer.cp311-win_amd64.pyd` (~12063 tok)
+- `_http_writer.pyx` (~1294 tok)
+- `abc.py` — AbstractRouter: post_init, frozen, freeze, resolve + 25 more (~2120 tok)
+- `base_protocol.py` — BaseProtocol: connected, writing_paused, pause_writing, resume_writing + 4 more (~893 tok)
+- `client_exceptions.py` — HTTP related errors. (~3479 tok)
+- `client_middleware_digest_auth.py` — DigestAuthChallenge: escape_quotes, unescape_quotes, parse_header_pairs, H + 1 more (~5178 tok)
+- `client_middlewares.py` — Client middleware support. (~564 tok)
+- `client_proto.py` — ResponseHandler: closed, upgraded, should_close, force_close + 14 more (~3583 tok)
+- `client_reqrep.py` — ContentDisposition: fingerprint, check, cookies (~15694 tok)
+- `client_ws.py` — WebSocket client for asyncio. (~4440 tok)
+- `client.py` — HTTP Client for asyncio. (~17269 tok)
+- `compression_utils.py` — ZLibCompressObjProtocol: compress, flush, decompress, flush + 29 more (~3454 tok)
+- `connector.py` — _DeprecationWaiter: loop, transport, protocol, add_callback + 6 more (~20371 tok)
+- `cookiejar.py` — CookieJar: quote_cookie, save, load, clear + 3 more (~5556 tok)
+- `formdata.py` — FormData: is_multipart, add_field, add_fields (~1946 tok)
+- `hdrs.py` — HTTP Headers constants. (~1495 tok)
+- `helpers.py` — Various helper functions (~9033 tok)
+- `http_exceptions.py` — Low-level http related exceptions. (~915 tok)
+- `http_parser.py` — RawRequestMessage: parse_headers, parse_message, feed_eof, feed_data + 1 more (~11885 tok)
+- `http_websocket.py` — WebSocket protocol versions 13 and 8. (~251 tok)
+- `http_writer.py` — Http related parsers and protocol. (~3682 tok)
+- `http.py` (~547 tok)
+- `log.py` (~96 tok)
+- `multipart.py` — BadContentDispositionHeader: parse_content_disposition, is_token, is_quoted, is_rfc5987 + 10 more (~12577 tok)
+- `payload_streamer.py` — _stream_wrapper: file_sender, write, decode, write (~654 tok)
+- `payload.py` — LookupError: get_payload, register_payload, get, register + 13 more (~11999 tok)
+- `py.typed` (~3 tok)
+- `pytest_plugin.py` — AiohttpClient: pytest_addoption, pytest_fixture_setup, wrapper, finalizer + 21 more (~3813 tok)
+- `resolver.py` — ThreadedResolver: resolve, close, resolve, close + 2 more (~2945 tok)
+- `streams.py` — EofStream: iter_chunked, iter_any, iter_chunks, get_read_buffer_limits + 14 more (~7052 tok)
+- `tcp_helpers.py` — Helper methods to tune a TCP connection (~286 tok)
+- `test_utils.py` — Utilities shared by tests. (~6831 tok)
+- `tracing.py` — TraceConfig: trace_config_ctx, freeze, on_request_start, on_request_chunk_sent + 20 more (~4290 tok)
+- `typedefs.py` — Declares Middleware (~494 tok)
+- `web_app.py` — View: get, get, get, get (~5735 tok)
+- `web_exceptions.py` — NotAppKeyWarning: link (~3129 tok)
+- `web_fileresponse.py` — _FileResponseResult: prepare (~4798 tok)
+- `web_log.py` — AccessLogger: compile_format, enabled, log (~2531 tok)
+- `web_middlewares.py` — middleware, normalize_path_middleware, impl, impl (~1225 tok)
+- `web_protocol.py` — RequestPayloadError: ssl_context, peername, keepalive_timeout, shutdown + 3 more (~8003 tok)
+- `web_request.py` — FileField: clone, task, protocol, transport + 7 more (~8953 tok)
+- `web_response.py` — ContentCoding: prepared, task, status, chunked + 22 more (~8635 tok)
+- `web_routedef.py` — View: get, post, put, patch, delete, get, post, put, patch, delete (~1807 tok)
+- `web_runner.py` — GracefulExit: name, start, stop, name + 16 more (~3482 tok)
+- `web_server.py` — Low level HTTP server. (~850 tok)
+- `web_urldispatcher.py` — _InfoDict: import, name, canonical, url_for + 29 more (~13092 tok)
+- `web_ws.py` — WebSocketReady: prepare (~6677 tok)
+- `web.py` — import (~5270 tok)
+- `worker.py` — Async gunicorn worker for aiohttp.web (~2460 tok)
+
+## .venv/Lib/site-packages/aiohttp/.hash/
+
+- `_cparser.pxd.hash` (~29 tok)
+- `_find_header.pxd.hash` (~30 tok)
+- `_http_parser.pyx.hash` (~30 tok)
+- `_http_writer.pyx.hash` (~30 tok)
+- `hdrs.py.hash` (~28 tok)
+
+## .venv/Lib/site-packages/aiohttp/_websocket/
+
+- `__init__.py` — WebSocket protocol versions 13 and 8. (~13 tok)
+- `helpers.py` — Helpers for WebSocket protocol versions 13 and 8. (~1482 tok)
+- `mask.cp311-win_amd64.pyd` (~9639 tok)
+- `mask.pxd` (~31 tok)
+- `mask.pyx` — from cpython cimport PyByteArray_AsString # cython still not exports that (~386 tok)
+- `models.py` — Models for WebSocket protocol versions 13 and 8. (~630 tok)
+- `reader_c.cp311-win_amd64.pyd` (~38798 tok)
+- `reader_c.pxd` — Declares WebSocketDataQueue (~730 tok)
+- `reader_c.py` — Reader for WebSocket protocol versions 13 and 8. (~5528 tok)
+- `reader_py.py` — Reader for WebSocket protocol versions 13 and 8. (~5528 tok)
+- `reader.py` — Reader for WebSocket protocol versions 13 and 8. (~304 tok)
+- `writer.py` — WebSocket protocol versions 13 and 8. (~3293 tok)
+
+## .venv/Lib/site-packages/aiohttp/_websocket/.hash/
+
+- `mask.pxd.hash` (~31 tok)
+- `mask.pyx.hash` (~31 tok)
+- `reader_c.pxd.hash` (~32 tok)
+
+## .venv/Lib/site-packages/aiosignal-1.4.0.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` (~977 tok)
+- `RECORD` (~196 tok)
+- `REQUESTED` (~0 tok)
+- `top_level.txt` (~3 tok)
+- `WHEEL` (~25 tok)
+
+## .venv/Lib/site-packages/aiosignal-1.4.0.dist-info/licenses/
+
+- `LICENSE` — Project license (~3022 tok)
+
+## .venv/Lib/site-packages/aiosignal/
+
+- `__init__.py` — Signal: send (~440 tok)
+- `py.typed` (~0 tok)
+
+## .venv/Lib/site-packages/aiosqlite-0.22.1.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` — Declares to (~1150 tok)
+- `RECORD` (~363 tok)
+- `REQUESTED` (~0 tok)
+- `WHEEL` (~22 tok)
+
+## .venv/Lib/site-packages/aiosqlite-0.22.1.dist-info/licenses/
+
+- `LICENSE` — Project license (~286 tok)
+
+## .venv/Lib/site-packages/aiosqlite/
+
+- `__init__.py` — asyncio bridge to the standard sqlite3 module (~254 tok)
+- `__version__.py` (~45 tok)
+- `context.py` — Result: send, throw, close, contextmanager + 1 more (~414 tok)
+- `core.py` — Connection: set_result, set_exception, stop, close_and_stop + 25 more (~4313 tok)
+- `cursor.py` — Cursor: execute, executemany, executescript, fetchone + 11 more (~994 tok)
+- `py.typed` (~0 tok)
+
+## .venv/Lib/site-packages/aiosqlite/tests/
+
+- `__init__.py` (~26 tok)
+- `__main__.py` (~47 tok)
+- `helpers.py` — setup_logger (~207 tok)
+- `perf.py` — PerfTest: timed, wrapper, setUpClass, tearDownClass + 12 more (~2072 tok)
+- `smoke.py` — SmokeTest: setUpClass, setUp, test_connection_await, test_connection_context + 19 more (~5672 tok)
+
+## .venv/Lib/site-packages/alembic-1.18.4.dist-info/
+
+- `entry_points.txt` (~12 tok)
+- `INSTALLER` (~1 tok)
+- `METADATA` (~1925 tok)
+- `RECORD` (~2419 tok)
+- `REQUESTED` (~0 tok)
+- `top_level.txt` (~2 tok)
+- `WHEEL` (~25 tok)
+
+## .venv/Lib/site-packages/alembic-1.18.4.dist-info/licenses/
+
+- `LICENSE` — Project license (~283 tok)
+
+## .venv/Lib/site-packages/alembic/
+
+- `__init__.py` (~27 tok)
+- `__main__.py` (~23 tok)
+- `command.py` — mypy: allow-untyped-defs, allow-untyped-calls (~7228 tok)
+- `config.py` — URL configuration (~9996 tok)
+- `context.py` — create proxy functions for (~56 tok)
+- `context.pyi` — ### this file stubs are generated by tools/write_pyi.py - do not edit ### (~8675 tok)
+- `environment.py` (~13 tok)
+- `migration.py` (~12 tok)
+- `op.py` — create proxy functions for (~48 tok)
+- `op.pyi` — ### this file stubs are generated by tools/write_pyi.py - do not edit ### (~14226 tok)
+- `py.typed` (~0 tok)
+
+## .venv/Lib/site-packages/alembic/autogenerate/
+
+- `__init__.py` (~156 tok)
+- `api.py` — SQLAlchemy: AutogenContext (~6509 tok)
+- `render.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~10649 tok)
+- `rewriter.py` — Rewriter: chain, add_column_nullable, add_column_idx, rewrites + 2 more (~2233 tok)
+
+## .venv/Lib/site-packages/alembic/autogenerate/compare/
+
+- `__init__.py` (~517 tok)
+- `comments.py` — setup (~924 tok)
+- `constraints.py` — mypy: allow-untyped-defs, allow-untyped-calls, allow-incomplete-defs (~7974 tok)
+- `schema.py` — mypy: allow-untyped-calls (~485 tok)
+- `server_defaults.py` — setup (~3084 tok)
+- `tables.py` — mypy: allow-untyped-calls (~3032 tok)
+- `types.py` — setup (~1145 tok)
+- `util.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~2721 tok)
+
+## .venv/Lib/site-packages/alembic/ddl/
+
+- `__init__.py` (~44 tok)
+- `_autogen.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~2650 tok)
+- `base.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~3422 tok)
+- `impl.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~8965 tok)
+- `mssql.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~4971 tok)
+- `mysql.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~5274 tok)
+- `oracle.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~1784 tok)
+- `postgresql.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~8691 tok)
+- `sqlite.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~2291 tok)
+
+## .venv/Lib/site-packages/alembic/operations/
+
+- `__init__.py` (~91 tok)
+- `base.py` — mypy: allow-untyped-calls (~22410 tok)
+- `batch.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~7700 tok)
+- `ops.py` — MigrateOperation: info, reverse, to_diff_tuple, constraint_type + 16 more (~28379 tok)
+- `schemaobj.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~2706 tok)
+- `toimpl.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~2419 tok)
+
+## .venv/Lib/site-packages/alembic/runtime/
+
+- `__init__.py` (~0 tok)
+- `environment.py` — EnvironmentContext: my_function, is_offline_mode, is_transactional_ddl, requires_connection + 9 more (~12115 tok)
+- `migration.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~13837 tok)
+- `plugins.py` — Plugin: remove, add_autogenerate_comparator, populate_autogenerate_priority_dispatch, setup_plugin_from_module (~1631 tok)
+
+## .venv/Lib/site-packages/alembic/script/
+
+- `__init__.py` (~29 tok)
+- `base.py` — URL configuration (~10486 tok)
+- `revision.py` — _CollectRevisionsProtocol: heads, bases (~17804 tok)
+- `write_hooks.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~1534 tok)
+
+## .venv/Lib/site-packages/alembic/templates/async/
+
+- `alembic.ini.mako` — A generic, single database configuration. (~1336 tok)
+- `env.py` — this is the Alembic Config object, which provides (~683 tok)
+- `README` (~16 tok)
+- `script.py.mako` (~188 tok)
+
+## .venv/Lib/site-packages/alembic/templates/generic/
+
+- `alembic.ini.mako` — A generic, single database configuration. (~1336 tok)
+- `env.py` — this is the Alembic Config object, which provides (~601 tok)
+- `README` (~11 tok)
+- `script.py.mako` (~188 tok)
+
+## .venv/Lib/site-packages/alembic/templates/multidb/
+
+- `alembic.ini.mako` — a multi-database configuration. (~1423 tok)
+- `env.py` — run_migrations_offline, run_migrations_online (~1209 tok)
+- `README` (~162 tok)
+- `script.py.mako` (~330 tok)
+
+## .venv/Lib/site-packages/alembic/templates/pyproject/
+
+- `alembic.ini.mako` — A generic, single database configuration. (~209 tok)
+- `env.py` — this is the Alembic Config object, which provides (~601 tok)
+- `pyproject.toml.mako` (~800 tok)
+- `README` (~16 tok)
+- `script.py.mako` (~188 tok)
+
+## .venv/Lib/site-packages/alembic/templates/pyproject_async/
+
+- `alembic.ini.mako` — A generic, single database configuration. (~209 tok)
+- `env.py` — this is the Alembic Config object, which provides (~683 tok)
+- `pyproject.toml.mako` (~800 tok)
+- `README` (~12 tok)
+- `script.py.mako` (~188 tok)
+
+## .venv/Lib/site-packages/alembic/testing/
+
+- `__init__.py` (~371 tok)
+- `assertions.py` — _ErrorContainer: assert_raises, assert_raises_context_ok, assert_raises_message, assert_raises_message_context_ok + 9 more (~1527 tok)
+- `env.py` — URL configuration (~3472 tok)
+- `fixtures.py` — SQLAlchemy: TestBase (~3409 tok)
+- `requirements.py` — SuiteRequirements: schemas, autocommit_isolation, materialized_views, unique_constraint_reflection + 32 more (~1305 tok)
+- `schemacompare.py` — SQLAlchemy: CompareTable (~1383 tok)
+- `util.py` — testing/util.py (~958 tok)
+- `warnings.py` — testing/warnings.py (~238 tok)
+
+## .venv/Lib/site-packages/alembic/testing/plugin/
+
+- `__init__.py` (~0 tok)
+- `bootstrap.py` (~15 tok)
+
+## .venv/Lib/site-packages/alembic/testing/suite/
+
+- `__init__.py` (~83 tok)
+- `_autogen_fixtures.py` — SQLAlchemy: ModelOne (~4058 tok)
+- `test_autogen_comments.py` — SQLAlchemy: AutogenerateCommentsTest (~1796 tok)
+- `test_autogen_computed.py` — SQLAlchemy: AutogenerateComputedTest (~1302 tok)
+- `test_autogen_diffs.py` — SQLAlchemy: AlterColumnTest (~2399 tok)
+- `test_autogen_fks.py` — SQLAlchemy: AutogenerateForeignKeysTest (~9409 tok)
+- `test_autogen_identity.py` — SQLAlchemy: AutogenerateIdentityTest (~1664 tok)
+- `test_environment.py` — Tests: proxy_transaction_rollback, proxy_transaction_commit, proxy_transaction_contextmanager_commit, proxy_transaction_contextmanager_rollback + 1... (~3394 tok)
+- `test_op.py` — Test against the builders in the op.* module. (~384 tok)
+
+## .venv/Lib/site-packages/alembic/util/
+
+- `__init__.py` (~508 tok)
+- `compat.py` — mypy: no-warn-unused-ignores (~1089 tok)
+- `editor.py` — open_in_editor (~728 tok)
+- `exc.py` — Declares CommandError (~284 tok)
+- `langhelpers.py` — _ModuleClsMeta: create_module_class_proxy, translate, decorate, rev_id + 13 more (~3762 tok)
+- `messaging.py` — write_outstream, status, err, obfuscate_url_pw + 4 more (~942 tok)
+- `pyfiles.py` — URL configuration (~1345 tok)
+- `sqla_compat.py` — mypy: allow-untyped-defs, allow-incomplete-defs, allow-untyped-calls (~4356 tok)
+
+## .venv/Lib/site-packages/alphashape-1.3.1.dist-info/
+
+- `AUTHORS.rst` (~40 tok)
+- `entry_points.txt` (~13 tok)
+- `INSTALLER` (~1 tok)
+- `LICENSE` — Project license (~288 tok)
+- `METADATA` — Declares is (~5012 tok)
+- `RECORD` (~335 tok)
+- `REQUESTED` (~0 tok)
+- `top_level.txt` (~3 tok)
+- `WHEEL` (~30 tok)
+
+## .venv/Lib/site-packages/alphashape/
+
+- `__init__.py` — Top-level package for Alpha Shape Toolbox. (~132 tok)
+- `_version.py` (~7 tok)
+- `alphashape.py` — circumcenter, circumradius, alphasimplices, alphashape (~1877 tok)
+- `cli.py` — Console script for alphashape. (~990 tok)
+- `optimizealpha.py` — optimizealpha (~1054 tok)
+
+## .venv/Lib/site-packages/annotated_doc-0.0.4.dist-info/
+
+- `entry_points.txt` (~9 tok)
+- `INSTALLER` (~1 tok)
+- `METADATA` — Declares attributes (~1751 tok)
+- `RECORD` (~227 tok)
+- `REQUESTED` (~0 tok)
+- `WHEEL` (~24 tok)
+
+## .venv/Lib/site-packages/annotated_doc-0.0.4.dist-info/licenses/
+
+- `LICENSE` — Project license (~290 tok)
+
+## .venv/Lib/site-packages/annotated_doc/
+
+- `__init__.py` (~15 tok)
+- `main.py` — Doc: hi (~308 tok)
+- `py.typed` (~0 tok)
+
+## .venv/Lib/site-packages/annotated_types-0.7.0.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` — Declares MyClass (~4013 tok)
+- `RECORD` (~207 tok)
+- `REQUESTED` (~0 tok)
+- `WHEEL` (~24 tok)
+
+## .venv/Lib/site-packages/annotated_types-0.7.0.dist-info/licenses/
+
+- `LICENSE` — Project license (~289 tok)
+
+## .venv/Lib/site-packages/annotated_types/
+
+- `__init__.py` — Declares from (~3949 tok)
+- `py.typed` (~0 tok)
+- `test_cases.py` — Test file (~1834 tok)
+
+## .venv/Lib/site-packages/anyio-4.13.0.dist-info/
+
+- `entry_points.txt` (~10 tok)
+- `INSTALLER` (~1 tok)
+- `METADATA` (~1203 tok)
+- `RECORD` (~1093 tok)
+- `REQUESTED` (~0 tok)
+- `top_level.txt` (~2 tok)
+- `WHEEL` (~25 tok)
+
+## .venv/Lib/site-packages/anyio-4.13.0.dist-info/licenses/
+
+- `LICENSE` — Project license (~288 tok)
+
+## .venv/Lib/site-packages/anyio/
+
+- `__init__.py` — Declares as (~1763 tok)
+- `from_thread.py` — _BlockingAsyncContextManager: run, run_sync, run_async_cm, started + 9 more (~5469 tok)
+- `functools.py` — _InitialMissingType: cache_info, cache_parameters, cache_clear, cache_info + 12 more (~3451 tok)
+- `lowlevel.py` — View: get, get, get (~1474 tok)
+- `py.typed` (~0 tok)
+- `pytest_plugin.py` — FreePortFactory: extract_backend_and_options, get_runner, pytest_addoption, pytest_configure + 10 more (~3650 tok)
+- `to_interpreter.py` — _Worker: destroy, call, destroy, call + 4 more (~2029 tok)
+- `to_process.py` — from: run_sync, send_raw_command, current_default_process_limiter, process_worker (~2800 tok)
+- `to_thread.py` — run_sync, current_default_thread_limiter (~770 tok)
+
+## .venv/Lib/site-packages/anyio/_backends/
+
+- `__init__.py` (~0 tok)
+- `_asyncio.py` — _State: close, get_loop, run, find_root_task + 2 more (~28422 tok)
+- `_trio.py` — from: cancel, deadline, deadline, cancel_called + 25 more (~11819 tok)
+
+## .venv/Lib/site-packages/anyio/_core/
+
+- `__init__.py` (~0 tok)
+- `_asyncio_selector_thread.py` — Selector: start, add_reader, add_writer, remove_reader + 3 more (~1608 tok)
+- `_contextmanagers.py` — Declares _SupportsCtxMgr (~2062 tok)
+- `_eventloop.py` — because: run, sleep, sleep_forever, sleep_until + 9 more (~1842 tok)
+- `_exceptions.py` — BrokenResourceError: iterate_exceptions (~1260 tok)
+- `_fileio.py` — from: wrapped, aclose, read, read1 + 35 more (~7333 tok)
+- `_resources.py` — aclose_forcefully (~125 tok)
+- `_signals.py` — open_signal_receiver (~291 tok)
+- `_sockets.py` — URL configuration (~9992 tok)
+- `_streams.py` — Declares create_memory_object_stream (~516 tok)
+- `_subprocesses.py` — run_process, drain_stream, open_process (~2262 tok)
+- `_synchronization.py` — from: set, is_set, wait, statistics + 29 more (~6018 tok)
+- `_tasks.py` — _IgnoredTaskStatus: started, cancel, deadline, deadline + 8 more (~1553 tok)
+- `_tempfile.py` — TemporaryFile: aclose, rollover, closed, read + 6 more (~5607 tok)
+- `_testing.py` — TaskInfo: has_pending_cancellation, get_current_task, get_running_tasks, wait_all_tasks_blocked (~669 tok)
+- `_typedattr.py` — TypedAttributeSet: typed_attribute, extra_attributes, extra, extra + 1 more (~717 tok)
+
+## .venv/Lib/site-packages/anyio/abc/
+
+- `__init__.py` (~820 tok)
+- `_eventloop.py` — AsyncBackend: run, current_token, current_time, cancelled_exception_class + 43 more (~3037 tok)
+- `_resources.py` — AsyncResource: aclose (~224 tok)
+- `_sockets.py` — SocketAttribute: extra_attributes, from_socket, from_socket, send_fds + 9 more (~3750 tok)
+- `_streams.py` — UnreliableObjectReceiveStream: receive, send, send_eof, receive + 5 more (~2138 tok)
+- `_subprocesses.py` — Process: wait, terminate, kill, send_signal + 5 more (~591 tok)
+- `_tasks.py` — TaskStatus: started, started, started, start_soon + 1 more (~1064 tok)
+- `_testing.py` — TestRunner: run_asyncgen_fixture, run_fixture, run_test (~521 tok)
+
+## .venv/Lib/site-packages/anyio/streams/
+
+- `__init__.py` (~0 tok)
+- `buffered.py` — BufferedByteReceiveStream: aclose, buffer, extra_attributes, feed_data + 6 more (~1790 tok)
+- `file.py` — URL configuration (~1266 tok)
+- `memory.py` — MemoryObjectStreamStatistics: statistics, receive_nowait, receive, clone + 9 more (~3069 tok)
+- `stapled.py` — from: receive, send, send_eof, aclose + 9 more (~1255 tok)
+- `text.py` — TextReceiveStream: receive, aclose, extra_attributes, send + 8 more (~1648 tok)
+- `tls.py` — from: wrap, unwrap, aclose, receive + 4 more (~4373 tok)
+
+## .venv/Lib/site-packages/attr/
+
+- `__init__.py` — SPDX-License-Identifier: MIT (~588 tok)
+- `__init__.pyi` — Declares import (~3020 tok)
+- `_cmp.py` — SPDX-License-Identifier: MIT (~1177 tok)
+- `_cmp.pyi` (~99 tok)
+- `_compat.py` — SPDX-License-Identifier: MIT (~809 tok)
+- `_config.py` — SPDX-License-Identifier: MIT (~241 tok)
+- `_funcs.py` — SPDX-License-Identifier: MIT (~4709 tok)
+- `_make.py` — SPDX-License-Identifier: MIT (~30323 tok)
+- `_next_gen.py` — SPDX-License-Identifier: MIT (~7507 tok)
+- `_typing_compat.pyi` — MYPY is a special constant in mypy which works the same way as `TYPE_CHECKING`. (~126 tok)
+- `_version_info.py` — SPDX-License-Identifier: MIT (~635 tok)
+- `_version_info.pyi` — Declares VersionInfo (~56 tok)
+- `converters.py` — SPDX-License-Identifier: MIT (~1104 tok)
+- `converters.pyi` (~172 tok)
+- `exceptions.py` — SPDX-License-Identifier: MIT (~569 tok)
+- `exceptions.pyi` — Declares FrozenError (~144 tok)
+- `filters.py` — SPDX-License-Identifier: MIT (~513 tok)
+- `filters.pyi` (~56 tok)
+- `py.typed` (~0 tok)
+- `setters.py` — SPDX-License-Identifier: MIT (~462 tok)
+- `setters.pyi` (~156 tok)
+- `validators.py` — SPDX-License-Identifier: MIT (~6158 tok)
+- `validators.pyi` (~1090 tok)
+
+## .venv/Lib/site-packages/attrs-26.1.0.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` — Declares Classifier (~2334 tok)
+- `RECORD` (~732 tok)
+- `REQUESTED` (~0 tok)
+- `WHEEL` (~24 tok)
+
+## .venv/Lib/site-packages/attrs-26.1.0.dist-info/licenses/
+
+- `LICENSE` — Project license (~296 tok)
+
+## .venv/Lib/site-packages/attrs/
+
+- `__init__.py` — SPDX-License-Identifier: MIT (~338 tok)
+- `__init__.pyi` — Declares our (~2511 tok)
+- `converters.py` — SPDX-License-Identifier: MIT (~22 tok)
+- `exceptions.py` — SPDX-License-Identifier: MIT (~22 tok)
+- `filters.py` — SPDX-License-Identifier: MIT (~21 tok)
+- `py.typed` (~0 tok)
+- `setters.py` — SPDX-License-Identifier: MIT (~21 tok)
+- `validators.py` — SPDX-License-Identifier: MIT (~22 tok)
+
+## .venv/Lib/site-packages/beautifulsoup4-4.14.3.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` (~1017 tok)
+- `RECORD` (~485 tok)
+- `REQUESTED` (~0 tok)
+- `WHEEL` (~24 tok)
+
+## .venv/Lib/site-packages/beautifulsoup4-4.14.3.dist-info/licenses/
+
+- `AUTHORS` (~587 tok)
+- `LICENSE` — Project license (~385 tok)
+
+## .venv/Lib/site-packages/blinker-1.9.0.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `LICENSE.txt` (~264 tok)
+- `METADATA` (~436 tok)
+- `RECORD` (~205 tok)
+- `REQUESTED` (~0 tok)
+- `WHEEL` (~22 tok)
+
+## .venv/Lib/site-packages/blinker/
+
+- `__init__.py` (~91 tok)
+- `_utilities.py` — Symbol: make_id, make_ref (~479 tok)
+- `base.py` — Signal: receiver_connected, receiver_disconnected, connect, connect_via + 7 more (~5467 tok)
+- `py.typed` (~0 tok)
+
+## .venv/Lib/site-packages/brotli-1.2.0.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` — Declares Dynamic (~1674 tok)
+- `RECORD` (~191 tok)
+- `REQUESTED` (~0 tok)
+- `top_level.txt` (~4 tok)
+- `WHEEL` (~27 tok)
+
+## .venv/Lib/site-packages/brotli-1.2.0.dist-info/licenses/
+
+- `LICENSE` — Project license (~295 tok)
+
+## .venv/Lib/site-packages/bs4/
+
+- `__init__.py` — Beautiful Soup Elixir and Tonic - "The Screen-Scraper's Friend". (~12682 tok)
+- `_deprecation.py` — Helper functions for deprecation. (~688 tok)
+- `_typing.py` — Custom type aliases used throughout Beautiful Soup to improve readability. (~2157 tok)
+- `_warnings.py` — Define some custom warnings. (~1346 tok)
+- `css.py` — Integration code for CSS selectors using `Soup Sieve <https://facelessuser.github.io/soupsieve/>`_ (pypi: ``soupsieve``). (~3633 tok)
+- `dammit.py` — Beautiful Soup bonus library: Unicode, Dammit (~16251 tok)
+- `diagnose.py` — Diagnostic functions, mainly for use when doing tech support. (~2242 tok)
+- `element.py` — Use of this source code is governed by the MIT license. (~34354 tok)
+- `exceptions.py` — Exceptions defined by Beautiful Soup itself. (~272 tok)
+- `filter.py` — ElementFilter: includes_everything, excludes_everything, match, filter + 6 more (~8344 tok)
+- `formatter.py` — Formatter: substitute, attribute_value, attributes (~2994 tok)
+- `py.typed` (~0 tok)
+
+## .venv/Lib/site-packages/bs4/builder/
+
+- `__init__.py` — Use of this source code is governed by the MIT license. (~8913 tok)
+- `_html5lib.py` — Use of this source code is governed by the MIT license. (~6745 tok)
+- `_htmlparser.py` — Use the HTMLParser library to parse HTML files that aren't too bad. (~4985 tok)
+- `_lxml.py` — encoding: utf-8 (~5420 tok)
+
+## .venv/Lib/site-packages/certifi-2026.4.22.dist-info/
+
+- `INSTALLER` (~1 tok)
+- `METADATA` (~660 tok)
+- `RECORD` (~257 tok)
+- `REQUESTED` (~0 tok)
+- `top_level.txt` (~2 tok)
+- `WHEEL` (~25 tok)
+
+## .venv/Lib/site-packages/certifi-2026.4.22.dist-info/licenses/
+
+- `LICENSE` — Project license (~264 tok)
+
+## .venv/Lib/site-packages/certifi/
+
+- `__init__.py` (~27 tok)
+- `__main__.py` (~70 tok)
+- `cacert.pem` — Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited (~63638 tok)
+- `core.py` — URL patterns: 3 routes (~970 tok)
+- `py.typed` (~0 tok)
+
+## .venv/Lib/site-packages/cffi-2.0.0.dist-info/
+
+- `entry_points.txt` (~19 tok)
+- `INSTALLER` (~1 tok)
+- `METADATA` (~701 tok)
+- `RECORD` (~662 tok)
+- `REQUESTED` (~0 tok)
+- `top_level.txt` (~5 tok)
+- `WHEEL` (~27 tok)
+
+## .venv/Lib/site-packages/cffi-2.0.0.dist-info/licenses/
+
+- `AUTHORS` (~56 tok)
+- `LICENSE` — Project license (~300 tok)
+
+## .venv/Lib/site-packages/cffi/
+
+- `__init__.py` (~146 tok)
+- `_cffi_errors.h` — ifndef CFFI_MESSAGEBOX (~1117 tok)
+- `_cffi_include.h` — *******  CPython-specific section  ********* (~4302 tok)
+- `_embedding.h` — ** Support code for embedding **** (~5368 tok)
+- `_imp_emulation.py` — get_suffixes, find_module, load_dynamic (~846 tok)
+- `_shimmed_dist_utils.py` (~638 tok)
+- `api.py` — FFI: cdef, are, embedding_api, dlopen + 8 more (~12049 tok)
+- `backend_ctypes.py` — CTypesType: cmp, set_ffi, load_library, new_void_type + 1 more (~12130 tok)
+- `cffi_opcode.py` — CffiOp: as_c_expr, as_python_bytes, format_four_bytes (~1638 tok)
+- `commontypes.py` — resolve_common_type, win_common_types (~802 tok)
+- `cparser.py` — specifier: source, replace, replace, replace_keeping_newlines + 2 more (~12798 tok)
+- `error.py` — Declares FFIError (~251 tok)
+- `ffiplatform.py` — URL configuration (~1024 tok)
+- `lock.py` — allocate_lock: acquire (~214 tok)
+- `model.py` — type qualifiers (~6228 tok)
+- `parse_c_type.h` — Declares char (~1708 tok)
+- `pkgconfig.py` — pkg-config, https://www.freedesktop.org/wiki/Software/pkg-config/ integration for cffi (~1250 tok)
+- `recompiler.py` — GlobalExpr: as_c_expr, as_python_expr, as_c_expr, as_python_expr + 12 more (~18717 tok)
+- `setuptools_ext.py` — URL configuration (~2689 tok)
+- `vengine_cpy.py` — DEPRECATED: implementation for ffi.verify() (~12538 tok)
+- `vengine_gen.py` — DEPRECATED: implementation for ffi.verify() (~7697 tok)
+- `verifier.py` — DEPRECATED: implementation for ffi.verify() (~3195 tok)
+
+## .venv/Lib/site-packages/chardet/
+
+- `__init__.py` — Universal character encoding detector — 0BSD-licensed rewrite. (~2080 tok)
+- `__main__.py` — Allow running chardet as ``python -m chardet``. (~43 tok)
+- `_utils.py` — Internal shared utilities for chardet. (~822 tok)
+- `_version.py` — file generated by vcs-versioning (~156 tok)
+- `cli.py` — Command-line interface for chardet. (~1411 tok)
+- `detector.py` — UniversalDetector — streaming encoding detection. (~2087 tok)
+- `enums.py` — Enumerations for chardet. (~288 tok)
+- `equivalences.py` — Encoding equivalences and name remapping. (~4263 tok)
+- `py.typed` (~0 tok)
+- `registry.py` — Encoding registry with metadata for all supported encodings. (~7995 tok)
+- `universaldetector.py` — Backward-compatibility stub for ``chardet.universaldetector``. (~213 tok)
+
+## .venv/Lib/site-packages/chardet/models/
+
+- `__init__.py` — Model loading and bigram scoring utilities. (~3526 tok)
+- `training_metadata.yaml` (~21693 tok)
+
+## .venv/Lib/site-packages/chardet/pipeline/
+
+- `__init__.py` — Detection pipeline stages and shared types. (~813 tok)
+- `ascii__mypyc.cp311-win_amd64.pyd` (~8699 tok)
+- `ascii.cp311-win_amd64.pyd` (~2846 tok)
+- `ascii.py` — Stage 1c: Pure ASCII detection (with null-separator tolerance). (~473 tok)
+- `binary.py` — Stage 0: Binary content detection. (~313 tok)
+- `bom.py` — Stage 1a: BOM (Byte Order Mark) detection. (~426 tok)
+- `confusion__mypyc.cp311-win_amd64.pyd` (~19338 tok)
+- `confusion.cp311-win_amd64.pyd` (~2846 tok)
+- `confusion.py` — Confusion group resolution for similar single-byte encodings. (~3150 tok)
+- `escape__mypyc.cp311-win_amd64.pyd` (~14620 tok)
+- `escape.cp311-win_amd64.pyd` (~2846 tok)
+- `escape.py` — Early detection of escape-sequence-based encodings (ISO-2022, HZ-GB-2312, UTF-7). (~3177 tok)
+- `magic__mypyc.cp311-win_amd64.pyd` (~15707 tok)
+- `magic.cp311-win_amd64.pyd` (~2846 tok)
+- `magic.py` — Magic number detection for binary file types. (~3325 tok)
+- `markup.py` — Stage 1b: charset declaration extraction (HTML/XML/PEP 263). (~1086 tok)
+- `orchestrator__mypyc.cp311-win_amd64.pyd` (~29089 tok)
+- `orchestrator.cp311-win_amd64.pyd` (~2846 tok)
+- `orchestrator.py` — Pipeline orchestrator — runs all detection stages in sequence. (~8855 tok)
+- `statistical__mypyc.cp311-win_amd64.pyd` (~11386 tok)
+- `statistical.cp311-win_amd64.pyd` (~2846 tok)
+- `statistical.py` — Stage 3: Statistical bigram scoring. (~356 tok)
+- `structural__mypyc.cp311-win_amd64.pyd` (~20682 tok)
+- `structural.cp311-win_amd64.pyd` (~2846 tok)
+- `structural.py` — Stage 2b: Multi-byte structural probing. (~4757 tok)
+- `utf1632__mypyc.cp311-win_amd64.pyd` (~15019 tok)
+- `utf1632.cp311-win_amd64.pyd` (~2846 tok)
+
+## .venv/include/site/python3.11/greenlet/
+
+- `greenlet.h` — ifndef Py_GREENLETOBJECT_H (~1406 tok)
+
+## C:/Users/liwei/.claude/plans/
+
+- `vivid-splashing-kay.md` — 深采管理页面添加"入库"按钮 (~657 tok)
+
+## app/
+
+- `__init__.py` — Flask 应用工厂 (~500 tok)
+- `config.py` — 加载项目根目录下的 .env 文件 (~561 tok)
+- `knowledge_poller.py` — KnowledgePoller: start, stop (~1245 tok)
+- `models.py` — SQLAlchemy 数据模型（SpiderResult.link 已改为 Text） (~3000 tok)
+- `sample_center_client.py` — SampleCenterError: list_knowledge_bases, get_knowledge_base, batch_import, get_import_task (~1577 tok)
+
+## app/routes/
+
+- `ai_routes.py` — AI 模型管理 & 对话 (~500 tok)
+- `collection_routes.py` — 采集任务管理 & save_selected 接口 (~270 tok)
+- `data_routes.py` — 数据查看/导出 (~300 tok)
+- `deep_routes.py` — dashboard, list_data, run_crawl, safe_commit (~3816 tok)
+- `knowledge_routes.py` — jwt_required, decorated, knowledge_page, list_knowledge_bases (~3199 tok)
+- `main_routes.py` — 首页、登录 (~300 tok)
+- `source_routes.py` — 爬虫源 CRUD (~500 tok)
+
+## app/spider/
+
+- `baidusearch.py` — 百度搜索脚本 (~500 tok)
+- `config.json` — 爬虫配置 (~200 tok)
+- `engine.py` — 通用爬虫引擎（GenericSpiderEngine） (~800 tok)
+
+## app/templates/
+
+- `deep_management.html` — pageSize: searchData, loadData, renderTable (~5157 tok)
+- `knowledge_management.html` — loadKnowledgeList: renderKnowledgeList (~6217 tok)

.wolf/buglog.json

@@ -0,0 +1,135 @@
+{
+  "version": 1,
+  "bugs": [
+    {
+      "id": "bug-001",
+      "timestamp": "2026-05-21",
+      "error_message": "psycopg2.errors.StringDataRightTruncation: value too long for type character varying(500) — save_selected 500",
+      "file": "app/models.py",
+      "root_cause": "SpiderResult.link 定义为 VARCHAR(500)，但百度搜索返回的跳转链接带大量追踪参数，实际长度约 2200 字符",
+      "fix": "将 SpiderResult.link 从 String(500) 改为 Text（PostgreSQL TEXT 无长度限制）。生产库需执行: ALTER TABLE spider_result ALTER COLUMN link TYPE TEXT;",
+      "tags": [
+        "spider_result",
+        "link",
+        "varchar",
+        "postgres",
+        "save_selected"
+      ],
+      "related_bugs": [],
+      "occurrences": 1,
+      "last_seen": "2026-05-21"
+    },
+    {
+      "id": "bug-002",
+      "timestamp": "2026-05-21T17:45:38.106Z",
+      "error_message": "Incorrect value in code",
+      "file": "docker-compose.yml",
+      "root_cause": "Had \"5432:5432\"",
+      "fix": "Changed to \"5433:5432\"",
+      "tags": [
+        "auto-detected",
+        "wrong-value",
+        "yml"
+      ],
+      "related_bugs": [],
+      "occurrences": 1,
+      "last_seen": "2026-05-21T17:45:38.106Z"
+    },
+    {
+      "id": "bug-003",
+      "timestamp": "2026-05-21T18:11:42.265Z",
+      "error_message": "Null/undefined access in ",
+      "file": "app/templates/deep_management.html",
+      "root_cause": "Property access on potentially null/undefined value",
+      "fix": "Added null safety (optional chaining or null check)",
+      "tags": [
+        "auto-detected",
+        "null-safety",
+        "html"
+      ],
+      "related_bugs": [],
+      "occurrences": 1,
+      "last_seen": "2026-05-21T18:11:42.265Z"
+    },
+    {
+      "id": "bug-004",
+      "timestamp": "2026-05-21T18:26:04.199Z",
+      "error_message": "Incorrect value in code",
+      "file": "app/templates/knowledge_management.html",
+      "root_cause": "Had '<span class=\"",
+      "fix": "Changed to ')\n            ? '",
+      "tags": [
+        "auto-detected",
+        "wrong-value",
+        "html"
+      ],
+      "related_bugs": [],
+      "occurrences": 2,
+      "last_seen": "2026-05-21T18:29:19.669Z"
+    },
+    {
+      "id": "bug-005",
+      "timestamp": "2026-05-21T19:13:48.443Z",
+      "error_message": "Incorrect value in code",
+      "file": "app/templates/knowledge_management.html",
+      "root_cause": "Had 'failed'",
+      "fix": "Changed to 'partial_success'",
+      "tags": [
+        "auto-detected",
+        "wrong-value",
+        "html"
+      ],
+      "related_bugs": [],
+      "occurrences": 1,
+      "last_seen": "2026-05-21T19:13:48.443Z"
+    },
+    {
+      "id": "bug-006",
+      "timestamp": "2026-05-21T19:14:28.099Z",
+      "error_message": "Null/undefined access in ",
+      "file": "app/templates/knowledge_management.html",
+      "root_cause": "Property access on potentially null/undefined value",
+      "fix": "Added null safety (optional chaining or null check)",
+      "tags": [
+        "auto-detected",
+        "null-safety",
+        "html"
+      ],
+      "related_bugs": [],
+      "occurrences": 1,
+      "last_seen": "2026-05-21T19:14:28.099Z"
+    },
+    {
+      "id": "bug-007",
+      "timestamp": "2026-05-21T19:31:27.377Z",
+      "error_message": "Significant refactor of ",
+      "file": "app/routes/deep_routes.py",
+      "root_cause": "4 lines replaced/restructured",
+      "fix": "Rewrote 8→15 lines (4 removed)",
+      "tags": [
+        "auto-detected",
+        "refactor",
+        "py"
+      ],
+      "related_bugs": [],
+      "occurrences": 1,
+      "last_seen": "2026-05-21T19:31:27.377Z"
+    },
+    {
+      "id": "bug-008",
+      "timestamp": "2026-05-21T19:43:50.260Z",
+      "error_message": "Missing import: \n        payload = {",
+      "file": "app/sample_center_client.py",
+      "root_cause": "Module(s) not imported: \n        payload = {",
+      "fix": "Added import(s) for \n        payload = {",
+      "tags": [
+        "auto-detected",
+        "missing-import",
+        "py"
+      ],
+      "related_bugs": [],
+      "occurrences": 1,
+      "last_seen": "2026-05-21T19:43:50.260Z"
+    }
+  ]
+}

.wolf/cerebrum.md

@@ -0,0 +1,27 @@
+# Cerebrum
+
+> OpenWolf's learning memory. Updated automatically as the AI learns from interactions.
+> Do not edit manually unless correcting an error.
+> Last updated: 2026-05-21
+
+## User Preferences
+
+<!-- How the user likes things done. Code style, tools, patterns, communication. -->
+
+## Key Learnings
+
+- **Project:** ai-liaowangweb-app
+- **Description:** 这是一个基于 Python Flask 的网络爬虫管理与数据采集系统。支持自定义脚本爬虫和基于配置的通用爬虫，集成了爬虫源管理、任务采集管理等功能。
+
+## Do-Not-Repeat
+
+<!-- Mistakes made and corrected. Each entry prevents the same mistake recurring. -->
+<!-- Format: [YYYY-MM-DD] Description of what went wrong and what to do instead. -->
+
+- [2026-05-21] SpiderResult.link 使用 VARCHAR(500) 会在 PostgreSQL 下截断报错（百度搜索返回的追踪链接约 2200 字符）。所有 URL 字段应使用 Text 类型而非 String(N)。
+
+## Decision Log
+
+<!-- Significant technical decisions with rationale. Why X was chosen over Y. -->
+
+- [2026-05-21] SpiderResult.link 从 String(500) 改为 Text。原因：百度搜索返回的 URL 带大量追踪参数（url=、shh=、ck= 等），远超 500 字符。VARCHAR 截断会导致 500 错误。

.wolf/config.json

@@ -0,0 +1,73 @@
+{
+  "version": 1,
+  "openwolf": {
+    "enabled": true,
+    "anatomy": {
+      "auto_scan_on_init": true,
+      "rescan_interval_hours": 6,
+      "max_description_length": 100,
+      "max_files": 500,
+      "exclude_patterns": [
+        "node_modules",
+        ".git",
+        "dist",
+        "build",
+        ".wolf",
+        ".next",
+        ".nuxt",
+        "coverage",
+        "__pycache__",
+        ".cache",
+        "target",
+        ".vscode",
+        ".idea",
+        ".turbo",
+        ".vercel",
+        ".netlify",
+        ".output",
+        "*.min.js",
+        "*.min.css"
+      ]
+    },
+    "token_audit": {
+      "enabled": true,
+      "report_frequency": "weekly",
+      "waste_threshold_percent": 15,
+      "chars_per_token_code": 3.5,
+      "chars_per_token_prose": 4.0
+    },
+    "cron": {
+      "enabled": true,
+      "max_retry_attempts": 3,
+      "dead_letter_enabled": true,
+      "heartbeat_interval_minutes": 30,
+      "use_claude_p": true,
+      "api_key_env": null
+    },
+    "memory": {
+      "consolidation_after_days": 7,
+      "max_entries_before_consolidation": 200
+    },
+    "cerebrum": {
+      "max_tokens": 2000,
+      "reflection_frequency": "weekly"
+    },
+    "daemon": {
+      "port": 18790,
+      "log_level": "info"
+    },
+    "dashboard": {
+      "enabled": true,
+      "port": 18791
+    },
+    "designqc": {
+      "enabled": true,
+      "viewports": [
+        { "name": "desktop", "width": 1440, "height": 900 },
+        { "name": "mobile", "width": 375, "height": 812 }
+      ],
+      "max_screenshots": 6,
+      "chrome_path": null
+    }
+  }
+}

.wolf/cron-manifest.json

@@ -0,0 +1,97 @@
+{
+  "version": 1,
+  "tasks": [
+    {
+      "id": "anatomy-rescan",
+      "name": "Full anatomy rescan",
+      "schedule": "0 */6 * * *",
+      "description": "Re-scans project filesystem and reconciles anatomy.md",
+      "action": { "type": "scan_project" },
+      "retry": {
+        "max_attempts": 3,
+        "backoff": "exponential",
+        "base_delay_seconds": 30
+      },
+      "failsafe": {
+        "on_failure": "log_and_continue",
+        "alert_after_consecutive_failures": 2,
+        "dead_letter": true
+      },
+      "enabled": true
+    },
+    {
+      "id": "memory-consolidation",
+      "name": "Consolidate old memory",
+      "schedule": "0 2 * * *",
+      "description": "Compress memory.md entries older than 7 days",
+      "action": {
+        "type": "consolidate_memory",
+        "params": { "older_than_days": 7 }
+      },
+      "retry": {
+        "max_attempts": 2,
+        "backoff": "exponential",
+        "base_delay_seconds": 60
+      },
+      "failsafe": {
+        "on_failure": "skip_and_retry_next_cycle",
+        "dead_letter": false
+      },
+      "enabled": true
+    },
+    {
+      "id": "token-audit",
+      "name": "Token audit report",
+      "schedule": "0 0 * * 1",
+      "description": "Weekly waste pattern detection",
+      "action": { "type": "generate_token_report" },
+      "retry": {
+        "max_attempts": 2,
+        "backoff": "linear",
+        "base_delay_seconds": 60
+      },
+      "failsafe": { "on_failure": "log_and_continue", "dead_letter": true },
+      "enabled": true
+    },
+    {
+      "id": "cerebrum-reflection",
+      "name": "Cerebrum reflection",
+      "schedule": "0 3 * * 0",
+      "description": "Weekly AI review of cerebrum.md — prune stale entries, consolidate duplicates",
+      "action": {
+        "type": "ai_task",
+        "params": {
+          "prompt": "Review this cerebrum.md. Remove duplicate preferences (keep newer). Remove Do-Not-Repeat entries older than 90 days if no longer relevant. Consolidate Key Learnings that overlap. Keep the file under 2000 tokens. Return the cleaned file content only.",
+          "context_files": [".wolf/cerebrum.md"]
+        }
+      },
+      "retry": {
+        "max_attempts": 1,
+        "backoff": "none",
+        "base_delay_seconds": 0
+      },
+      "failsafe": { "on_failure": "log_and_continue", "dead_letter": false },
+      "enabled": true
+    },
+    {
+      "id": "project-suggestions",
+      "name": "AI suggestions",
+      "schedule": "0 4 * * 1",
+      "description": "Weekly AI analysis with project improvement suggestions",
+      "action": {
+        "type": "ai_task",
+        "params": {
+          "prompt": "Based on the recent memory entries and current project structure, provide: 1) Key achievements this week, 2) Code improvements to consider, 3) Logical next tasks, 4) Technical debt or risks. Be specific and actionable. Return as JSON: {achievements:[], improvements:[], next_tasks:[], risks:[]}",
+          "context_files": [".wolf/memory.md", ".wolf/anatomy.md"]
+        }
+      },
+      "retry": {
+        "max_attempts": 1,
+        "backoff": "none",
+        "base_delay_seconds": 0
+      },
+      "failsafe": { "on_failure": "log_and_continue", "dead_letter": false },
+      "enabled": true
+    }
+  ]
+}

.wolf/cron-state.json

@@ -0,0 +1,14 @@
+{
+  "last_heartbeat": "2026-05-21T19:45:08.920Z",
+  "engine_status": "running",
+  "execution_log": [
+    {
+      "task_id": "memory-consolidation",
+      "status": "success",
+      "timestamp": "2026-05-21T18:00:00.706Z",
+      "duration_ms": 4
+    }
+  ],
+  "dead_letter_queue": [],
+  "upcoming": []
+}

.wolf/designqc-report.json

@@ -0,0 +1,6 @@
+{
+  "captured_at": null,
+  "captures": [],
+  "total_size_kb": 0,
+  "estimated_tokens": 0
+}

.wolf/hooks/_session.json

@@ -0,0 +1,28 @@
+{
+  "session_id": "session-2026-05-25-1426",
+  "started": "2026-05-25T06:26:19.780Z",
+  "files_read": {
+    "D:/bigmodel/ai-LiaoWangweb-app/app/routes/ai_routes.py": {
+      "count": 1,
+      "tokens": 500,
+      "first_read": "2026-05-25T06:31:27.249Z"
+    },
+    "D:/bigmodel/ai-LiaoWangweb-app/.env": {
+      "count": 1,
+      "tokens": 0,
+      "first_read": "2026-05-25T06:37:41.347Z"
+    },
+    "D:/bigmodel/ai-LiaoWangweb-app/app/config.py": {
+      "count": 2,
+      "tokens": 561,
+      "first_read": "2026-05-25T06:37:41.375Z"
+    }
+  },
+  "files_written": [],
+  "edit_counts": {},
+  "anatomy_hits": 2,
+  "anatomy_misses": 1,
+  "repeated_reads_warned": 1,
+  "cerebrum_warnings": 0,
+  "stop_count": 5
+}

.wolf/hooks/package.json

@@ -0,0 +1,3 @@
+{
+  "type": "module"
+}

.wolf/hooks/post-read.js

@@ -0,0 +1,69 @@
+import * as path from "node:path";
+import { getWolfDir, ensureWolfDir, readJSON, writeJSON, readMarkdown, parseAnatomy, estimateTokens, readStdin, normalizePath } from "./shared.js";
+async function main() {
+    ensureWolfDir();
+    const wolfDir = getWolfDir();
+    const hooksDir = path.join(wolfDir, "hooks");
+    const sessionFile = path.join(hooksDir, "_session.json");
+    const raw = await readStdin();
+    let input;
+    try {
+        input = JSON.parse(raw);
+    }
+    catch {
+        process.exit(0);
+        return;
+    }
+    const filePath = input.tool_input?.file_path ?? input.tool_input?.path ?? "";
+    const content = input.tool_output?.content ?? "";
+    if (!filePath) {
+        process.exit(0);
+        return;
+    }
+    const normalizedFile = normalizePath(filePath);
+    // Skip tracking for .wolf/ internal files — consistent with pre-read
+    const projectDir = normalizePath(process.env.CLAUDE_PROJECT_DIR || process.cwd());
+    const relToProject = normalizedFile.startsWith(projectDir)
+        ? normalizedFile.slice(projectDir.length).replace(/^\//, "")
+        : "";
+    if (relToProject.startsWith(".wolf/") || relToProject.startsWith(".wolf\\")) {
+        process.exit(0);
+        return;
+    }
+    const ext = path.extname(filePath).toLowerCase();
+    const codeExts = new Set([".ts", ".js", ".tsx", ".jsx", ".py", ".rs", ".go", ".java", ".c", ".cpp", ".css", ".json", ".yaml", ".yml"]);
+    const proseExts = new Set([".md", ".txt", ".rst"]);
+    const type = codeExts.has(ext) ? "code" : proseExts.has(ext) ? "prose" : "mixed";
+    let tokens = content ? estimateTokens(content, type) : 0;
+    // Fallback: if tool_output had no content, use anatomy token estimate
+    if (tokens === 0) {
+        const anatomyContent = readMarkdown(path.join(wolfDir, "anatomy.md"));
+        const sections = parseAnatomy(anatomyContent);
+        for (const [sectionKey, entries] of sections) {
+            for (const entry of entries) {
+                const entryRelPath = normalizePath(path.join(sectionKey, entry.file));
+                if (normalizedFile.endsWith(entryRelPath) || normalizedFile.endsWith("/" + entryRelPath)) {
+                    tokens = entry.tokens;
+                    break;
+                }
+            }
+            if (tokens > 0)
+                break;
+        }
+    }
+    const session = readJSON(sessionFile, { files_read: {} });
+    if (session.files_read[normalizedFile]) {
+        session.files_read[normalizedFile].tokens = tokens;
+    }
+    else {
+        session.files_read[normalizedFile] = {
+            count: 1,
+            tokens,
+            first_read: new Date().toISOString(),
+        };
+    }
+    writeJSON(sessionFile, session);
+    process.exit(0);
+}
+main().catch(() => process.exit(0));
+//# sourceMappingURL=post-read.js.map

.wolf/hooks/post-write.js

@@ -0,0 +1,503 @@
+import * as fs from "node:fs";
+import * as path from "node:path";
+import * as crypto from "node:crypto";
+import { getWolfDir, ensureWolfDir, readJSON, writeJSON, parseAnatomy, serializeAnatomy, extractDescription, estimateTokens, appendMarkdown, timeShort, readStdin, normalizePath } from "./shared.js";
+async function main() {
+    ensureWolfDir();
+    const wolfDir = getWolfDir();
+    const hooksDir = path.join(wolfDir, "hooks");
+    const sessionFile = path.join(hooksDir, "_session.json");
+    const projectRoot = process.env.CLAUDE_PROJECT_DIR || process.cwd();
+    const raw = await readStdin();
+    let input;
+    try {
+        input = JSON.parse(raw);
+    }
+    catch {
+        process.exit(0);
+        return;
+    }
+    const toolName = input.tool_name ?? "Write";
+    const filePath = input.tool_input?.file_path ?? input.tool_input?.path ?? "";
+    if (!filePath) {
+        process.exit(0);
+        return;
+    }
+    const absolutePath = path.isAbsolute(filePath) ? filePath : path.join(projectRoot, filePath);
+    // Skip processing for .wolf/ internal files to avoid slow self-referential updates
+    const relPath = normalizePath(path.relative(projectRoot, absolutePath));
+    if (relPath.startsWith(".wolf/")) {
+        process.exit(0);
+        return;
+    }
+    // Never track .env files in anatomy — they contain secrets
+    const baseName = path.basename(absolutePath);
+    if (baseName === ".env" || baseName.startsWith(".env.")) {
+        process.exit(0);
+        return;
+    }
+    const oldStr = input.tool_input?.old_string ?? "";
+    const newStr = input.tool_input?.new_string ?? "";
+    // 1. Update anatomy.md
+    try {
+        const anatomyPath = path.join(wolfDir, "anatomy.md");
+        let anatomyContent;
+        try {
+            anatomyContent = fs.readFileSync(anatomyPath, "utf-8");
+        }
+        catch {
+            anatomyContent = "# anatomy.md\n\n> Auto-maintained by OpenWolf.\n";
+        }
+        const sections = parseAnatomy(anatomyContent);
+        const relPathLocal = normalizePath(path.relative(projectRoot, absolutePath));
+        const dir = path.dirname(relPathLocal);
+        const fileName = path.basename(relPathLocal);
+        const sectionKey = dir === "." ? "./" : dir + "/";
+        let fileContent = "";
+        try {
+            fileContent = fs.readFileSync(absolutePath, "utf-8");
+        }
+        catch {
+            fileContent = input.tool_input?.content ?? "";
+        }
+        const desc = extractDescription(absolutePath).slice(0, 100);
+        const ext = path.extname(absolutePath).toLowerCase();
+        const codeExts = new Set([".ts", ".js", ".tsx", ".jsx", ".py", ".json", ".yaml", ".yml", ".css"]);
+        const proseExts = new Set([".md", ".txt", ".rst"]);
+        const type = codeExts.has(ext) ? "code" : proseExts.has(ext) ? "prose" : "mixed";
+        const tokens = estimateTokens(fileContent, type);
+        if (!sections.has(sectionKey))
+            sections.set(sectionKey, []);
+        const entries = sections.get(sectionKey);
+        const idx = entries.findIndex((e) => e.file === fileName);
+        if (idx !== -1) {
+            entries[idx] = { file: fileName, description: desc, tokens };
+        }
+        else {
+            entries.push({ file: fileName, description: desc, tokens });
+        }
+        let fileCount = 0;
+        for (const [, list] of sections)
+            fileCount += list.length;
+        const serialized = serializeAnatomy(sections, {
+            lastScanned: new Date().toISOString(),
+            fileCount,
+            hits: 0,
+            misses: 0,
+        });
+        const tmp = anatomyPath + "." + crypto.randomBytes(4).toString("hex") + ".tmp";
+        try {
+            fs.writeFileSync(tmp, serialized, "utf-8");
+            fs.renameSync(tmp, anatomyPath);
+        }
+        catch {
+            try {
+                fs.writeFileSync(anatomyPath, serialized, "utf-8");
+            }
+            catch { }
+            try {
+                fs.unlinkSync(tmp);
+            }
+            catch { }
+        }
+    }
+    catch { }
+    // 2. Append richer entry to memory.md
+    try {
+        const action = toolName === "Write" ? "Created" : toolName === "MultiEdit" ? "Multi-edited" : "Edited";
+        const relFile = normalizePath(path.relative(projectRoot, absolutePath));
+        const fileContent = input.tool_input?.content ?? "";
+        const ext = path.extname(absolutePath).toLowerCase();
+        const codeExts = new Set([".ts", ".js", ".tsx", ".jsx", ".py", ".json", ".yaml", ".yml", ".css"]);
+        const type = codeExts.has(ext) ? "code" : "mixed";
+        const writeTokens = estimateTokens(fileContent || newStr, type);
+        let changeDesc = "";
+        if (oldStr && newStr) {
+            changeDesc = summarizeEdit(oldStr, newStr, baseName);
+        }
+        const memoryPath = path.join(wolfDir, "memory.md");
+        const outcome = changeDesc || "—";
+        appendMarkdown(memoryPath, `| ${timeShort()} | ${action} ${relFile} | ${outcome} | ~${writeTokens} |\n`);
+    }
+    catch { }
+    // 3. Record in session tracker + track edit counts
+    try {
+        const session = readJSON(sessionFile, { files_written: [], edit_counts: {} });
+        if (!session.edit_counts)
+            session.edit_counts = {};
+        const normalizedFile = normalizePath(filePath);
+        const action = toolName === "Write" ? "create" : "edit";
+        const fileContent = input.tool_input?.content ?? "";
+        const tokens = estimateTokens(fileContent || newStr, "code");
+        session.files_written.push({
+            file: normalizedFile,
+            action,
+            tokens,
+            at: new Date().toISOString(),
+        });
+        const editKey = normalizePath(path.relative(projectRoot, absolutePath));
+        session.edit_counts[editKey] = (session.edit_counts[editKey] || 0) + 1;
+        writeJSON(sessionFile, session);
+        if (session.edit_counts[editKey] >= 3) {
+            process.stderr.write(`⚠️ OpenWolf: ${baseName} has been edited ${session.edit_counts[editKey]} times this session. If you're fixing a bug, remember to log it to .wolf/buglog.json.\n`);
+        }
+    }
+    catch { }
+    // 4. Auto-detect bug-fix patterns and log them
+    try {
+        if (oldStr && newStr) {
+            autoDetectBugFix(wolfDir, absolutePath, projectRoot, oldStr, newStr);
+        }
+    }
+    catch { }
+    process.exit(0);
+}
+// ─── Edit Summarizer ─────────────────────────────────────────────
+function summarizeEdit(oldStr, newStr, filename) {
+    const oldLines = oldStr.split("\n");
+    const newLines = newStr.split("\n");
+    const oldCount = oldLines.length;
+    const newCount = newLines.length;
+    const ext = path.extname(filename).toLowerCase();
+    // --- Structural fixes ---
+    if (newStr.includes("try") && newStr.includes("catch") && !oldStr.includes("catch")) {
+        return "added error handling";
+    }
+    if (newStr.includes("?.") && !oldStr.includes("?."))
+        return "added optional chaining";
+    if (newStr.includes("?? ") && !oldStr.includes("?? "))
+        return "added nullish coalescing";
+    // --- Deleted code ---
+    if (!newStr.trim() || newStr.trim().length < oldStr.trim().length * 0.2) {
+        return `removed ${oldCount} lines`;
+    }
+    // --- Import changes ---
+    const oldImports = oldLines.filter(l => /^\s*(import|require|use |from )/.test(l)).length;
+    const newImports = newLines.filter(l => /^\s*(import|require|use |from )/.test(l)).length;
+    if (newImports > oldImports && Math.abs(newCount - oldCount) <= newImports - oldImports + 1) {
+        return `added ${newImports - oldImports} import(s)`;
+    }
+    // --- Value/string replacement (common bug fix: wrong value) ---
+    if (oldCount === 1 && newCount === 1) {
+        const o = oldStr.trim();
+        const n = newStr.trim();
+        // String literal change
+        const oStr = o.match(/['"`]([^'"`]+)['"`]/);
+        const nStr = n.match(/['"`]([^'"`]+)['"`]/);
+        if (oStr && nStr && oStr[1] !== nStr[1]) {
+            return `"${oStr[1].slice(0, 25)}" → "${nStr[1].slice(0, 25)}"`;
+        }
+        // Number change
+        const oNum = o.match(/\b(\d+\.?\d*)\b/);
+        const nNum = n.match(/\b(\d+\.?\d*)\b/);
+        if (oNum && nNum && oNum[1] !== nNum[1] && o.replace(oNum[1], "") === n.replace(nNum[1], "")) {
+            return `${oNum[1]} → ${nNum[1]}`;
+        }
+        return "inline fix";
+    }
+    // --- Method/function call changes ---
+    const oldCalls = extractCalls(oldStr);
+    const newCalls = extractCalls(newStr);
+    const addedCalls = newCalls.filter(c => !oldCalls.includes(c));
+    const removedCalls = oldCalls.filter(c => !newCalls.includes(c));
+    if (removedCalls.length === 1 && addedCalls.length === 1) {
+        return `${removedCalls[0]}() → ${addedCalls[0]}()`;
+    }
+    // --- CSS/style changes ---
+    if (ext === ".css" || ext === ".scss" || ext === ".vue" || ext === ".tsx" || ext === ".jsx") {
+        const oldProps = (oldStr.match(/[\w-]+\s*:/g) || []).map(p => p.replace(/\s*:/, ""));
+        const newProps = (newStr.match(/[\w-]+\s*:/g) || []).map(p => p.replace(/\s*:/, ""));
+        const changed = newProps.filter(p => !oldProps.includes(p));
+        if (changed.length > 0 && changed.length <= 3) {
+            return `CSS: ${changed.join(", ")}`;
+        }
+    }
+    // --- Condition changes ---
+    const oldConds = (oldStr.match(/if\s*\(([^)]+)\)/g) || []);
+    const newConds = (newStr.match(/if\s*\(([^)]+)\)/g) || []);
+    if (newConds.length > oldConds.length) {
+        return `added ${newConds.length - oldConds.length} condition(s)`;
+    }
+    // --- Function modified ---
+    const fnMatch = newStr.match(/(?:function|def|fn|func|async\s+function)\s+(\w+)/);
+    if (fnMatch) {
+        return `modified ${fnMatch[1]}()`;
+    }
+    // --- Class/method context ---
+    const methodMatch = newStr.match(/(?:public|private|protected)?\s*(?:async\s+)?(\w+)\s*\([^)]*\)\s*[:{]/);
+    if (methodMatch) {
+        return `modified ${methodMatch[1]}()`;
+    }
+    // --- Size-based fallback ---
+    if (newCount > oldCount + 5)
+        return `expanded (+${newCount - oldCount} lines)`;
+    if (oldCount > newCount + 5)
+        return `reduced (-${oldCount - newCount} lines)`;
+    return `${oldCount}→${newCount} lines`;
+}
+function extractCalls(code) {
+    return [...new Set((code.match(/(\w+)\s*\(/g) || [])
+            .map(m => m.match(/(\w+)/)?.[1] || "")
+            .filter(n => n.length > 2 && !["if", "for", "while", "switch", "catch", "function", "return", "new", "typeof", "instanceof", "const", "let", "var"].includes(n)))];
+}
+// ─── Auto Bug Detection ──────────────────────────────────────────
+function autoDetectBugFix(wolfDir, absolutePath, projectRoot, oldStr, newStr) {
+    const bugLogPath = path.join(wolfDir, "buglog.json");
+    const bugLog = readJSON(bugLogPath, { version: 1, bugs: [] });
+    const relFile = normalizePath(path.relative(projectRoot, absolutePath));
+    const basename = path.basename(absolutePath);
+    const ext = path.extname(basename).toLowerCase();
+    // Detect what kind of fix this is
+    const detection = detectFixPattern(oldStr, newStr, ext);
+    if (!detection)
+        return;
+    // Check for recent duplicate (same file + same category within 5 min)
+    const recentDupe = bugLog.bugs.find(b => {
+        if (path.basename(b.file) !== basename)
+            return false;
+        if (!b.tags.includes("auto-detected"))
+            return false;
+        if (!b.tags.includes(detection.category))
+            return false;
+        const bugTime = new Date(b.last_seen).getTime();
+        return (Date.now() - bugTime) < 5 * 60 * 1000;
+    });
+    if (recentDupe) {
+        recentDupe.occurrences++;
+        recentDupe.last_seen = new Date().toISOString();
+        // Append additional context
+        if (detection.context && !recentDupe.fix.includes(detection.context)) {
+            recentDupe.fix += ` | Also: ${detection.context}`;
+        }
+        writeJSON(bugLogPath, bugLog);
+        return;
+    }
+    const nextId = `bug-${String(bugLog.bugs.length + 1).padStart(3, "0")}`;
+    bugLog.bugs.push({
+        id: nextId,
+        timestamp: new Date().toISOString(),
+        error_message: detection.summary,
+        file: relFile,
+        root_cause: detection.rootCause,
+        fix: detection.fix,
+        tags: ["auto-detected", detection.category, ext.replace(".", "") || "unknown"],
+        related_bugs: [],
+        occurrences: 1,
+        last_seen: new Date().toISOString(),
+    });
+    writeJSON(bugLogPath, bugLog);
+}
+function detectFixPattern(oldStr, newStr, ext) {
+    const oldLines = oldStr.split("\n");
+    const newLines = newStr.split("\n");
+    // --- Error handling added ---
+    if (newStr.includes("catch") && !oldStr.includes("catch")) {
+        const fn = newStr.match(/(?:function|def|async)\s+(\w+)/)?.[1] || "unknown";
+        return {
+            category: "error-handling",
+            summary: `Missing error handling in ${path.basename(fn)}`,
+            rootCause: "Code path had no error handling — exceptions would propagate uncaught",
+            fix: `Added try/catch block`,
+            context: extractChangedLines(oldStr, newStr),
+        };
+    }
+    // --- Null/undefined safety ---
+    if ((newStr.includes("?.") && !oldStr.includes("?.")) ||
+        (newStr.includes("?? ") && !oldStr.includes("?? ")) ||
+        (/!==?\s*(null|undefined)/.test(newStr) && !/!==?\s*(null|undefined)/.test(oldStr))) {
+        return {
+            category: "null-safety",
+            summary: `Null/undefined access in ${path.basename(path.basename(""))}`,
+            rootCause: "Property access on potentially null/undefined value",
+            fix: `Added null safety (optional chaining or null check)`,
+            context: extractChangedLines(oldStr, newStr),
+        };
+    }
+    // --- Guard clause / early return added ---
+    if (/if\s*\([^)]*\)\s*(return|throw|continue|break)/.test(newStr) &&
+        !/if\s*\([^)]*\)\s*(return|throw|continue|break)/.test(oldStr)) {
+        const condition = newStr.match(/if\s*\(([^)]+)\)/)?.[1]?.trim().slice(0, 60) || "condition";
+        return {
+            category: "guard-clause",
+            summary: `Missing guard clause`,
+            rootCause: `No early return/throw for edge case: ${condition}`,
+            fix: `Added guard clause: if (${condition.slice(0, 40)})`,
+        };
+    }
+    // --- Wrong value / string fix (very common bug) ---
+    if (oldLines.length <= 3 && newLines.length <= 3) {
+        const oldJoined = oldStr.trim();
+        const newJoined = newStr.trim();
+        // String literal changed
+        const oStrs = oldJoined.match(/['"`]([^'"`]{2,})['"`]/g) || [];
+        const nStrs = newJoined.match(/['"`]([^'"`]{2,})['"`]/g) || [];
+        if (oStrs.length > 0 && nStrs.length > 0) {
+            for (let i = 0; i < Math.min(oStrs.length, nStrs.length); i++) {
+                if (oStrs[i] !== nStrs[i]) {
+                    return {
+                        category: "wrong-value",
+                        summary: `Incorrect value in code`,
+                        rootCause: `Had ${oStrs[i].slice(0, 50)}`,
+                        fix: `Changed to ${nStrs[i].slice(0, 50)}`,
+                    };
+                }
+            }
+        }
+        // Variable name / method call changed
+        const oldTokens = tokenizeCode(oldJoined);
+        const newTokens = tokenizeCode(newJoined);
+        const changed = [];
+        for (let i = 0; i < Math.min(oldTokens.length, newTokens.length); i++) {
+            if (oldTokens[i] !== newTokens[i]) {
+                changed.push([oldTokens[i], newTokens[i]]);
+            }
+        }
+        if (changed.length === 1 && changed[0][0].length > 2) {
+            return {
+                category: "wrong-reference",
+                summary: `Wrong reference: ${changed[0][0]} should be ${changed[0][1]}`,
+                rootCause: `Used "${changed[0][0]}" instead of "${changed[0][1]}"`,
+                fix: `Changed ${changed[0][0]} → ${changed[0][1]}`,
+            };
+        }
+    }
+    // --- Logic fix (condition changed) ---
+    const oldCond = oldStr.match(/if\s*\(([^)]+)\)/)?.[1];
+    const newCond = newStr.match(/if\s*\(([^)]+)\)/)?.[1];
+    if (oldCond && newCond && oldCond !== newCond && oldLines.length <= 5) {
+        return {
+            category: "logic-fix",
+            summary: `Wrong condition in logic`,
+            rootCause: `Condition was: if (${oldCond.slice(0, 50)})`,
+            fix: `Changed to: if (${newCond.slice(0, 50)})`,
+        };
+    }
+    // --- Operator fix (=== vs ==, > vs >=, etc.) ---
+    const opChange = findOperatorChange(oldStr, newStr);
+    if (opChange) {
+        return {
+            category: "operator-fix",
+            summary: `Wrong operator: ${opChange.old} should be ${opChange.new}`,
+            rootCause: `Used "${opChange.old}" instead of "${opChange.new}"`,
+            fix: `Changed operator ${opChange.old} → ${opChange.new}`,
+        };
+    }
+    // --- Missing import/require ---
+    const oldImports = new Set((oldStr.match(/(?:import|require)\s*\(?['"]([^'"]+)['"]\)?/g) || []).map(m => m));
+    const newImports = (newStr.match(/(?:import|require)\s*\(?['"]([^'"]+)['"]\)?/g) || []);
+    const addedImports = newImports.filter(i => !oldImports.has(i));
+    if (addedImports.length > 0 && newLines.length - oldLines.length <= addedImports.length + 2) {
+        const modules = addedImports.map(i => i.match(/['"]([^'"]+)['"]/)?.[1] || "").filter(Boolean);
+        return {
+            category: "missing-import",
+            summary: `Missing import: ${modules.join(", ")}`,
+            rootCause: `Module(s) not imported: ${modules.join(", ")}`,
+            fix: `Added import(s) for ${modules.join(", ")}`,
+        };
+    }
+    // --- Return value fix ---
+    const oldReturn = oldStr.match(/return\s+(.+)/)?.[1]?.trim();
+    const newReturn = newStr.match(/return\s+(.+)/)?.[1]?.trim();
+    if (oldReturn && newReturn && oldReturn !== newReturn && oldLines.length <= 5) {
+        return {
+            category: "return-value",
+            summary: `Wrong return value`,
+            rootCause: `Was returning: ${oldReturn.slice(0, 50)}`,
+            fix: `Now returns: ${newReturn.slice(0, 50)}`,
+        };
+    }
+    // --- Async/await fix ---
+    if (newStr.includes("await ") && !oldStr.includes("await ")) {
+        return {
+            category: "async-fix",
+            summary: `Missing await`,
+            rootCause: `Async call without await — returned Promise instead of value`,
+            fix: `Added await to async call`,
+            context: extractChangedLines(oldStr, newStr),
+        };
+    }
+    if (newStr.includes("async ") && !oldStr.includes("async ")) {
+        return {
+            category: "async-fix",
+            summary: `Function not marked async`,
+            rootCause: `Function uses await but wasn't declared async`,
+            fix: `Added async modifier`,
+        };
+    }
+    // --- Type annotation/cast fix ---
+    if (ext === ".ts" || ext === ".tsx") {
+        if ((newStr.includes(" as ") && !oldStr.includes(" as ")) ||
+            (newStr.includes(": ") && !oldStr.includes(": ") && oldLines.length <= 3)) {
+            return {
+                category: "type-fix",
+                summary: `Type error`,
+                rootCause: `Missing or incorrect type annotation`,
+                fix: `Added type assertion/annotation`,
+                context: extractChangedLines(oldStr, newStr),
+            };
+        }
+    }
+    // --- CSS/style fix ---
+    if (ext === ".css" || ext === ".scss" || ext === ".vue" || ext === ".tsx" || ext === ".jsx") {
+        const oldProps = extractCSSProps(oldStr);
+        const newProps = extractCSSProps(newStr);
+        const changedProps = [...newProps.entries()].filter(([k, v]) => oldProps.get(k) !== v && oldProps.has(k));
+        if (changedProps.length > 0 && changedProps.length <= 3) {
+            const desc = changedProps.map(([k, v]) => `${k}: ${oldProps.get(k)} → ${v}`).join("; ");
+            return {
+                category: "style-fix",
+                summary: `CSS fix: ${changedProps.map(([k]) => k).join(", ")}`,
+                rootCause: desc,
+                fix: `Changed ${desc}`,
+            };
+        }
+    }
+    // --- Significant diff (catch-all for substantial edits) ---
+    const diffRatio = Math.abs(newStr.length - oldStr.length) / Math.max(oldStr.length, 1);
+    if (diffRatio > 0.3 && oldLines.length >= 3 && newLines.length >= 3) {
+        // Only log if there's meaningful structural change, not just additions
+        const removedLines = oldLines.filter(l => l.trim() && !newLines.some(nl => nl.trim() === l.trim()));
+        if (removedLines.length >= 2) {
+            return {
+                category: "refactor",
+                summary: `Significant refactor of ${path.basename("")}`,
+                rootCause: `${removedLines.length} lines replaced/restructured`,
+                fix: `Rewrote ${oldLines.length}→${newLines.length} lines (${removedLines.length} removed)`,
+                context: removedLines.slice(0, 2).map(l => l.trim().slice(0, 50)).join("; "),
+            };
+        }
+    }
+    return null;
+}
+function extractChangedLines(oldStr, newStr) {
+    const oldLines = new Set(oldStr.split("\n").map(l => l.trim()).filter(Boolean));
+    const newLines = newStr.split("\n").map(l => l.trim()).filter(Boolean);
+    const added = newLines.filter(l => !oldLines.has(l));
+    return added.slice(0, 2).map(l => l.slice(0, 60)).join("; ");
+}
+function tokenizeCode(code) {
+    return code.replace(/[^\w$]/g, " ").split(/\s+/).filter(t => t.length > 0);
+}
+function findOperatorChange(oldStr, newStr) {
+    const operators = ["===", "!==", "==", "!=", ">=", "<=", ">>", "<<", "&&", "||", "??"];
+    for (const op of operators) {
+        if (oldStr.includes(op) && !newStr.includes(op)) {
+            for (const op2 of operators) {
+                if (op2 !== op && newStr.includes(op2) && !oldStr.includes(op2)) {
+                    return { old: op, new: op2 };
+                }
+            }
+        }
+    }
+    return null;
+}
+function extractCSSProps(code) {
+    const props = new Map();
+    const matches = code.matchAll(/([\w-]+)\s*:\s*([^;}\n]+)/g);
+    for (const m of matches) {
+        props.set(m[1].trim(), m[2].trim());
+    }
+    return props;
+}
+main().catch(() => process.exit(0));
+//# sourceMappingURL=post-write.js.map

.wolf/hooks/pre-read.js

@@ -0,0 +1,80 @@
+import * as path from "node:path";
+import { getWolfDir, ensureWolfDir, readJSON, writeJSON, readMarkdown, parseAnatomy, readStdin, normalizePath } from "./shared.js";
+async function main() {
+    ensureWolfDir();
+    const wolfDir = getWolfDir();
+    const hooksDir = path.join(wolfDir, "hooks");
+    const sessionFile = path.join(hooksDir, "_session.json");
+    const raw = await readStdin();
+    let input;
+    try {
+        input = JSON.parse(raw);
+    }
+    catch {
+        process.exit(0);
+        return;
+    }
+    const filePath = input.tool_input?.file_path ?? input.tool_input?.path ?? "";
+    if (!filePath) {
+        process.exit(0);
+        return;
+    }
+    const normalizedFile = normalizePath(filePath);
+    // Skip tracking for .wolf/ internal files — they're infrastructure, not project files.
+    // Counting them inflates anatomy miss rates since .wolf/ is excluded from anatomy scanning.
+    const projectDir = normalizePath(process.env.CLAUDE_PROJECT_DIR || process.cwd());
+    const relToProject = normalizedFile.startsWith(projectDir)
+        ? normalizedFile.slice(projectDir.length).replace(/^\//, "")
+        : "";
+    if (relToProject.startsWith(".wolf/") || relToProject.startsWith(".wolf\\")) {
+        process.exit(0);
+        return;
+    }
+    const session = readJSON(sessionFile, {
+        session_id: "", files_read: {}, anatomy_hits: 0, anatomy_misses: 0,
+        repeated_reads_warned: 0,
+    });
+    // Check if already read this session
+    if (session.files_read[normalizedFile]) {
+        const prev = session.files_read[normalizedFile];
+        process.stderr.write(`⚡ OpenWolf: ${path.basename(normalizedFile)} was already read this session (~${prev.tokens} tokens). Consider using your existing knowledge of this file.\n`);
+        session.files_read[normalizedFile].count++;
+        session.repeated_reads_warned++;
+        writeJSON(sessionFile, session);
+        process.exit(0);
+        return;
+    }
+    // Check anatomy.md for this file
+    const anatomyContent = readMarkdown(path.join(wolfDir, "anatomy.md"));
+    const sections = parseAnatomy(anatomyContent);
+    let found = false;
+    for (const [sectionKey, entries] of sections) {
+        for (const entry of entries) {
+            // Build the full relative path from the section key + filename for accurate matching
+            const entryRelPath = normalizePath(path.join(sectionKey, entry.file));
+            if (normalizedFile.endsWith(entryRelPath) || normalizedFile.endsWith("/" + entryRelPath)) {
+                process.stderr.write(`📋 OpenWolf anatomy: ${entry.file} — ${entry.description} (~${entry.tokens} tok)\n`);
+                found = true;
+                break;
+            }
+        }
+        if (found)
+            break;
+    }
+    if (found) {
+        session.anatomy_hits++;
+    }
+    else {
+        session.anatomy_misses++;
+    }
+    // Record initial read entry (tokens will be updated in post-read)
+    session.files_read[normalizedFile] = {
+        count: 1,
+        tokens: 0,
+        first_read: new Date().toISOString(),
+    };
+    writeJSON(sessionFile, session);
+    process.exit(0);
+}
+main().catch(() => process.exit(0));
+//# sourceMappingURL=pre-read.js.map

.wolf/hooks/pre-write.js

@@ -0,0 +1,121 @@
+import * as fs from "node:fs";
+import * as path from "node:path";
+import { getWolfDir, ensureWolfDir, readJSON, readMarkdown, readStdin } from "./shared.js";
+async function main() {
+    ensureWolfDir();
+    const wolfDir = getWolfDir();
+    const raw = await readStdin();
+    let input;
+    try {
+        input = JSON.parse(raw);
+    }
+    catch {
+        process.exit(0);
+        return;
+    }
+    // For Edit tool, the meaningful content is old_string + new_string
+    const content = input.tool_input?.content ?? "";
+    const oldStr = input.tool_input?.old_string ?? "";
+    const newStr = input.tool_input?.new_string ?? "";
+    const filePath = input.tool_input?.file_path ?? input.tool_input?.path ?? "";
+    const allContent = [content, oldStr, newStr].join("\n");
+    if (!allContent.trim()) {
+        process.exit(0);
+        return;
+    }
+    // 1. Cerebrum Do-Not-Repeat check
+    checkCerebrum(wolfDir, allContent);
+    // 2. Bug log: search for similar past bugs when editing code
+    // This fires when Claude is about to edit a file — if the edit looks like a fix
+    // (changing error handling, modifying catch blocks, etc.), check the bug log
+    if (filePath && (oldStr || content)) {
+        checkBugLog(wolfDir, filePath, oldStr, newStr, content);
+    }
+    process.exit(0);
+}
+function checkCerebrum(wolfDir, content) {
+    const cerebrumContent = readMarkdown(path.join(wolfDir, "cerebrum.md"));
+    const doNotRepeatSection = cerebrumContent.split("## Do-Not-Repeat")[1];
+    if (!doNotRepeatSection)
+        return;
+    const entries = doNotRepeatSection.split("## ")[0];
+    const lines = entries.split("\n").filter((l) => l.trim().startsWith("[") || l.trim().startsWith("-"));
+    for (const line of lines) {
+        const trimmed = line.trim().replace(/^[-*]\s*/, "").replace(/^\[[\d-]+\]\s*/, "");
+        if (!trimmed)
+            continue;
+        const patterns = [];
+        const quotedMatches = trimmed.match(/"([^"]+)"/g) || trimmed.match(/'([^']+)'/g) || trimmed.match(/`([^`]+)`/g);
+        if (quotedMatches) {
+            for (const qm of quotedMatches) {
+                patterns.push(qm.replace(/["'`]/g, ""));
+            }
+        }
+        const neverMatch = trimmed.match(/(?:never use|avoid|don't use|do not use)\s+(\w+)/i);
+        if (neverMatch)
+            patterns.push(neverMatch[1]);
+        for (const pattern of patterns) {
+            try {
+                const regex = new RegExp(`\\b${pattern.replace(/[.*+?^${}()|[\]\\]/g, "\\$&")}\\b`, "i");
+                if (regex.test(content)) {
+                    process.stderr.write(`⚠️ OpenWolf cerebrum warning: "${trimmed}" — check your code before proceeding.\n`);
+                }
+            }
+            catch { }
+        }
+    }
+}
+// Common words that appear in most code — must be excluded from similarity matching
+const STOP_WORDS = new Set([
+    "error", "function", "return", "const", "this", "that", "with", "from",
+    "import", "export", "class", "interface", "type", "undefined", "null",
+    "true", "false", "string", "number", "object", "array", "value",
+    "file", "path", "name", "data", "response", "request", "result",
+    "should", "must", "does", "have", "been", "will", "would", "could",
+    "when", "then", "else", "each", "some", "every", "only",
+]);
+function checkBugLog(wolfDir, filePath, oldStr, newStr, content) {
+    const bugLogPath = path.join(wolfDir, "buglog.json");
+    if (!fs.existsSync(bugLogPath))
+        return;
+    const bugLog = readJSON(bugLogPath, { version: 1, bugs: [] });
+    if (bugLog.bugs.length === 0)
+        return;
+    const basename = path.basename(filePath);
+    // ONLY surface bugs that match the SAME file being edited.
+    // Cross-file matching is too noisy and risks misdirecting Claude.
+    const fileMatches = bugLog.bugs.filter(b => {
+        const bugBasename = path.basename(b.file);
+        return bugBasename === basename;
+    });
+    if (fileMatches.length === 0)
+        return;
+    // Further filter: require tag or error_message overlap with the edit content
+    const editText = (oldStr + " " + newStr + " " + content).toLowerCase();
+    const editTokens = tokenize(editText);
+    const relevant = fileMatches.filter(bug => {
+        // Check if any bug tag appears in the edit content
+        const tagHit = bug.tags.some(t => editText.includes(t.toLowerCase()));
+        if (tagHit)
+            return true;
+        // Check meaningful word overlap (excluding stop words)
+        const bugTokens = tokenize(bug.error_message + " " + bug.root_cause);
+        const overlap = [...editTokens].filter(t => bugTokens.has(t));
+        // Require at least 3 meaningful overlapping words
+        return overlap.length >= 3;
+    });
+    if (relevant.length === 0)
+        return;
+    // Surface as a FYI, not a directive — Claude should evaluate, not blindly apply
+    process.stderr.write(`📋 OpenWolf buglog: ${relevant.length} past bug(s) found for ${basename} — review for context, do NOT apply blindly:\n`);
+    for (const bug of relevant.slice(0, 2)) {
+        process.stderr.write(`   [${bug.id}] "${bug.error_message.slice(0, 70)}"\n   Cause: ${bug.root_cause.slice(0, 80)}\n   Fix: ${bug.fix.slice(0, 80)}\n`);
+    }
+}
+function tokenize(text) {
+    return new Set(text.replace(/[^\w\s]/g, " ").split(/\s+/)
+        .filter(w => w.length > 3 && !STOP_WORDS.has(w.toLowerCase()))
+        .map(w => w.toLowerCase()));
+}
+main().catch(() => process.exit(0));
+//# sourceMappingURL=pre-write.js.map

.wolf/hooks/session-start.js

@@ -0,0 +1,77 @@
+import * as fs from "node:fs";
+import * as path from "node:path";
+import { getWolfDir, ensureWolfDir, writeJSON, appendMarkdown, readJSON, timestamp, timeShort } from "./shared.js";
+async function main() {
+    ensureWolfDir();
+    const wolfDir = getWolfDir();
+    // Clean up stale .tmp files left from failed atomic writes
+    try {
+        const files = fs.readdirSync(wolfDir);
+        for (const f of files) {
+            if (f.endsWith(".tmp")) {
+                try {
+                    fs.unlinkSync(path.join(wolfDir, f));
+                }
+                catch { }
+            }
+        }
+    }
+    catch { }
+    const hooksDir = path.join(wolfDir, "hooks");
+    const sessionFile = path.join(hooksDir, "_session.json");
+    const now = new Date();
+    const sessionId = `session-${now.toISOString().slice(0, 10)}-${String(now.getHours()).padStart(2, "0")}${String(now.getMinutes()).padStart(2, "0")}`;
+    // Create fresh session state
+    writeJSON(sessionFile, {
+        session_id: sessionId,
+        started: timestamp(),
+        files_read: {},
+        files_written: [],
+        edit_counts: {},
+        anatomy_hits: 0,
+        anatomy_misses: 0,
+        repeated_reads_warned: 0,
+        cerebrum_warnings: 0,
+        stop_count: 0,
+    });
+    // Append session header to memory.md
+    const memoryPath = path.join(wolfDir, "memory.md");
+    const header = `\n## Session: ${now.toISOString().slice(0, 10)} ${timeShort()}\n\n| Time | Action | File(s) | Outcome | ~Tokens |\n|------|--------|---------|---------|--------|\n`;
+    appendMarkdown(memoryPath, header);
+    // Check cerebrum freshness — remind Claude to learn
+    try {
+        const cerebrumPath = path.join(wolfDir, "cerebrum.md");
+        const cerebrumContent = fs.readFileSync(cerebrumPath, "utf-8");
+        const stat = fs.statSync(cerebrumPath);
+        const daysSinceUpdate = (Date.now() - stat.mtimeMs) / (1000 * 60 * 60 * 24);
+        // Count actual entries (non-comment, non-empty lines in content sections)
+        const entryLines = cerebrumContent.split("\n").filter(l => {
+            const t = l.trim();
+            return t.startsWith("- ") || t.startsWith("* ") || (t.startsWith("[") && t.includes("]"));
+        });
+        if (entryLines.length < 3) {
+            process.stderr.write(`💡 OpenWolf: cerebrum.md has only ${entryLines.length} entries. Learn from this session — record user preferences, project conventions, and mistakes to .wolf/cerebrum.md.\n`);
+        }
+        else if (daysSinceUpdate > 3) {
+            process.stderr.write(`💡 OpenWolf: cerebrum.md hasn't been updated in ${Math.floor(daysSinceUpdate)} days. Look for opportunities to add learnings this session.\n`);
+        }
+    }
+    catch { }
+    // Check buglog — remind if empty
+    try {
+        const buglogPath = path.join(wolfDir, "buglog.json");
+        const buglog = readJSON(buglogPath, { bugs: [] });
+        if (buglog.bugs.length === 0) {
+            process.stderr.write(`📋 OpenWolf: buglog.json is empty. If you encounter or fix any bugs, errors, or failed tests this session, log them to .wolf/buglog.json.\n`);
+        }
+    }
+    catch { }
+    // Increment total_sessions in token-ledger
+    const ledgerPath = path.join(wolfDir, "token-ledger.json");
+    const ledger = readJSON(ledgerPath, { version: 1, lifetime: { total_sessions: 0 } });
+    ledger.lifetime.total_sessions++;
+    writeJSON(ledgerPath, ledger);
+    process.exit(0);
+}
+main().catch(() => process.exit(0));
+//# sourceMappingURL=session-start.js.map

.wolf/hooks/shared.js

@@ -0,0 +1,614 @@
+import * as fs from "node:fs";
+import * as path from "node:path";
+import * as crypto from "node:crypto";
+export function getWolfDir() {
+    // Prefer CLAUDE_PROJECT_DIR so hooks work even if CWD changes during a session
+    const projectDir = process.env.CLAUDE_PROJECT_DIR || process.cwd();
+    return path.join(projectDir, ".wolf");
+}
+/**
+ * Bail out silently if .wolf/ directory doesn't exist in the current project.
+ * Call this at the top of every hook to avoid crashes in non-OpenWolf projects.
+ */
+export function ensureWolfDir() {
+    const wolfDir = getWolfDir();
+    if (!fs.existsSync(wolfDir)) {
+        process.exit(0);
+    }
+}
+export function readJSON(filePath, fallback) {
+    try {
+        return JSON.parse(fs.readFileSync(filePath, "utf-8"));
+    }
+    catch {
+        return fallback;
+    }
+}
+export function writeJSON(filePath, data) {
+    const dir = path.dirname(filePath);
+    if (!fs.existsSync(dir))
+        fs.mkdirSync(dir, { recursive: true });
+    const tmp = filePath + "." + crypto.randomBytes(4).toString("hex") + ".tmp";
+    try {
+        fs.writeFileSync(tmp, JSON.stringify(data, null, 2), "utf-8");
+        fs.renameSync(tmp, filePath);
+    }
+    catch {
+        // On Windows, rename can fail if another process holds a handle.
+        // Fall back to direct write and clean up the tmp file.
+        try {
+            fs.writeFileSync(filePath, JSON.stringify(data, null, 2), "utf-8");
+        }
+        catch { }
+        try {
+            fs.unlinkSync(tmp);
+        }
+        catch { }
+    }
+}
+export function readMarkdown(filePath) {
+    try {
+        return fs.readFileSync(filePath, "utf-8");
+    }
+    catch {
+        return "";
+    }
+}
+export function appendMarkdown(filePath, line) {
+    const dir = path.dirname(filePath);
+    if (!fs.existsSync(dir))
+        fs.mkdirSync(dir, { recursive: true });
+    fs.appendFileSync(filePath, line, "utf-8");
+}
+export function parseAnatomy(content) {
+    const sections = new Map();
+    let currentSection = "";
+    for (const line of content.split("\n")) {
+        const sm = line.match(/^## (.+)/);
+        if (sm) {
+            currentSection = sm[1].trim();
+            if (!sections.has(currentSection))
+                sections.set(currentSection, []);
+            continue;
+        }
+        if (!currentSection)
+            continue;
+        const em = line.match(/^- `([^`]+)`(?:\s+—\s+(.+?))?\s*\(~(\d+)\s+tok\)$/);
+        if (em) {
+            sections.get(currentSection).push({
+                file: em[1],
+                description: em[2] || "",
+                tokens: parseInt(em[3], 10),
+            });
+        }
+    }
+    return sections;
+}
+export function serializeAnatomy(sections, metadata) {
+    const lines = [
+        "# anatomy.md",
+        "",
+        `> Auto-maintained by OpenWolf. Last scanned: ${metadata.lastScanned}`,
+        `> Files: ${metadata.fileCount} tracked | Anatomy hits: ${metadata.hits} | Misses: ${metadata.misses}`,
+        "",
+    ];
+    const keys = [...sections.keys()].sort();
+    for (const key of keys) {
+        lines.push(`## ${key}`);
+        lines.push("");
+        const entries = sections.get(key).sort((a, b) => a.file.localeCompare(b.file));
+        for (const e of entries) {
+            const desc = e.description ? ` — ${e.description}` : "";
+            lines.push(`- \`${e.file}\`${desc} (~${e.tokens} tok)`);
+        }
+        lines.push("");
+    }
+    return lines.join("\n");
+}
+export function extractDescription(filePath) {
+    const MAX_DESC = 150;
+    const basename = path.basename(filePath);
+    const ext = path.extname(basename).toLowerCase();
+    const known = {
+        "package.json": "Node.js package manifest",
+        "tsconfig.json": "TypeScript configuration",
+        ".gitignore": "Git ignore rules",
+        "README.md": "Project documentation",
+        "composer.json": "PHP package manifest",
+        "requirements.txt": "Python dependencies",
+        "schema.sql": "Database schema",
+        "Dockerfile": "Docker container definition",
+        "docker-compose.yml": "Docker Compose services",
+        "Cargo.toml": "Rust package manifest",
+        "go.mod": "Go module definition",
+        "Gemfile": "Ruby dependencies",
+        "pubspec.yaml": "Dart/Flutter package manifest",
+    };
+    if (known[basename])
+        return known[basename];
+    let content;
+    try {
+        const fd = fs.openSync(filePath, "r");
+        const buf = Buffer.alloc(12288); // 12KB
+        const n = fs.readSync(fd, buf, 0, 12288, 0);
+        fs.closeSync(fd);
+        content = buf.subarray(0, n).toString("utf-8");
+    }
+    catch {
+        return "";
+    }
+    if (!content.trim())
+        return "";
+    const cap = (s) => s.length <= MAX_DESC ? s : s.slice(0, MAX_DESC - 3) + "...";
+    // Markdown heading
+    if (ext === ".md" || ext === ".mdx") {
+        const m = content.match(/^#{1,2}\s+(.+)$/m);
+        if (m)
+            return cap(m[1].trim());
+    }
+    // HTML title
+    if (ext === ".html" || ext === ".htm") {
+        const m = content.match(/<title[^>]*>([^<]+)<\/title>/i);
+        if (m)
+            return cap(m[1].trim());
+    }
+    // JSDoc / PHPDoc / Javadoc — first meaningful line
+    const jm = content.match(/\/\*\*\s*\n?\s*\*?\s*(.+)/);
+    if (jm) {
+        const l = jm[1].replace(/\*\/$/, "").trim();
+        if (l && !l.startsWith("@") && l.length > 5)
+            return cap(l);
+    }
+    // Python docstring
+    if (ext === ".py") {
+        const dm = content.match(/^(?:#[^\n]*\n)*\s*(?:"""(.+?)"""|'''(.+?)''')/s);
+        if (dm) {
+            const first = (dm[1] || dm[2]).split("\n")[0].trim();
+            if (first && first.length > 3)
+                return cap(first);
+        }
+    }
+    // Rust doc comments
+    if (ext === ".rs") {
+        const lines = content.split("\n");
+        for (const line of lines.slice(0, 20)) {
+            const m = line.match(/^\s*(?:\/\/\/|\/\/!)\s*(.+)/);
+            if (m && m[1].length > 5)
+                return cap(m[1].trim());
+        }
+    }
+    // Go package comment
+    if (ext === ".go") {
+        const m = content.match(/\/\/\s*Package\s+\w+\s+(.*)/);
+        if (m)
+            return cap(m[1].trim());
+    }
+    // C# XML doc
+    if (ext === ".cs") {
+        const m = content.match(/<summary>\s*([\s\S]*?)\s*<\/summary>/);
+        if (m) {
+            const text = m[1].replace(/\/\/\/\s*/g, "").replace(/\s+/g, " ").trim();
+            if (text.length > 5)
+                return cap(text);
+        }
+    }
+    // Elixir @moduledoc
+    if (ext === ".ex" || ext === ".exs") {
+        const m = content.match(/@moduledoc\s+"""\s*\n\s*(.*)/);
+        if (m)
+            return cap(m[1].trim());
+    }
+    // Header comment (skip generic ones)
+    const hdrLines = content.split("\n");
+    for (const line of hdrLines.slice(0, 15)) {
+        const t = line.trim();
+        if (!t || t === "<?php" || t.startsWith("#!") || t.startsWith("namespace") || t.startsWith("use ") || t.startsWith("import ") || t.startsWith("from ") || t.startsWith("require") || t.startsWith("module "))
+            continue;
+        const cm = t.match(/^(?:\/\/|#|--)\s*(.+)/);
+        if (cm) {
+            const text = cm[1].trim();
+            const lower = text.toLowerCase();
+            if (text.length > 5 && !lower.startsWith("copyright") && !lower.startsWith("license") && !lower.startsWith("@") && !lower.startsWith("strict") && !lower.startsWith("generated") && !lower.startsWith("eslint-") && !lower.startsWith("nolint")) {
+                return cap(text);
+            }
+        }
+        if (!t.startsWith("//") && !t.startsWith("#") && !t.startsWith("/*") && !t.startsWith("*") && !t.startsWith("--"))
+            break;
+    }
+    // ─── PHP / Laravel ───────────────────────────────────────
+    if (ext === ".php") {
+        if (basename.endsWith(".blade.php")) {
+            const ext2 = content.match(/@extends\(\s*['"]([^'"]+)['"]\s*\)/);
+            const sections = (content.match(/@section\(\s*['"](\w+)['"]/g) || []).map(s => s.match(/['"](\w+)['"]/)?.[1]).filter(Boolean);
+            const parts = [];
+            if (ext2)
+                parts.push(`extends ${ext2[1]}`);
+            if (sections.length)
+                parts.push(`sections: ${sections.join(", ")}`);
+            return cap(parts.length ? `Blade: ${parts.join(", ")}` : "Blade template");
+        }
+        const classM = content.match(/class\s+(\w+)(?:\s+extends\s+(\w+))?/);
+        const className = classM?.[1] || "";
+        const parent = classM?.[2] || "";
+        const pubMethods = (content.match(/public\s+function\s+(\w+)/g) || [])
+            .map(m => m.match(/public\s+function\s+(\w+)/)?.[1])
+            .filter(n => n && n !== "__construct" && n !== "middleware");
+        if (basename.endsWith("Controller.php") || parent === "Controller") {
+            if (pubMethods.length > 0) {
+                const display = pubMethods.slice(0, 5).join(", ");
+                return cap(pubMethods.length > 5 ? `${display} + ${pubMethods.length - 5} more` : display);
+            }
+        }
+        if (parent === "Model" || parent === "Authenticatable") {
+            const parts = [];
+            const tbl = content.match(/\$table\s*=\s*['"]([^'"]+)['"]/);
+            if (tbl)
+                parts.push(`table: ${tbl[1]}`);
+            const fill = content.match(/\$fillable\s*=\s*\[([^\]]*)\]/s);
+            if (fill) {
+                const c = (fill[1].match(/['"]/g) || []).length / 2;
+                parts.push(`${Math.floor(c)} fields`);
+            }
+            const rels = (content.match(/\$this->(hasMany|hasOne|belongsTo|belongsToMany|morphMany|morphTo)\(/g) || []).length;
+            if (rels)
+                parts.push(`${rels} rels`);
+            return cap(parts.length ? `Model — ${parts.join(", ")}` : `Model: ${className}`);
+        }
+        if (basename.match(/^\d{4}_\d{2}_\d{2}/)) {
+            const create = content.match(/Schema::create\(\s*['"]([^'"]+)['"]/);
+            if (create)
+                return `Migration: create ${create[1]} table`;
+            const alter = content.match(/Schema::table\(\s*['"]([^'"]+)['"]/);
+            if (alter)
+                return `Migration: alter ${alter[1]} table`;
+            return "Database migration";
+        }
+        if (className && pubMethods.length > 0) {
+            const display = pubMethods.slice(0, 4).join(", ");
+            return cap(pubMethods.length > 4 ? `${className}: ${display} + ${pubMethods.length - 4} more` : `${className}: ${display}`);
+        }
+    }
+    // ─── TS/JS/React/Next.js ─────────────────────────────────
+    if (ext === ".ts" || ext === ".tsx" || ext === ".js" || ext === ".jsx" || ext === ".mjs" || ext === ".cjs") {
+        // React component
+        if (ext === ".tsx" || ext === ".jsx") {
+            const comp = content.match(/(?:export\s+(?:default\s+)?)?(?:function|const)\s+(\w+)/);
+            const parts = [];
+            if (comp)
+                parts.push(comp[1]);
+            const renders = [];
+            if (/<(?:form|Form)/i.test(content))
+                renders.push("form");
+            if (/<(?:table|Table|DataTable)/i.test(content))
+                renders.push("table");
+            if (/<(?:dialog|Dialog|Modal|Drawer)/i.test(content))
+                renders.push("modal");
+            if (renders.length)
+                parts.push(`renders ${renders.join(", ")}`);
+            if (parts.length)
+                return cap(parts.join(" — "));
+        }
+        // Next.js conventions
+        if (basename === "page.tsx" || basename === "page.js")
+            return "Next.js page component";
+        if (basename === "layout.tsx" || basename === "layout.js")
+            return "Next.js layout";
+        if (basename === "route.ts" || basename === "route.js") {
+            const methods = [...new Set((content.match(/export\s+(?:async\s+)?function\s+(GET|POST|PUT|PATCH|DELETE)/g) || [])
+                    .map(m => m.match(/(GET|POST|PUT|PATCH|DELETE)/)?.[1]))].filter(Boolean);
+            return methods.length ? `Next.js API route: ${methods.join(", ")}` : "Next.js API route";
+        }
+        // Express/Fastify routes
+        const routeHits = content.match(/\.(get|post|put|patch|delete)\s*\(\s*['"`]/g);
+        if (routeHits && routeHits.length > 0) {
+            const methods = [...new Set(routeHits.map(r => r.match(/\.(get|post|put|patch|delete)/)?.[1]?.toUpperCase()))];
+            return cap(`API routes: ${methods.join(", ")} (${routeHits.length} endpoints)`);
+        }
+        // tRPC router
+        if (content.includes("createTRPCRouter") || content.includes("publicProcedure")) {
+            const procs = (content.match(/\.(query|mutation|subscription)\s*\(/g) || []).length;
+            return procs ? `tRPC router: ${procs} procedures` : "tRPC router";
+        }
+        // Zod schemas
+        if (content.includes("z.object") || content.includes("z.string")) {
+            const schemas = (content.match(/(?:export\s+)?(?:const|let)\s+(\w+)\s*=\s*z\./g) || [])
+                .map(s => s.match(/(?:const|let)\s+(\w+)/)?.[1]).filter(Boolean);
+            if (schemas.length)
+                return cap(`Zod schemas: ${schemas.slice(0, 4).join(", ")}${schemas.length > 4 ? ` + ${schemas.length - 4} more` : ""}`);
+        }
+        // Exports summary
+        const exports = (content.match(/export\s+(?:async\s+)?(?:function|class|const|interface|type|enum)\s+(\w+)/g) || [])
+            .map(e => e.match(/(\w+)$/)?.[1]).filter(Boolean);
+        if (exports.length > 0 && exports.length <= 5)
+            return `Exports ${exports.join(", ")}`;
+        if (exports.length > 5)
+            return cap(`Exports ${exports.slice(0, 4).join(", ")} + ${exports.length - 4} more`);
+    }
+    // ─── Python / Django / FastAPI / Flask ────────────────────
+    if (ext === ".py") {
+        // Django model
+        if (content.includes("models.Model")) {
+            const cls = content.match(/class\s+(\w+)\(.*models\.Model\)/);
+            const fields = (content.match(/^\s+\w+\s*=\s*models\.\w+/gm) || []).length;
+            return cap(`Model: ${cls?.[1] || "unknown"}, ${fields} fields`);
+        }
+        // FastAPI/Flask routes
+        if (content.includes("@router.") || content.includes("@app.")) {
+            const routes = (content.match(/@(?:router|app)\.(get|post|put|patch|delete)\s*\(/g) || []);
+            return cap(routes.length ? `API: ${routes.length} endpoints` : "API router");
+        }
+        // Pydantic
+        if (content.includes("BaseModel") && content.includes("Field(")) {
+            const cls = content.match(/class\s+(\w+)\(.*BaseModel\)/);
+            return cls ? `Pydantic: ${cls[1]}` : "Pydantic model";
+        }
+        // Celery
+        if (content.includes("@shared_task") || content.includes("@app.task")) {
+            const tasks = (content.match(/def\s+(\w+)/g) || []).map(m => m.match(/def\s+(\w+)/)?.[1]).filter(n => n && !n.startsWith("_"));
+            return cap(tasks.length ? `Celery tasks: ${tasks.join(", ")}` : "Celery task");
+        }
+        // Generic
+        const pyClass = content.match(/class\s+(\w+)/);
+        const funcs = (content.match(/def\s+(\w+)/g) || []).map(f => f.match(/def\s+(\w+)/)?.[1]).filter(n => n && !n.startsWith("_"));
+        if (pyClass && funcs.length > 0)
+            return cap(funcs.length > 4 ? `${pyClass[1]}: ${funcs.slice(0, 4).join(", ")} + ${funcs.length - 4} more` : `${pyClass[1]}: ${funcs.join(", ")}`);
+        if (funcs.length > 0)
+            return cap(funcs.slice(0, 4).join(", "));
+    }
+    // ─── Go ──────────────────────────────────────────────────
+    if (ext === ".go") {
+        const handlers = (content.match(/func\s+(\w+)\s*\(\s*\w+\s+http\.ResponseWriter/g) || [])
+            .map(m => m.match(/func\s+(\w+)/)?.[1]).filter(Boolean);
+        if (handlers.length)
+            return cap(`HTTP handlers: ${handlers.slice(0, 5).join(", ")}`);
+        const iface = content.match(/type\s+(\w+)\s+interface\s*\{/);
+        if (iface)
+            return `Interface: ${iface[1]}`;
+        const structM = content.match(/type\s+(\w+)\s+struct\s*\{/);
+        if (structM)
+            return `Struct: ${structM[1]}`;
+        const funcs = (content.match(/^func\s+(\w+)/gm) || []).map(m => m.match(/func\s+(\w+)/)?.[1]).filter(n => n && n[0] === n[0].toUpperCase());
+        if (funcs.length)
+            return cap(funcs.slice(0, 5).join(", "));
+    }
+    // ─── Rust ────────────────────────────────────────────────
+    if (ext === ".rs") {
+        const structM = content.match(/pub\s+struct\s+(\w+)/);
+        if (structM) {
+            const methods = (content.match(/pub\s+(?:async\s+)?fn\s+(\w+)/g) || []).map(m => m.match(/fn\s+(\w+)/)?.[1]).filter(Boolean);
+            return cap(methods.length ? `${structM[1]}: ${methods.slice(0, 4).join(", ")}` : `Struct: ${structM[1]}`);
+        }
+        const traitM = content.match(/pub\s+trait\s+(\w+)/);
+        if (traitM)
+            return `Trait: ${traitM[1]}`;
+        const enumM = content.match(/pub\s+enum\s+(\w+)/);
+        if (enumM)
+            return `Enum: ${enumM[1]}`;
+        const fns = (content.match(/pub\s+(?:async\s+)?fn\s+(\w+)/g) || []).map(m => m.match(/fn\s+(\w+)/)?.[1]).filter(Boolean);
+        if (fns.length)
+            return cap(fns.slice(0, 5).join(", "));
+    }
+    // ─── Java / Spring ───────────────────────────────────────
+    if (ext === ".java") {
+        const cls = content.match(/(?:public\s+)?class\s+(\w+)/);
+        const className = cls?.[1] || basename.replace(".java", "");
+        const annotations = (content.match(/@(RestController|Controller|Service|Repository|Component|Entity|Configuration)/g) || []).map(a => a.slice(1));
+        const mappings = (content.match(/@(?:Get|Post|Put|Patch|Delete|Request)Mapping/g) || []).length;
+        if (mappings)
+            return cap(`${annotations[0] || "Spring"}: ${className} (${mappings} endpoints)`);
+        if (annotations.length)
+            return `${annotations[0]}: ${className}`;
+        if (content.includes("@Entity"))
+            return `Entity: ${className}`;
+        const methods = (content.match(/public\s+(?:static\s+)?(?:\w+(?:<[\w,\s]+>)?)\s+(\w+)\s*\(/g) || [])
+            .map(m => m.match(/(\w+)\s*\(/)?.[1]).filter(n => n && n !== className);
+        if (methods.length)
+            return cap(`${className}: ${methods.slice(0, 4).join(", ")}`);
+        return className ? `Class: ${className}` : "";
+    }
+    // ─── Kotlin ──────────────────────────────────────────────
+    if (ext === ".kt" || ext === ".kts") {
+        const cls = content.match(/(?:data\s+)?class\s+(\w+)/);
+        if (content.match(/data\s+class/))
+            return `Data class: ${cls?.[1] || basename.replace(/\.kts?$/, "")}`;
+        if (content.includes("routing {"))
+            return "Ktor routing";
+        const fns = (content.match(/fun\s+(\w+)/g) || []).map(m => m.match(/fun\s+(\w+)/)?.[1]).filter(Boolean);
+        if (cls && fns.length)
+            return cap(`${cls[1]}: ${fns.slice(0, 4).join(", ")}`);
+        if (fns.length)
+            return cap(fns.slice(0, 5).join(", "));
+    }
+    // ─── C# / .NET ───────────────────────────────────────────
+    if (ext === ".cs") {
+        const cls = content.match(/(?:public\s+)?(?:partial\s+)?class\s+(\w+)(?:\s*:\s*(\w+))?/);
+        const className = cls?.[1] || basename.replace(".cs", "");
+        const parent = cls?.[2] || "";
+        if (parent === "Controller" || parent === "ControllerBase" || content.includes("[ApiController]")) {
+            const actions = (content.match(/\[Http(Get|Post|Put|Patch|Delete)\]/g) || []).map(a => a.match(/Http(\w+)/)?.[1]).filter(Boolean);
+            return cap(actions.length ? `API Controller: ${className} (${[...new Set(actions)].join(", ")})` : `Controller: ${className}`);
+        }
+        if (parent === "DbContext" || content.includes("DbSet<")) {
+            const sets = (content.match(/DbSet<(\w+)>/g) || []).map(s => s.match(/<(\w+)>/)?.[1]).filter(Boolean);
+            return cap(sets.length ? `DbContext: ${sets.join(", ")}` : `DbContext: ${className}`);
+        }
+        return className ? `Class: ${className}` : "";
+    }
+    // ─── Ruby / Rails ────────────────────────────────────────
+    if (ext === ".rb") {
+        const cls = content.match(/class\s+(\w+)(?:\s*<\s*(\w+(?:::\w+)?))?/);
+        const className = cls?.[1] || "";
+        const parent = cls?.[2] || "";
+        if (parent?.includes("Controller")) {
+            const actions = (content.match(/def\s+(index|show|new|create|edit|update|destroy|\w+)/g) || [])
+                .map(m => m.match(/def\s+(\w+)/)?.[1]).filter(n => n && !n.startsWith("_"));
+            return cap(actions.length ? `Controller: ${actions.join(", ")}` : `Controller: ${className}`);
+        }
+        if (parent === "ApplicationRecord" || parent === "ActiveRecord::Base")
+            return `Model: ${className}`;
+        if (basename.match(/^\d{14}_/)) {
+            const create = content.match(/create_table\s+:(\w+)/);
+            return create ? `Migration: create ${create[1]}` : "Database migration";
+        }
+        const methods = (content.match(/def\s+(\w+)/g) || []).map(m => m.match(/def\s+(\w+)/)?.[1]).filter(n => n && !n.startsWith("_"));
+        if (cls && methods.length)
+            return cap(`${className}: ${methods.slice(0, 4).join(", ")}`);
+    }
+    // ─── Swift ───────────────────────────────────────────────
+    if (ext === ".swift") {
+        if (content.includes(": View") || content.includes("some View")) {
+            const name = content.match(/struct\s+(\w+)\s*:\s*View/);
+            return name ? `SwiftUI view: ${name[1]}` : "SwiftUI view";
+        }
+        const proto = content.match(/protocol\s+(\w+)/);
+        if (proto)
+            return `Protocol: ${proto[1]}`;
+        const struct = content.match(/(?:public\s+)?struct\s+(\w+)/);
+        const cls = content.match(/(?:public\s+)?class\s+(\w+)/);
+        const name = struct?.[1] || cls?.[1] || "";
+        if (name)
+            return `${struct ? "Struct" : "Class"}: ${name}`;
+    }
+    // ─── Dart / Flutter ──────────────────────────────────────
+    if (ext === ".dart") {
+        if (content.includes("StatefulWidget") || content.includes("StatelessWidget")) {
+            const name = content.match(/class\s+(\w+)\s+extends\s+(?:Stateful|Stateless)Widget/);
+            return name ? `${content.includes("StatefulWidget") ? "Stateful" : "Stateless"} widget: ${name[1]}` : "Flutter widget";
+        }
+        const cls = content.match(/class\s+(\w+)/);
+        if (cls)
+            return `Class: ${cls[1]}`;
+    }
+    // ─── Vue / Svelte / Astro ────────────────────────────────
+    if (ext === ".vue") {
+        const name = content.match(/name:\s*['"]([^'"]+)['"]/);
+        const setup = content.includes("<script setup");
+        const parts = [];
+        if (name)
+            parts.push(name[1]);
+        if (setup)
+            parts.push("setup");
+        return cap(parts.length ? `Vue: ${parts.join(", ")}` : "Vue component");
+    }
+    if (ext === ".svelte")
+        return `Svelte: ${basename.replace(".svelte", "")}`;
+    if (ext === ".astro")
+        return `Astro: ${basename.replace(".astro", "")}`;
+    // ─── CSS / SCSS / Less ───────────────────────────────────
+    if (ext === ".css" || ext === ".scss" || ext === ".less") {
+        const rules = (content.match(/^[.#@][^\n{]+/gm) || []).length;
+        const vars = (content.match(/--[\w-]+\s*:/g) || []).length;
+        const parts = [];
+        if (rules)
+            parts.push(`${rules} rules`);
+        if (vars)
+            parts.push(`${vars} vars`);
+        return cap(parts.length ? `Styles: ${parts.join(", ")}` : "Stylesheet");
+    }
+    // ─── SQL ─────────────────────────────────────────────────
+    if (ext === ".sql") {
+        const creates = (content.match(/CREATE\s+TABLE\s+(?:IF\s+NOT\s+EXISTS\s+)?[`"']?(\w+)/gi) || [])
+            .map(m => m.match(/(?:TABLE\s+(?:IF\s+NOT\s+EXISTS\s+)?)([`"']?\w+)/i)?.[1]?.replace(/[`"']/g, "")).filter(Boolean);
+        if (creates.length)
+            return cap(`SQL: tables: ${creates.slice(0, 4).join(", ")}`);
+    }
+    // ─── Proto / GraphQL ─────────────────────────────────────
+    if (ext === ".proto") {
+        const msgs = (content.match(/message\s+(\w+)/g) || []).map(m => m.match(/message\s+(\w+)/)?.[1]).filter(Boolean);
+        const services = (content.match(/service\s+(\w+)/g) || []).map(m => m.match(/service\s+(\w+)/)?.[1]).filter(Boolean);
+        const parts = [];
+        if (msgs.length)
+            parts.push(`messages: ${msgs.slice(0, 3).join(", ")}`);
+        if (services.length)
+            parts.push(`services: ${services.join(", ")}`);
+        return cap(parts.length ? `Proto: ${parts.join(", ")}` : "");
+    }
+    if (ext === ".graphql" || ext === ".gql") {
+        const types = (content.match(/type\s+(\w+)/g) || []).map(m => m.match(/type\s+(\w+)/)?.[1]).filter(Boolean);
+        return cap(types.length ? `GraphQL: types: ${types.slice(0, 4).join(", ")}` : "GraphQL schema");
+    }
+    // ─── YAML ────────────────────────────────────────────────
+    if (ext === ".yaml" || ext === ".yml") {
+        if (content.includes("runs-on:")) {
+            const name = content.match(/^name:\s*(.+)$/m);
+            return cap(name ? `CI: ${name[1].trim()}` : "GitHub Actions workflow");
+        }
+        if (content.includes("apiVersion:") && content.includes("kind:")) {
+            const kind = content.match(/kind:\s*(\w+)/);
+            return cap(kind ? `K8s ${kind[1]}` : "Kubernetes manifest");
+        }
+        if (content.includes("services:") && (basename.includes("docker") || basename.includes("compose"))) {
+            const services = (content.match(/^\s{2}\w+:/gm) || []).length;
+            return `Docker Compose: ${services} services`;
+        }
+    }
+    // ─── TOML ────────────────────────────────────────────────
+    if (ext === ".toml") {
+        const desc = content.match(/^description\s*=\s*"([^"]+)"/m);
+        if (desc)
+            return cap(desc[1]);
+    }
+    // ─── Elixir ──────────────────────────────────────────────
+    if (ext === ".ex" || ext === ".exs") {
+        const mod = content.match(/defmodule\s+([\w.]+)/);
+        if (content.includes("Phoenix.LiveView"))
+            return cap(mod ? `LiveView: ${mod[1]}` : "Phoenix LiveView");
+        if (content.includes("Controller"))
+            return cap(mod ? `Phoenix controller: ${mod[1]}` : "Phoenix controller");
+        const fns = (content.match(/def\s+(\w+)/g) || []).map(m => m.match(/def\s+(\w+)/)?.[1]).filter(Boolean);
+        if (mod && fns.length)
+            return cap(`${mod[1]}: ${fns.slice(0, 4).join(", ")}`);
+        if (mod)
+            return mod[1];
+    }
+    // ─── Lua ─────────────────────────────────────────────────
+    if (ext === ".lua") {
+        const fns = (content.match(/function\s+(?:\w+[.:])?(\w+)/g) || []).map(m => m.match(/(\w+)\s*$/)?.[1]).filter(Boolean);
+        if (fns.length)
+            return cap(fns.slice(0, 5).join(", "));
+    }
+    // ─── Zig ─────────────────────────────────────────────────
+    if (ext === ".zig") {
+        const fns = (content.match(/pub\s+fn\s+(\w+)/g) || []).map(m => m.match(/fn\s+(\w+)/)?.[1]).filter(Boolean);
+        if (fns.length)
+            return cap(fns.slice(0, 5).join(", "));
+    }
+    // Last resort
+    const declM = content.match(/(?:function|class|const|interface|type|enum)\s+(\w+)/);
+    if (declM) {
+        const name = declM[1];
+        const methods = (content.match(/(?:public\s+)?(?:async\s+)?(?:function\s+|(?:get|set)\s+)(\w+)\s*\(/g) || [])
+            .map(m => m.match(/(\w+)\s*\(/)?.[1]).filter(n => n && n !== name && n !== "__construct" && n !== "constructor");
+        if (methods.length > 0 && methods.length <= 5)
+            return cap(`${name}: ${methods.join(", ")}`);
+        if (methods.length > 5)
+            return cap(`${name}: ${methods.slice(0, 3).join(", ")} + ${methods.length - 3} more`);
+        return `Declares ${name}`;
+    }
+    return "";
+}
+export function estimateTokens(text, type = "mixed") {
+    const ratio = type === "code" ? 3.5 : type === "prose" ? 4.0 : 3.75;
+    return Math.ceil(text.length / ratio);
+}
+export function timestamp() {
+    return new Date().toISOString();
+}
+export function timeShort() {
+    const d = new Date();
+    return `${String(d.getHours()).padStart(2, "0")}:${String(d.getMinutes()).padStart(2, "0")}`;
+}
+export function readStdin() {
+    return new Promise((resolve) => {
+        const chunks = [];
+        process.stdin.on("data", (chunk) => chunks.push(chunk));
+        process.stdin.on("end", () => resolve(Buffer.concat(chunks).toString("utf-8")));
+        // If no stdin data after 4s, resolve with whatever we have so far.
+        // On Windows, stdin delivery from Claude Code hooks can be slow.
+        setTimeout(() => resolve(chunks.length ? Buffer.concat(chunks).toString("utf-8") : "{}"), 4000);
+    });
+}
+export function normalizePath(p) {
+    return p.replace(/\\/g, "/");
+}
+//# sourceMappingURL=shared.js.map

.wolf/hooks/stop.js

@@ -0,0 +1,147 @@
+import * as fs from "node:fs";
+import * as path from "node:path";
+import { getWolfDir, ensureWolfDir, readJSON, writeJSON, appendMarkdown, timeShort } from "./shared.js";
+async function main() {
+    ensureWolfDir();
+    const wolfDir = getWolfDir();
+    const hooksDir = path.join(wolfDir, "hooks");
+    const sessionFile = path.join(hooksDir, "_session.json");
+    const session = readJSON(sessionFile, {
+        session_id: "",
+        started: "",
+        files_read: {},
+        files_written: [],
+        edit_counts: {},
+        anatomy_hits: 0,
+        anatomy_misses: 0,
+        repeated_reads_warned: 0,
+        cerebrum_warnings: 0,
+        stop_count: 0,
+    });
+    session.stop_count++;
+    // Only write to ledger if there's been activity
+    const readCount = Object.keys(session.files_read).length;
+    const writeCount = session.files_written.length;
+    if (readCount === 0 && writeCount === 0) {
+        writeJSON(sessionFile, session);
+        process.exit(0);
+        return;
+    }
+    // Check for files edited many times without a buglog entry
+    checkForMissingBugLogs(wolfDir, session);
+    // Check if cerebrum was updated this session (it should be if there were edits)
+    checkCerebrumFreshness(wolfDir, session);
+    // Build session entry for ledger
+    const reads = Object.entries(session.files_read).map(([file, data]) => ({
+        file,
+        tokens_estimated: data.tokens,
+        was_repeated: data.count > 1,
+        anatomy_had_description: false, // simplified
+    }));
+    const writes = session.files_written.map((w) => ({
+        file: w.file,
+        tokens_estimated: w.tokens,
+        action: w.action,
+    }));
+    const inputTokens = reads.reduce((sum, r) => sum + r.tokens_estimated, 0);
+    const outputTokens = writes.reduce((sum, w) => sum + w.tokens_estimated, 0);
+    const sessionEntry = {
+        id: session.session_id,
+        started: session.started,
+        ended: new Date().toISOString(),
+        reads,
+        writes,
+        totals: {
+            input_tokens_estimated: inputTokens,
+            output_tokens_estimated: outputTokens,
+            reads_count: readCount,
+            writes_count: writeCount,
+            repeated_reads_blocked: session.repeated_reads_warned,
+            anatomy_lookups: session.anatomy_hits,
+        },
+    };
+    // Update token-ledger.json
+    const ledgerPath = path.join(wolfDir, "token-ledger.json");
+    const ledger = readJSON(ledgerPath, {
+        version: 1,
+        created_at: "",
+        lifetime: {
+            total_tokens_estimated: 0,
+            total_reads: 0,
+            total_writes: 0,
+            total_sessions: 0,
+            anatomy_hits: 0,
+            anatomy_misses: 0,
+            repeated_reads_blocked: 0,
+            estimated_savings_vs_bare_cli: 0,
+        },
+        sessions: [],
+        daemon_usage: [],
+        waste_flags: [],
+        optimization_report: { last_generated: null, patterns: [] },
+    });
+    ledger.sessions.push(sessionEntry);
+    ledger.lifetime.total_reads += readCount;
+    ledger.lifetime.total_writes += writeCount;
+    ledger.lifetime.total_tokens_estimated += inputTokens + outputTokens;
+    ledger.lifetime.anatomy_hits += session.anatomy_hits;
+    ledger.lifetime.anatomy_misses += session.anatomy_misses;
+    ledger.lifetime.repeated_reads_blocked += session.repeated_reads_warned;
+    // Estimate savings: anatomy hits save ~200 tokens each, repeated reads blocked save their token count
+    const savedFromAnatomy = session.anatomy_hits * 200;
+    const savedFromRepeats = Object.values(session.files_read)
+        .filter((r) => r.count > 1)
+        .reduce((sum, r) => sum + r.tokens * (r.count - 1), 0);
+    ledger.lifetime.estimated_savings_vs_bare_cli += savedFromAnatomy + savedFromRepeats;
+    writeJSON(ledgerPath, ledger);
+    // Write a session summary line to memory.md if there was meaningful activity
+    if (writeCount > 0) {
+        try {
+            const uniqueFiles = new Set(session.files_written.map(w => path.basename(w.file)));
+            const fileList = [...uniqueFiles].slice(0, 5).join(", ");
+            const memoryPath = path.join(wolfDir, "memory.md");
+            appendMarkdown(memoryPath, `| ${timeShort()} | Session end: ${writeCount} writes across ${uniqueFiles.size} files (${fileList}) | ${readCount} reads | ~${inputTokens + outputTokens} tok |\n`);
+        }
+        catch { }
+    }
+    writeJSON(sessionFile, session);
+    process.exit(0);
+}
+/**
+ * Check if files were edited multiple times but buglog.json wasn't updated.
+ * Emit a stderr reminder so Claude sees it in the next turn.
+ */
+function checkForMissingBugLogs(wolfDir, session) {
+    if (!session.edit_counts)
+        return;
+    const multiEditFiles = Object.entries(session.edit_counts)
+        .filter(([, count]) => count >= 3)
+        .map(([file]) => path.basename(file));
+    if (multiEditFiles.length === 0)
+        return;
+    // Check if buglog was written to this session
+    const buglogWritten = session.files_written.some(w => w.file.includes("buglog.json"));
+    if (!buglogWritten) {
+        process.stderr.write(`⚠️ OpenWolf: Files edited 3+ times this session (${multiEditFiles.join(", ")}) but buglog.json was not updated. If you fixed bugs, please log them.\n`);
+    }
+}
+/**
+ * Check if cerebrum.md was updated recently. If it hasn't been updated in
+ * a while and there was significant activity, emit a gentle reminder.
+ */
+function checkCerebrumFreshness(wolfDir, session) {
+    const cerebrumPath = path.join(wolfDir, "cerebrum.md");
+    try {
+        const stat = fs.statSync(cerebrumPath);
+        const hoursSinceUpdate = (Date.now() - stat.mtimeMs) / (1000 * 60 * 60);
+        // If cerebrum hasn't been updated in 24h+ and there were significant writes
+        if (hoursSinceUpdate > 24 && session.files_written.length >= 3) {
+            process.stderr.write(`💡 OpenWolf: cerebrum.md hasn't been updated in ${Math.floor(hoursSinceUpdate)}h. Did you learn any user preferences, conventions, or gotchas this session? Consider updating .wolf/cerebrum.md.\n`);
+        }
+    }
+    catch {
+        // cerebrum.md doesn't exist, that's ok
+    }
+}
+main().catch(() => process.exit(0));
+//# sourceMappingURL=stop.js.map

.wolf/identity.md

@@ -0,0 +1,9 @@
+# Identity
+
+- **Name:** ai-liaowangweb-app
+- **Role:** AI development assistant for ai-liaowangweb-app
+- **Tone:** Direct, concise, technically precise
+- **Constraints:**
+  - Never modify .env or secret files without explicit user confirmation
+  - Never delete files without explicit user confirmation
+  - Always explain why before making architectural changes

.wolf/memory.md

@@ -0,0 +1,97 @@
+# Memory
+
+> Chronological action log. Hooks and AI append to this file automatically.
+| 17:05 | 修复 SpiderResult.link VARCHAR(500) 超长导致 save_selected 500 | app/models.py, .wolf/buglog.json | link 改为 Text，记录 bug-001，需生产库执行 ALTER TABLE | ~200 |
+
+## Session: 2026-05-21 01:11
+
+| Time | Action | File(s) | Outcome | ~Tokens |
+|------|--------|---------|---------|--------|
+| 01:25 | Created C:/Users/liwei/.claude/plans/vivid-splashing-kay.md | — | ~311 |
+| 01:26 | Created _check_sqlite.py | — | ~98 |
+| 01:26 | Created _check_schema.py | — | ~101 |
+| 01:27 | Created migrate_sqlite_to_pg.py | — | ~1633 |
+| 01:27 | Edited app/config.py | join() → RuntimeError() | ~220 |
+| 01:27 | Edited app/config.py | modified _build_database_uri() | ~20 |
+| 01:29 | Created migrate_sqlite_to_pg.py | — | ~1738 |
+| 01:29 | Created _check_pg.py | — | ~171 |
+| 01:31 | Session end: 8 writes across 6 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 8 reads | ~8532 tok |
+| 01:33 | Created C:/Users/liwei/.claude/plans/vivid-splashing-kay.md | — | ~423 |
+| 01:36 | Created dump_pg_to_sql.py | — | ~1409 |
+| 01:36 | Edited dump_pg_to_sql.py | 4→9 lines | ~59 |
+| 01:37 | Edited dump_pg_to_sql.py | expanded (+6 lines) | ~343 |
+| 01:37 | Edited dump_pg_to_sql.py | 9→10 lines | ~109 |
+| 01:37 | Edited dump_pg_to_sql.py | 7→7 lines | ~80 |
+| 01:37 | Edited dump_pg_to_sql.py | expanded (+7 lines) | ~116 |
+| 01:37 | Edited dump_pg_to_sql.py | inline fix | ~15 |
+| 01:38 | Created C:/Users/liwei/.claude/plans/vivid-splashing-kay.md | — | ~507 |
+| 01:42 | Edited docker-compose.yml | expanded (+23 lines) | ~516 |
+| 01:42 | Created docker-compose.dev.yml | — | ~57 |
+| 01:43 | Edited entrypoint.sh | 8→9 lines | ~81 |
+| 01:43 | Session end: 20 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 20 reads | ~15422 tok |
+| 01:44 | Session end: 20 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 20 reads | ~15422 tok |
+| 01:45 | Edited docker-compose.yml | 2→2 lines | ~9 |
+| 01:45 | Session end: 21 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 20 reads | ~15431 tok |
+| 01:45 | Session end: 21 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 20 reads | ~15431 tok |
+| 01:46 | Session end: 21 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 20 reads | ~15431 tok |
+| 01:48 | Session end: 21 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 20 reads | ~15431 tok |
+| 01:49 | Edited dump_pg_to_sql.py | expanded (+6 lines) | ~328 |
+| 01:50 | Session end: 22 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 21 reads | ~17361 tok |
+| 01:51 | Session end: 22 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 21 reads | ~17361 tok |
+| 01:51 | Session end: 22 writes across 10 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 21 reads | ~17361 tok |
+| 02:09 | Created C:/Users/liwei/.claude/plans/vivid-splashing-kay.md | — | ~701 |
+| 02:10 | Edited app/routes/deep_routes.py | modified list_knowledge_bases_proxy() | ~482 |
+| 02:11 | Edited app/templates/deep_management.html | 10→13 lines | ~226 |
+| 02:11 | Edited app/templates/deep_management.html | expanded (+19 lines) | ~558 |
+| 02:11 | Edited app/templates/deep_management.html | added optional chaining | ~686 |
+| 02:11 | Session end: 27 writes across 12 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 25 reads | ~20469 tok |
+| 02:14 | Session end: 27 writes across 12 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 25 reads | ~20469 tok |
+| 02:15 | Session end: 27 writes across 12 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 25 reads | ~20469 tok |
+| 02:25 | Edited app/routes/deep_routes.py | modified import_to_knowledge() | ~572 |
+| 02:26 | Edited app/templates/knowledge_management.html | 3→3 lines | ~67 |
+| 02:26 | Session end: 29 writes across 13 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 26 reads | ~24604 tok |
+| 02:28 | Session end: 29 writes across 13 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 26 reads | ~24604 tok |
+| 02:29 | Edited app/templates/knowledge_management.html | 3→3 lines | ~74 |
+| 02:29 | Session end: 30 writes across 13 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 26 reads | ~24684 tok |
+| 02:29 | Session end: 30 writes across 13 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 26 reads | ~24684 tok |
+| 02:54 | Edited app/routes/deep_routes.py | inline fix | ~15 |
+| 02:54 | Session end: 31 writes across 13 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 26 reads | ~24699 tok |
+| 02:55 | Session end: 31 writes across 13 files (vivid-splashing-kay.md, _check_sqlite.py, _check_schema.py, migrate_sqlite_to_pg.py, config.py) | 26 reads | ~24699 tok |
+
+## Session: 2026-05-21 03:09
+
+| Time | Action | File(s) | Outcome | ~Tokens |
+|------|--------|---------|---------|--------|
+| 03:13 | Edited app/knowledge_poller.py | modified in() | ~207 |
+| 03:13 | Edited app/routes/knowledge_routes.py | modified in() | ~207 |
+| 03:13 | Edited app/templates/knowledge_management.html | 2→3 lines | ~84 |
+| 03:13 | Edited app/templates/knowledge_management.html | 2→3 lines | ~36 |
+| 03:14 | Edited app/templates/knowledge_management.html | added 2 condition(s) | ~424 |
+| 03:14 | Session end: 5 writes across 3 files (knowledge_poller.py, knowledge_routes.py, knowledge_management.html) | 6 reads | ~20308 tok |
+| 03:15 | Edited app/routes/knowledge_routes.py | modified in() | ~163 |
+| 03:15 | Session end: 6 writes across 3 files (knowledge_poller.py, knowledge_routes.py, knowledge_management.html) | 6 reads | ~23534 tok |
+| 03:17 | Edited app/sample_center_client.py | 8→13 lines | ~151 |
+| 03:17 | Edited app/sample_center_client.py | 3→4 lines | ~68 |
+| 03:17 | Session end: 8 writes across 4 files (knowledge_poller.py, knowledge_routes.py, knowledge_management.html, sample_center_client.py) | 7 reads | ~23753 tok |
+| 03:19 | Session end: 8 writes across 4 files (knowledge_poller.py, knowledge_routes.py, knowledge_management.html, sample_center_client.py) | 7 reads | ~23753 tok |
+| 03:31 | Edited app/routes/deep_routes.py | expanded (+7 lines) | ~127 |
+| 03:31 | Session end: 9 writes across 5 files (knowledge_poller.py, knowledge_routes.py, knowledge_management.html, sample_center_client.py, deep_routes.py) | 7 reads | ~23880 tok |
+| 03:32 | Session end: 9 writes across 5 files (knowledge_poller.py, knowledge_routes.py, knowledge_management.html, sample_center_client.py, deep_routes.py) | 7 reads | ~23880 tok |
+| 03:43 | Edited app/routes/deep_routes.py | reduced (-6 lines) | ~221 |
+| 03:43 | Edited app/sample_center_client.py | modified batch_import() | ~217 |
+| 03:44 | Session end: 11 writes across 5 files (knowledge_poller.py, knowledge_routes.py, knowledge_management.html, sample_center_client.py, deep_routes.py) | 7 reads | ~25957 tok |
+
+## Session: 2026-05-25 11:51
+
+| Time | Action | File(s) | Outcome | ~Tokens |
+|------|--------|---------|---------|--------|
+| 11:57 | Created fix_pg_sequences.py | — | ~675 |
+| 11:58 | Session end: 1 writes across 1 files (fix_pg_sequences.py) | 4 reads | ~1331 tok |
+| 11:59 | Session end: 1 writes across 1 files (fix_pg_sequences.py) | 4 reads | ~1331 tok |
+| 12:01 | Session end: 1 writes across 1 files (fix_pg_sequences.py) | 4 reads | ~1331 tok |
+| 12:02 | Session end: 1 writes across 1 files (fix_pg_sequences.py) | 4 reads | ~1331 tok |
+
+## Session: 2026-05-25 14:26
+
+| Time | Action | File(s) | Outcome | ~Tokens |
+|------|--------|---------|---------|--------|

.wolf/reframe-frameworks.md

@@ -0,0 +1,597 @@
+# OpenWolf Reframe — UI Framework Knowledge Base
+
+When the user asks to change, pick, migrate, or "reframe" their UI framework, use this file to guide the conversation and generate the right migration prompt.
+
+## Decision Questions
+
+Ask these in order. Stop early if the answer narrows to 1-2 frameworks.
+
+1. **What framework/library does your project currently use?** (React, Vue, Svelte, plain HTML, etc.)
+2. **What's your priority?** (a) Stunning animations, (b) Fast setup / ship quickly, (c) Full design control, (d) Accessibility-first, (e) Business/enterprise look
+3. **Do you use Tailwind CSS already?** (Yes → most options work. No → Chakra UI or DaisyUI are easier without it)
+4. **Light mode, dark mode, or both?**
+5. **Is this a landing page, a dashboard/app, or both?**
+
+## Quick Selection Guide
+
+| Priority | Recommended |
+|----------|-------------|
+| Fastest setup | DaisyUI, Preline UI |
+| Stunning animations | Aceternity UI, Magic UI |
+| Maximum control | shadcn/ui, Headless UI |
+| Most free components | Origin UI (400+) |
+| Multi-framework (React + Vue + Svelte) | Park UI, DaisyUI, Flowbite |
+| AI product aesthetic | Cult UI |
+| Polished defaults + accessibility | HeroUI, Chakra UI |
+| Business/enterprise | Flowbite, shadcn/ui |
+
+## Comparison Matrix
+
+| Framework | Styling | Animation | Setup | Best For | Cost |
+|-----------|---------|-----------|-------|----------|------|
+| shadcn/ui | Tailwind + Radix | Minimal | Medium | Full apps, dashboards | Free |
+| Aceternity UI | Tailwind + Framer Motion | Heavy, cinematic | Easy (copy-paste) | Animated landing pages | Free / Pro |
+| Magic UI | Tailwind + Motion | Purposeful, polished | Easy (shadcn CLI) | SaaS marketing | Free / Pro |
+| DaisyUI | Tailwind plugin | CSS transitions | Very easy | Rapid prototyping | Free |
+| HeroUI | Tailwind + React Aria | Smooth built-in | Easy | React apps, accessible | Free |
+| Chakra UI | CSS-in-JS (Emotion) | Built-in transitions | Easy | Themed React apps | Free |
+| Flowbite | Tailwind plugin | CSS transitions | Very easy | Multi-framework, business | Free / Pro |
+| Preline UI | Tailwind plugin | CSS + minimal JS | Very easy | Speed-focused builds | Free / Pro |
+| Park UI | Tailwind + Ark UI | Minimal | Medium | Multi-framework, design systems | Free |
+| Origin UI | Tailwind + shadcn | Minimal | Easy (copy-paste) | Max component variety | Free |
+| Headless UI | Custom Tailwind | Custom (Transition) | Medium-Hard | Full design control | Free |
+| Cult UI | Tailwind + shadcn | Modern, subtle | Medium | AI apps, full-stack | Free |
+
+---
+
+## Framework Prompts
+
+After the user selects a framework, use the corresponding prompt below. **Adapt it to the user's actual project** — replace generic references with their real file structure, existing routes, and components from `.wolf/anatomy.md`.
+
+---
+
+### shadcn/ui
+
+**Stack:** React, Tailwind CSS, Radix UI
+**Install:** `npx shadcn@latest init`
+**Site:** ui.shadcn.com
+
+```
+Build a modern, minimalist landing page using Next.js 14+ (App Router), TypeScript, Tailwind CSS, and shadcn/ui components.
+
+ARCHITECTURE:
+- Use Next.js App Router with server components by default, client components only when interactivity is needed
+- Organize: /app for routes, /components/ui for shadcn primitives, /components/sections for page sections, /lib for utilities
+- Use CSS variables for theming via shadcn's built-in system
+
+DESIGN PRINCIPLES:
+- Minimalist with generous whitespace (py-24 to py-32 section spacing)
+- Max-width container (max-w-6xl mx-auto) with responsive padding
+- Typography hierarchy: text-5xl/6xl hero → text-3xl section titles → text-lg body
+- Muted color palette with ONE bold accent color for CTAs
+- Subtle micro-interactions on hover (scale, opacity transitions)
+- Dark mode support via shadcn's theme provider
+
+SECTIONS TO BUILD:
+1. Navbar — sticky, transparent-to-solid on scroll, logo left, nav center, CTA button right
+2. Hero — large headline (max 8 words), subtext (max 2 lines), primary CTA button + secondary ghost button, optional hero image or abstract illustration
+3. Social proof — logo cloud of 5-6 partner/client logos in grayscale
+4. Features — 3-column bento grid with icon, title, description per card using shadcn Card component
+5. How it works — 3-step numbered process with connecting line
+6. Testimonials — carousel or grid of 3 testimonial cards with avatar, quote, name, role
+7. Pricing — 3-tier pricing table using shadcn Card, highlight the recommended plan with ring/border accent
+8. FAQ — accordion using shadcn Accordion component
+9. CTA — full-width section with headline, subtext, and primary action button
+10. Footer — 4-column grid (brand, product links, company links, legal), copyright at bottom
+
+COMPONENT USAGE:
+- Button (primary, secondary, ghost, outline variants)
+- Card, CardHeader, CardContent, CardFooter
+- Accordion, AccordionItem, AccordionTrigger, AccordionContent
+- Badge for labels/tags
+- Separator for dividers
+- NavigationMenu for navbar
+
+CODE QUALITY:
+- Fully responsive (mobile-first)
+- Semantic HTML (section, nav, main, footer)
+- Accessible (proper aria labels, keyboard navigation)
+- Performant (lazy load images, optimize fonts via next/font)
+- Clean component separation (each section is its own component)
+```
+
+---
+
+### Aceternity UI
+
+**Stack:** React, Next.js, Tailwind CSS, Framer Motion
+**Install:** Copy-paste or `npx shadcn@latest add [component]`
+**Site:** ui.aceternity.com
+
+```
+Build a visually stunning, animation-rich landing page using Next.js 14+, TypeScript, Tailwind CSS, and Aceternity UI components with Framer Motion.
+
+ARCHITECTURE:
+- Next.js App Router with client components for animated sections
+- Organize: /app, /components/aceternity (copied components), /components/sections, /lib
+- Install Framer Motion for animation engine
+
+DESIGN PRINCIPLES:
+- Dark theme as primary (bg-black/bg-slate-950 backgrounds)
+- Dramatic contrast with glowing accents (cyan, purple, or emerald)
+- Layered depth via gradients, glows, and glassmorphism
+- Cinematic scroll-triggered animations with staggered reveals
+- Generous padding (py-32+), large typography (text-6xl/7xl hero)
+- Noise/grain texture overlays for visual richness
+
+SECTIONS TO BUILD WITH ACETERNITY COMPONENTS:
+1. Navbar — floating navbar with backdrop blur, animated on scroll
+2. Hero — use Aceternity's "Spotlight" or "Lamp" effect as background, massive headline with TextGenerateEffect or TypewriterEffect, gradient text on key words, two CTAs with HoverBorderGradient buttons
+3. Logo cloud — use InfiniteMovingCards for auto-scrolling partner logos
+4. Features — BentoGrid layout with animated cards, each card has BackgroundGradient or CardSpotlight hover effect
+5. Product showcase — use Aceternity's 3DCard or ParallaxScroll for product screenshots/mockups
+6. Testimonials — AnimatedTestimonials or InfiniteMovingCards with quote, avatar, name
+7. How it works — use TracingBeam component for a connected step-by-step flow
+8. Pricing — dark cards with GlowingStarsBackground, highlighted tier has animated border (MovingBorder)
+9. CTA — full-width with BackgroundBeams or Meteors effect behind headline and button
+10. Footer — clean 4-column layout with subtle separator
+
+ANIMATION GUIDELINES:
+- Page load: stagger hero elements (title → subtitle → buttons) with 0.15s delay each
+- Scroll: use Framer Motion's whileInView for reveal animations (fade up + slight scale)
+- Hover: cards lift (translateY -4px) with glow intensification
+- Keep animations performant (use transform/opacity only, will-change where needed)
+- Respect prefers-reduced-motion
+
+CODE QUALITY:
+- Mobile-first responsive design
+- Lazy load heavy animation components
+- Each section is a standalone component file
+- Accessible despite heavy animation (aria labels, focus states)
+```
+
+---
+
+### Magic UI
+
+**Stack:** React, TypeScript, Tailwind CSS, Motion (Framer Motion)
+**Install:** `npx shadcn@latest add [component]` (shadcn CLI compatible)
+**Site:** magicui.design
+
+```
+Build a polished, trend-forward SaaS landing page using Next.js 14+, TypeScript, Tailwind CSS, and Magic UI animated components.
+
+ARCHITECTURE:
+- Next.js App Router, server components where possible
+- Magic UI components installed via shadcn CLI into /components/magicui
+- Section components in /components/sections
+- Shared config in /lib (cn utility, site config)
+
+DESIGN PRINCIPLES:
+- Clean and modern, inspired by Linear/Vercel aesthetic
+- Light or dark mode with smooth toggle transition
+- Restrained animation — purposeful motion that guides attention, not distracts
+- High contrast text, muted backgrounds (slate-50 light / slate-950 dark)
+- Monospace or geometric sans-serif for headings, clean sans for body
+- ONE signature color (blue-500, violet-500, or emerald-500) for accents
+
+SECTIONS TO BUILD WITH MAGIC UI COMPONENTS:
+1. Navbar — clean horizontal nav, use MagicUI ShimmerButton for primary CTA
+2. Hero — large headline with AnimatedGradientText on key phrase, NumberTicker for a live stat ("10,000+ users"), DotPattern or GridPattern as subtle background, two buttons (ShimmerButton primary + outline secondary)
+3. Social proof — Marquee component for auto-scrolling logos horizontally
+4. Features — use MagicCard components in a 3-column grid, each with icon + title + description, subtle hover glow effect
+5. Bento showcase — BentoGrid layout showing product capabilities, mix of large and small tiles with different content types (text, mini-demos, stats)
+6. Metrics — AnimatedList showing live activity feed OR NumberTicker showing key stats (users, uptime, speed)
+7. Testimonials — Marquee of testimonial cards (vertical or horizontal scroll)
+8. Pricing — 3 tiers with clean card design, NeonGradientCard for featured plan, BorderBeam on hover
+9. CTA — centered layout with AnimatedShinyText headline, Particles or Meteors background effect
+10. Footer — minimal 3-4 column grid, muted text, social icons
+
+ANIMATION STRATEGY:
+- Use BlurIn / FadeIn for section entrance animations
+- NumberTicker for any statistics or metrics
+- Marquee for any horizontally scrolling content
+- Keep transitions under 600ms, use ease-out curves
+- Mobile: reduce or disable particle/meteor effects for performance
+
+CODE QUALITY:
+- Fully responsive with mobile breakpoints
+- Semantic HTML throughout
+- next/font for optimized typography
+- Image optimization via next/image
+- Component-per-section architecture
+```
+
+---
+
+### DaisyUI
+
+**Stack:** Tailwind CSS plugin (framework-agnostic)
+**Install:** `npm i -D daisyui` + add to tailwind.config
+**Site:** daisyui.com
+
+```
+Build a clean, professional landing page using Tailwind CSS and DaisyUI component classes.
+
+ARCHITECTURE:
+- Framework of choice with Tailwind CSS + DaisyUI plugin
+- Use DaisyUI's semantic class system (btn, card, hero, navbar, etc.)
+- Select a DaisyUI theme (or create custom) in tailwind.config.js
+- Organize by sections in /components/sections
+
+DESIGN PRINCIPLES:
+- Pick ONE DaisyUI theme as base (e.g., "winter" for clean light, "night" for dark, "corporate" for professional)
+- Customize theme colors in tailwind.config to match brand
+- Minimalist layout with clean spacing (p-8 to p-16 sections)
+- Let DaisyUI's built-in design system handle consistency
+- Typography via DaisyUI's prose class for content sections
+
+SECTIONS TO BUILD WITH DAISYUI CLASSES:
+1. Navbar — "navbar" component with "dropdown" for mobile menu, "btn btn-primary" for CTA
+2. Hero — "hero" component with "hero-content", large headline, subtext, "btn btn-primary" + "btn btn-ghost"
+3. Social proof — logo row using "flex" with "opacity-50 grayscale" on images
+4. Features — "card" components in a responsive grid, each with "card-body", uses "bg-base-200" for contrast
+5. Stats — "stats" component with "stat" items showing key metrics
+6. Steps — "steps" component (horizontal on desktop, vertical on mobile)
+7. Testimonials — "chat" component styled as testimonials OR "card" grid with "avatar"
+8. Pricing — "card" components with "badge badge-primary" for recommended plan
+9. FAQ — "collapse" or "collapse-plus" components for expandable Q&A
+10. Footer — "footer" component with 3-4 columns, "footer-title" for headings
+
+CODE QUALITY:
+- Fully responsive using Tailwind breakpoints
+- Zero custom CSS needed (DaisyUI handles it)
+- Accessible by default (DaisyUI follows ARIA patterns)
+- Fast load times (CSS-only, no JS shipped)
+- Works with any framework or plain HTML
+```
+
+---
+
+### HeroUI (formerly NextUI)
+
+**Stack:** React, Tailwind CSS, React Aria
+**Install:** `npm i @heroui/react`
+**Site:** heroui.com
+
+```
+Build an elegant, accessible landing page using Next.js 14+, TypeScript, Tailwind CSS, and HeroUI components.
+
+ARCHITECTURE:
+- Next.js App Router with HeroUI Provider wrapping the app
+- Import only needed components from @heroui/react (tree-shakeable)
+- Organize: /app, /components/sections, /lib
+- Use HeroUI's built-in theme system for consistent styling
+
+DESIGN PRINCIPLES:
+- Soft, modern aesthetic with rounded corners and smooth surfaces
+- Light mode primary with dark mode support via HeroUI's theme toggle
+- Subtle shadows and blur effects (HeroUI's built-in elevation system)
+- Clean sans-serif typography, generous line heights
+- Smooth transitions on all interactive elements (HeroUI provides these by default)
+
+SECTIONS TO BUILD WITH HEROUI COMPONENTS:
+1. Navbar — HeroUI Navbar with NavbarBrand, NavbarContent, NavbarItem, NavbarMenuToggle for mobile
+2. Hero — large headline, descriptive subtext, Button (color="primary" size="lg") + Button (variant="bordered")
+3. Social proof — Avatar group for client logos or Chip components for trust badges
+4. Features — Card components in grid, each with CardHeader, CardBody, use Divider between sections
+5. Product demo — Tabs component to show different product views/features interactively
+6. Testimonials — Card grid with User component (avatar + name + role) inside each card
+7. Pricing — Card components with Chip for "Popular" badge, Listbox for feature lists
+8. FAQ — Accordion component with AccordionItem for each question
+9. CTA — centered section with Input + Button combo for email capture
+10. Footer — clean grid with Link components, Divider above copyright
+
+CODE QUALITY:
+- Fully responsive with HeroUI's responsive props
+- Accessible by default (React Aria foundation)
+- Server-side rendering compatible
+- Optimized bundle (import individual components)
+- TypeScript strict mode
+```
+
+---
+
+### Chakra UI
+
+**Stack:** React, Emotion (CSS-in-JS)
+**Install:** `npm i @chakra-ui/react`
+**Site:** chakra-ui.com
+
+```
+Build a clean, accessible landing page using Next.js 14+, TypeScript, and Chakra UI v3.
+
+ARCHITECTURE:
+- Next.js App Router with ChakraProvider at root
+- Use Chakra's design tokens and theme extension for brand customization
+- Organize: /app, /components/sections, /theme (custom theme config)
+
+DESIGN PRINCIPLES:
+- Clean and warm aesthetic using Chakra's polished defaults
+- Consistent spacing using Chakra's space scale (4, 8, 12, 16, 20, 24)
+- Typography: use Chakra's Heading and Text components
+- Color mode support (light/dark) via useColorMode hook
+- Accessible-first: every component follows WAI-ARIA by default
+
+SECTIONS TO BUILD WITH CHAKRA COMPONENTS:
+1. Navbar — Flex with HStack, IconButton for mobile menu, Button for CTA
+2. Hero — VStack centered, Heading size="4xl", Text, HStack with two Buttons
+3. Social proof — HStack/Wrap of grayscale Image components
+4. Features — SimpleGrid columns={{base:1, md:3}} of VStack cards with Icon, Heading, Text
+5. Stats — Stat component group with StatLabel, StatNumber, StatHelpText
+6. Testimonials — SimpleGrid of Card with Avatar, Text (quote), Heading (name)
+7. Pricing — SimpleGrid of Card, Badge for "Popular", List for features
+8. FAQ — Accordion with AccordionItem, AccordionButton, AccordionPanel
+9. CTA — Box with bg gradient, VStack centered, Heading, Text, Button
+10. Footer — SimpleGrid columns={{base:2, md:4}} with VStack, Heading, Link
+
+THEME EXTENSION:
+const theme = extendTheme({
+  colors: { brand: { 50: '...', 500: '...', 900: '...' } },
+  fonts: { heading: 'Your Font', body: 'Your Font' },
+  components: { Button: { defaultProps: { colorScheme: 'brand' } } }
+})
+
+CODE QUALITY:
+- Fully responsive using Chakra's responsive array/object syntax
+- Dark mode ready with useColorModeValue
+- Accessible by default
+- TypeScript throughout with proper prop types
+```
+
+---
+
+### Flowbite
+
+**Stack:** Tailwind CSS (React, Vue, Svelte, Angular)
+**Install:** `npm i flowbite flowbite-react`
+**Site:** flowbite.com
+
+```
+Build a professional, conversion-optimized landing page using Next.js 14+, Tailwind CSS, and Flowbite React components.
+
+ARCHITECTURE:
+- Next.js App Router with Flowbite React components
+- Import from flowbite-react (Button, Card, Navbar, Footer, etc.)
+- Flowbite Tailwind plugin in tailwind.config for interactive styles
+
+DESIGN PRINCIPLES:
+- Business-professional aesthetic (clean, trustworthy, conversion-focused)
+- Cool neutral palette (slate/gray) with strong brand accent
+- Focus on readability and clear information hierarchy
+
+SECTIONS TO BUILD WITH FLOWBITE COMPONENTS:
+1. Navbar — Flowbite Navbar with Navbar.Brand, Navbar.Toggle, Navbar.Collapse
+2. Hero — Jumbotron-style, large Heading, Button group
+3. Social proof — row of client logos
+4. Features — Card components in responsive grid with icon badge, title, description
+5. Content — alternating image + text rows
+6. Testimonials — Blockquote or Card with Rating component for stars
+7. Pricing — Card with List for features, Badge for highlighted plan
+8. FAQ — Accordion component
+9. Newsletter CTA — TextInput + Button in a styled Banner
+10. Footer — Flowbite Footer with Footer.LinkGroup, Footer.Brand, Footer.Copyright
+
+CODE QUALITY:
+- Fully responsive (components are responsive by default)
+- Accessible (follows WAI-ARIA)
+- Works server-side with Next.js
+- Production-ready component patterns
+```
+
+---
+
+### Preline UI
+
+**Stack:** Tailwind CSS (HTML-first, React/Vue plugins)
+**Install:** `npm i preline` + add plugin to tailwind.config
+**Site:** preline.co
+
+```
+Build a sleek, modern landing page using Next.js 14+, Tailwind CSS, and Preline UI components.
+
+ARCHITECTURE:
+- Next.js App Router with Preline's Tailwind plugin
+- Use Preline's HTML component patterns (class-based, minimal JS)
+- Import preline JS for interactive components (dropdowns, modals, accordions)
+
+DESIGN PRINCIPLES:
+- Modern SaaS aesthetic (clean lines, airy spacing, professional)
+- Neutral base (white/slate) with vibrant accent for CTAs
+- Large section padding (py-16 to py-24)
+
+SECTIONS TO BUILD WITH PRELINE PATTERNS:
+1. Navbar — header component with mega menu support, sticky on scroll
+2. Hero — centered or split layout, large headline with gradient text, two CTA buttons
+3. Social proof — logo ticker or static row with grayscale filter
+4. Features — icon + text cards in 3-column grid
+5. Tabs showcase — tab component showing different product features per tab
+6. Testimonials — grid or slider of testimonial cards
+7. Pricing — pricing table pattern with toggle for monthly/annual
+8. Stats — counter section with large numbers + labels
+9. FAQ — accordion component with smooth expand/collapse
+10. CTA + Footer — email input + button CTA above multi-column footer
+
+CODE QUALITY:
+- Fully responsive with Tailwind breakpoints
+- Accessible (follows ARIA standards)
+- Lightweight (CSS + minimal JS)
+- Works with any framework via HTML classes
+```
+
+---
+
+### Park UI
+
+**Stack:** React/Vue/Solid, Ark UI (headless), Tailwind CSS
+**Install:** Copy-paste components (shadcn-style)
+**Site:** park-ui.com
+
+```
+Build a refined, design-system-driven landing page using Next.js 14+, TypeScript, Tailwind CSS, and Park UI components.
+
+ARCHITECTURE:
+- Next.js App Router with Park UI components (Ark UI + Tailwind CSS)
+- Copy-paste component installation (like shadcn)
+- Organize: /app, /components/ui (Park UI primitives), /components/sections
+
+DESIGN PRINCIPLES:
+- Polished and systematic (design-system quality)
+- Neutral, sophisticated palette with deliberate accent usage
+- Consistent spacing and sizing via Park UI's token scale
+- Light/dark mode via Park UI's built-in theme tokens
+
+SECTIONS TO BUILD WITH PARK UI COMPONENTS:
+1. Navbar — navigation components, clean horizontal layout, mobile drawer
+2. Hero — Heading + Text with proper token sizing, Button pair (solid + outline)
+3. Social proof — subtle logo row with muted styling
+4. Features — Card components in grid with Icon, Heading, Text
+5. Tabs showcase — Tabs component for interactive product feature display
+6. Testimonials — Card-based layout with Avatar + quote
+7. Pricing — Card grid with Badge for recommended tier
+8. FAQ — Accordion component (Ark UI primitive, styled via Park UI)
+9. CTA — centered section with Input + Button
+10. Footer — grid layout with Link groups and Separator
+
+CODE QUALITY:
+- Fully responsive and accessible
+- Ark UI headless primitives for rock-solid accessibility
+- TypeScript strict mode
+- Component-per-section architecture
+```
+
+---
+
+### Origin UI
+
+**Stack:** React, Tailwind CSS, shadcn/ui foundation
+**Install:** Copy-paste (400+ free components)
+**Site:** originui.com
+
+```
+Build a polished, component-rich landing page using Next.js 14+, TypeScript, Tailwind CSS, and Origin UI components (built on shadcn/ui).
+
+ARCHITECTURE:
+- Next.js App Router with shadcn/ui base + Origin UI component variants
+- Copy-paste Origin UI components into /components/ui
+- Origin UI extends shadcn patterns with 400+ variant options
+
+DESIGN PRINCIPLES:
+- Professional and versatile (many style variants per component)
+- Pick a cohesive subset of variants that match your brand
+- Consistent spacing and typography aligned with shadcn's token system
+- Focus on component quality and consistency over flashy animation
+
+SECTIONS TO BUILD:
+1. Navbar — choose from Origin UI's multiple navbar variants
+2. Hero — select a hero variant (centered, split, with background pattern)
+3. Social proof — logo cloud variant
+4. Features — pick feature section variant (grid, list, bento, with images)
+5. Content — alternating image/text sections
+6. Testimonials — choose testimonial variant (cards, quotes, carousel)
+7. Pricing — select pricing table variant (simple, comparison, with toggle)
+8. FAQ — accordion variant
+9. CTA — pick CTA variant (centered, with input, split layout)
+10. Footer — choose footer variant (simple, multi-column, with newsletter)
+
+CODE QUALITY:
+- Fully responsive (all components are mobile-first)
+- Accessible (shadcn/ui + Radix UI foundation)
+- TypeScript throughout
+- Minimal dependencies
+```
+
+---
+
+### Headless UI
+
+**Stack:** React or Vue, Tailwind CSS (by Tailwind Labs)
+**Install:** `npm i @headlessui/react`
+**Site:** headlessui.com
+
+```
+Build a custom-designed, fully accessible landing page using Next.js 14+, TypeScript, Tailwind CSS, and Headless UI for interactive components.
+
+ARCHITECTURE:
+- Next.js App Router with Tailwind CSS for all styling
+- Headless UI only for interactive behavior (menus, dialogs, tabs, disclosure, transitions)
+- All visual design is custom Tailwind — Headless UI provides zero styling
+- Organize: /app, /components/ui (custom-styled wrappers), /components/sections
+
+DESIGN PRINCIPLES:
+- Completely custom aesthetic — you control every pixel
+- Minimalist, editorial-quality design (think Stripe, Linear, Vercel)
+- Monochrome base with ONE signature accent color
+- Large whitespace, precise typography, meticulous alignment
+- Every interactive element is keyboard-navigable and screen-reader friendly
+
+SECTIONS TO BUILD:
+1. Navbar — custom with Headless UI Popover for dropdowns, Disclosure for mobile menu
+2. Hero — pure Tailwind, dramatic typography, clean CTAs
+3. Social proof — pure Tailwind logo row
+4. Features — custom card grid, optional Tab component for tabbed showcase
+5. Product showcase — TabGroup for interactive product views
+6. Testimonials — pure Tailwind card grid
+7. Pricing — RadioGroup for plan selection, Switch for monthly/annual toggle
+8. FAQ — Disclosure component for accessible expand/collapse
+9. CTA — pure Tailwind centered section
+10. Footer — pure Tailwind grid layout
+
+HEADLESS UI COMPONENTS TO LEVERAGE:
+- Popover — navbar dropdowns
+- Disclosure — mobile menu, FAQ items
+- Dialog — modals/overlays
+- Transition — smooth enter/leave animations
+- RadioGroup — plan selection
+- Switch — toggles
+- TabGroup — tabbed content
+
+CODE QUALITY:
+- 100% accessible (Headless UI's core guarantee)
+- Fully responsive custom Tailwind design
+- Keyboard navigation on all interactive elements
+- TypeScript with proper generics
+- Zero design dependencies — total creative control
+```
+
+---
+
+### Cult UI
+
+**Stack:** React, Next.js, Tailwind CSS, shadcn/ui foundation
+**Install:** Copy-paste or CLI
+**Site:** cult-ui.com
+
+```
+Build a modern, AI-forward landing page using Next.js 14+, TypeScript, Tailwind CSS, and Cult UI components.
+
+ARCHITECTURE:
+- Next.js App Router with Cult UI components (extends shadcn/ui)
+- Full-stack ready (Cult UI includes backend-aware patterns)
+- Use Cult UI's AI-specific blocks if building an AI product
+
+DESIGN PRINCIPLES:
+- Tech-forward, developer-centric aesthetic
+- Dark mode primary with high-contrast accents
+- Modern gradients and subtle glow effects
+- Clean code-like typography (mono fonts for accents)
+- Purposeful animation that communicates AI/tech sophistication
+
+SECTIONS TO BUILD:
+1. Navbar — modern floating nav with glass effect
+2. Hero — bold headline with animated text effect, live demo or interactive element, gradient mesh background
+3. Features — AI blocks for feature cards, animated icons or micro-interactions
+4. Live demo — interactive component showing product in action
+5. Code showcase — syntax-highlighted code examples using Cult UI's code block components
+6. Testimonials — modern card layout with subtle animation
+7. Pricing — clean tier comparison with feature matrix
+8. Open source / community — GitHub stars counter, contributor avatars
+9. CTA — compelling action section with email input or waitlist signup
+10. Footer — developer-friendly footer with docs links, API reference, status page
+
+CODE QUALITY:
+- Full-stack patterns (API routes + client components)
+- TypeScript strict mode throughout
+- Accessible interactive components
+- Production-ready architecture patterns
+```

.wolf/suggestions.json

@@ -0,0 +1,4 @@
+{
+  "suggestions": [],
+  "generated_at": null
+}

.wolf/token-ledger.json

@@ -0,0 +1,6223 @@
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+    "estimated_savings_vs_bare_cli": 280885
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+          "action": "create"
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+          "action": "edit"
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+          "action": "edit"
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+          "file": "D:/bigmodel/ai-LiaoWangweb-app/migrate_sqlite_to_pg.py",
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+          "action": "edit"
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+          "action": "edit"
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+          "action": "edit"
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+        {
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+      "ended": "2026-05-21T17:44:09.846Z",
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+          "was_repeated": false,
+          "anatomy_had_description": false
+        }
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+      }
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+      "started": "2026-05-25T06:26:19.780Z",
+      "ended": "2026-05-25T06:40:00.032Z",
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+          "anatomy_had_description": false
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+      "started": "2026-05-25T06:26:19.780Z",
+      "ended": "2026-05-25T06:49:54.016Z",
+      "reads": [
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+          "anatomy_had_description": false
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+          "anatomy_had_description": false
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+      "started": "2026-05-25T06:26:19.780Z",
+      "ended": "2026-05-25T06:50:50.363Z",
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+  "waste_flags": [],
+  "optimization_report": {
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+    "patterns": []
+  }
+}

fix_pg_sequences.py

@@ -0,0 +1,94 @@
+"""
+修复 PostgreSQL 序列不同步问题。
+当表中存在手动插入的数据时，自增序列会落后于实际最大 ID，
+导致后续 INSERT 报 UniqueViolation。
+"""
+import os
+from dotenv import load_dotenv
+
+load_dotenv()
+
+DB_HOST = os.environ.get("DB_HOST", "localhost")
+DB_PORT = int(os.environ.get("DB_PORT", 5432))
+DB_USER = os.environ.get("DB_USER", "")
+DB_PASSWORD = os.environ.get("DB_PASSWORD", "")
+DB_NAME = os.environ.get("DB_NAME", "")
+
+TABLES = [
+    "spider_task",        # collection_task
+    "ai_conversation",
+    "spider_result",
+    "deep_collection",
+    "ai_model",
+    "token_usage_log",
+    "ai_message",
+    "user",
+    "spider_source",
+    "knowledge_import_task",
+]
+
+
+def fix_sequences():
+    import psycopg2
+
+    uri = f"postgresql://{DB_USER}:{DB_PASSWORD}@{DB_HOST}:{DB_PORT}/{DB_NAME}"
+    print(f"Connecting to {DB_HOST}:{DB_PORT}/{DB_NAME} as {DB_USER}...")
+
+    conn = psycopg2.connect(
+        host=DB_HOST,
+        port=DB_PORT,
+        user=DB_USER,
+        password=DB_PASSWORD,
+        dbname=DB_NAME,
+    )
+    conn.autocommit = True
+    cur = conn.cursor()
+
+    fixed = []
+    skipped = []
+
+    for table in TABLES:
+        seq = f"{table}_id_seq"
+        try:
+            # 检查序列是否存在
+            cur.execute(
+                "SELECT EXISTS (SELECT 1 FROM information_schema.sequences WHERE sequence_name = %s)",
+                (seq,),
+            )
+            exists = cur.fetchone()[0]
+            if not exists:
+                skipped.append(table)
+                continue
+
+            # 获取当前序列值和表最大 ID
+            cur.execute(f"SELECT last_value FROM {seq}")
+            seq_val = cur.fetchone()[0]
+
+            cur.execute(f"SELECT COALESCE(MAX(id), 0) FROM {table}")
+            max_id = cur.fetchone()[0]
+
+            if max_id > seq_val:
+                cur.execute(f"SELECT setval('{seq}', {max_id})")
+                fixed.append(f"{table}: seq {seq_val} -> {max_id}")
+            else:
+                skipped.append(f"{table}: seq={seq_val}, max_id={max_id} (OK)")
+        except Exception as e:
+            skipped.append(f"{table}: ERROR - {e}")
+
+    cur.close()
+    conn.close()
+
+    print("\n--- 修复结果 ---")
+    for item in fixed:
+        print(f"  [FIXED] {item}")
+    for item in skipped:
+        print(f"  [OK   ] {item}")
+
+    if fixed:
+        print(f"\n共修复 {len(fixed)} 个表的序列。")
+    else:
+        print("\n所有序列均正常，无需修复。")
+
+
+if __name__ == "__main__":
+    fix_sequences()