juzcn / slife

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      "pushed_at": "2026-07-29T02:38:05Z",
      "created_at": "2026-07-08T00:52:27Z",
      "owner_type": "User",
      "updated_at": "2026-07-29T02:38:06Z",
      "description": "Silicon-based life based on LLM",
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          "published_at": "2026-07-18T23:45:17Z"
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      "recent_commits": [
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          "oid": "f9e15f0bb994e279cc1b662a31bc22eabb535205",
          "body": "fix: use uv pip install for gguf wheel, not uv tool install --reinstall\n\nuv tool install --with \"...\" slife --reinstall reinstalls slife from PyPI,\noverwriting the install script version and potentially changing the Python\ninterpreter. This caused plugin discovery (pkgutil.iter_modules) to fail.\n\nInstead, use uv pip install --python <venv-python> to add the wheel directly\ninto the existing venv without touching slife itself.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
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          "body": "debug: add __path__ logging to discover_plugins\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
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          "body": "chore: bump to 0.3.19, simplify gguf install to single command\n\nUse uv tool install --with \"llama-cpp-python @ wheel-url\" slife --reinstall\ninstead of three separate commands (install + extract venv + pip install).\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
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          "body": "chore: bump to 0.3.18, fix install extras hints for Windows\n\n- install.ps1: show correct pre-built wheel commands for gguf extra\n  (Windows has no C++ compiler — direct install fails)\n- install.sh: keep simple command (Linux/macOS builds from source)\n- README.md / README.zh-CN.md: clarify gguf install instructions\n  with platform-specific decision table\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
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          "body": "Co-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "chore: bump credstore version to 0.3.17",
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          "body": "Co-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "chore: bump version to 0.3.17",
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          "oid": "e472918ec5c97c141c218dfcd8b6db296c160766",
          "body": "docs: rewrite README, DESIGN, credstore README; optimize install/uninstall scripts\n\nREADME.md (655→228 lines): concise user manual — install, quick start,\nfeatures overview, shortcuts. Points to DESIGN.md for architecture.\n\nDESIGN.md (1260→352 lines): architecture reference — philosophy, agent loop,\n[…]\nified ✓ output.\n\ninstall.sh: simplify extra-index-url parsing (30→4 lines).\n\nuninstall.ps1 / uninstall.sh: unified ✓/✗ output, better error reporting.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
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          "oid": "d0b13e747d1c1c41bd749bd07c72d3618805dd4d",
          "body": "Save full freeze alongside name-only list, print each extra package\nwith its version/URL from the old installation during re-add.",
          "is_bot": false,
          "headline": "feat(install.sh): show extra packages with versions before re-adding",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T15:43:47Z",
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          "oid": "bc465c211fb0e07b9c652265f7d849e8fdb499b5",
          "body": "Save full freeze (with versions) alongside name-only list.  When\nre-adding, print each extra package with its version/URL from the\nold installation so the user can see what is being preserved.",
          "is_bot": false,
          "headline": "feat(install): show extra packages with versions before re-adding",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T15:42:43Z",
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        {
          "oid": "d09465719321bf17a7e1211125473b31f02f2d82",
          "body": "The TOML array format \"extra-index-url = [\\n  \"url\",\\n]\" requires\nreading multiple lines.  Fix both install.ps1 (PowerShell loop with\nstate machine) and install.sh (collect lines until closing bracket).",
          "is_bot": false,
          "headline": "fix(install): handle multi-line extra-index-url in pyproject.toml",
          "author_name": "juzcn",
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          "committed_at": "2026-07-28T15:35:31Z",
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        },
        {
          "oid": "b0cf1204420e1bb797b2d6ff7fb5c3ac6d8f688a",
          "body": "Add-Content appends to existing file, causing stale entries from\nprevious install runs to accumulate.  Add Set-Content at the start\nto clear the file before detecting packages.",
          "is_bot": false,
          "headline": "fix(install): clear preserved reqs file before appending",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T15:31:00Z",
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        },
        {
          "oid": "34567635fbc083691c48bea0552103402a6eecda",
          "body": null,
          "is_bot": false,
          "headline": "fix(install): handle name-at-url and -e path freeze formats",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T15:26:18Z",
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          "oid": "b5d61a46e0681cb9da26c53e9183d5701a685660",
          "body": "Instead of trying to re-add all 105 frozen packages (mostly transitive\ndeps already provided by base slife), freeze the new venv after base\ninstall and only re-add packages whose names are NOT in the new freeze.\nThis avoids version conflicts and makes uv pip install much faster.\n\nAlso: save requirements file outside temp dir, show error details on\nfailure.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(install): diff old/new freeze to only re-add truly extra packages",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T15:22:03Z",
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        {
          "oid": "c8a8ce17259c443a1fb5c9468bf6348a0d7c5223",
          "body": "…igured\n\nWhen _reindex_impl returns complete=True, _background_reindex exits\nand never retries.  If the embedder is configured but not yet ready\n(e.g. llama-cpp-python being installed), return complete=False so the\nbackground task keeps retrying.  Only return complete=True when\nembedding was never configured at all.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(memory): return complete=False when embedder unavailable but conf…",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T15:16:46Z",
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        },
        {
          "oid": "5824214cc99f7e29283d1ca25b6c91edf8a63022",
          "body": "asyncio.create_task() return value was discarded, so the task could\nbe garbage-collected before execution.  Store the Task reference in a\nmodule-level _reindex_task variable (with global declaration) and\ncancel any previous task before starting a new one.\n\nAdd background_reindex_started log for observability.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(memory): track background reindex task to prevent GC",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T15:13:52Z",
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        },
        {
          "oid": "ef6a225f16fd8e5af9ee8e66109d65e2d903d84e",
          "body": "mcp-server-fetch imports McpError which was renamed to MCPError in\nnewer mcp versions.  Pin mcp>=1.0,<1.29 via --with in the fetch\nserver config so uvx resolves a compatible mcp version.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(template): pin mcp<1.29 for fetch MCP server McpError compat",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:46:57Z",
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          "is_coding_agent": true
        },
        {
          "oid": "51b975c39fba453e912261f821430fca44d9174b",
          "body": "Replace manual per-package detection (llama-cpp-python, sentence-\ntransformers) with uv pip freeze on the old venv.  This captures all\nuser-installed packages — extras, --with, pip install, direct URLs —\nand re-adds them in a single uv pip install -r command.\n\nSimpler, more robust, and handles any package the user may have added.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(install): use uv pip freeze to capture all user packages",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:36:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ab08b25163ba9b8ebedde01db1d4cab7b2cd4c57",
          "body": "Co-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(uninstall): list ~/.credstore/ in remaining data, keep it untouched",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:31:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2e20a129709cd3aa6f5004f13fb380ebb682be8c",
          "body": "Co-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(uninstall): clean up slife.exe/credstore.exe wrapper binaries",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:30:46Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "018e94550a0e12b2b970b27060644a49ee9378bf",
          "body": "Co-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(readme): fix Windows uninstall to use irm|iex one-liner",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:29:02Z",
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        },
        {
          "oid": "119c1e8f35522c3566223aa29eb64c275f709f65",
          "body": "- Add Update/Reinstall section: install preserves optional packages\n- Add Uninstall section with script commands and full reset flow\n- Update Windows embedding wheel command: uv pip install into tool venv\n- Document that slife + credstore share the same isolated venv\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(readme): add uninstall scripts, update reinstall/embedding sections",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:28:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8a290b4e0e39c9ed5acc0d75ced604d114b64828",
          "body": "uninstall: removes slife (+ credstore, same venv) via uv tool\nuninstall, then lists remaining user data files for manual cleanup.\n\ninstall: always preserves previously installed optional packages.\nFor a clean reinstall, run uninstall first, then install.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add uninstall scripts, remove -Reset flag from install",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:26:36Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9e6a541b0d5182b41bedc48516ffcfa6f0f38523",
          "body": "-Fresh skips package preservation detection and removes ~/.slife/\nuser data directory, giving a completely clean install.  Without\nthe flag, the installer preserves previously installed optional\npackages (llama-cpp-python, sentence-transformers) as before.\n\nUsage:\n  .\\install.ps1 -Fresh          (Windows)\n  curl .../install.sh | bash -s -- --fresh   (Linux/macOS)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(install): add -Fresh/--fresh flag for clean reset install",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:18:49Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e0afceae6debb3ef9c723b83feb23f49874fdcbb",
          "body": "When re-adding preserved packages, read [tool.uv] extra-index-url from\nthe project pyproject.toml and pass it to uv pip install.  This lets\npackages like llama-cpp-python resolve pre-built wheels from the CPU\nwheel registry.  Falls back gracefully when the setting is absent.\n\nAlso fix the end summary to distinguish succeeded vs failed packages\ninstead of blindly printing [OK] for all.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(install): pass extra-index-url from pyproject.toml to uv pip install",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T14:14:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2a394841223b5c8a7beda7039d5bc4b92850792e",
          "body": "Replace || true with proper $? check so the user sees whether\nuv pip install actually succeeded or failed for each preserved\npackage.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(install.sh): check exit code instead of blindly printing ✓",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T13:58:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "909f0033042870e1b09e060ebcfbc2d9ec26e452",
          "body": "PowerShell 5.1 treats stderr from native commands as errors even with\n*>> redirection.  Use 2>&1 | Out-File -Append to merge streams and\navoid spurious NativeCommandError display.  Also re-set\nErrorActionPreference for the pip install section since it was\nrestored to Stop after the uv tool install block.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(install): use 2>&1 instead of *>> to avoid NativeCommandError",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T13:57:11Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "862800cb5fc3cf8e1bc00f7d74028a2bc4e4db7c",
          "body": "Add check_mcp_servers to the system_health orchestrator.  It finds the\nmcp_list_servers proxy tool via the registry and calls it, then formats\nthe result as health entries.  _run_checks now supports both sync and\nasync check functions.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(system_health): call mcp_list_servers to report MCP status",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T13:52:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6175611482ecd8897ced2420d55b876a9391d2ab",
          "body": "Before uninstall, scan the old venv for optional packages.  Check\ndirect_url.json in each dist-info to determine the original install\nmethod: replay the URL if present, otherwise uv pip install <name>.\n\nThis is more faithful than assuming slife[gguf] extras -- the user\nmay have installed via pip, a specific wheel URL, or compiled from\nsource.  Replaying the same method preserves their intent.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: detect original install method, replay with uv pip install",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T13:40:39Z",
          "body_truncated": false,
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        },
        {
          "oid": "6ad50c8b8611bdb7a03c20081ba0d2e4117c7831",
          "body": "Using --with llama-cpp-python causes uv to build from source (fails on\nWindows without CMake/C++ compiler).  Switch to slife[gguf,transformer]\nextras in the package spec so uv resolves dependencies through\npyproject.toml extra-index-url and picks up pre-built wheels.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: use slife[gguf]/slife[transformer] extras syntax for wheel installs",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T13:37:04Z",
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        },
        {
          "oid": "91978c8f1406c0a81171e9430d315f3084d61996",
          "body": "fix: preserve embedding extras across reinstall, use uv pip install in hints\n\ninstall.ps1 / install.sh: before uv tool uninstall, detect\nllama-cpp-python / sentence-transformers in the old venv and re-apply\nthem via --with on the new install.  Without this, reinstalling slife\nsilently drops optional\n[…]\nsystem.  Stays as a simple one-liner that works while\nslife is running (unlike uv tool install --with which cannot run when\nthe executable is locked).\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T13:32:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "88b0f34dc00a8553765f7df763da8d5b525ad291",
          "body": "… warnings\n\n- Extract PluginLifecycle from AgentService (1327→1150 lines)\n  - Replace setattr/getattr dynamism with typed PluginLifecycle container\n  - Eliminate 6x repeated create_proxy_tools lazy imports\n  - Simplify _stop_plugin, _spawn_and_register_plugin, _connect_plugin_http\n\n- Unify 3 secret \n[…]\n Add __slots__ to conftest mock classes\n- Add pytest_configure hook to conftest\n- Add [tool.coverage] config\n- Add docstrings to empty __init__.py files\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "@ refactor: extract PluginLifecycle, unify config helpers, fix 5 test…",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T13:18:10Z",
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          "is_coding_agent": true
        },
        {
          "oid": "ad8b48c753667d517447506287f0c8254b130cf6",
          "body": "…dy, consolidate duplicates",
          "is_bot": false,
          "headline": "docs(credstore): rewrite README — remove nonexistent is_cryptfile_rea…",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T08:42:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ed2a1c2acc3e36587720503a375a7d777dc1557",
          "body": "Source changes:\n- Fix __version__ to read from importlib.metadata (was hardcoded 0.3.6)\n- Move inline imports to module level in _store.py (use _be. prefix)\n- Move shell imports to module level in __main__.py\n- Extract _read_old_cryptfile_data / _re_encrypt_old_data from _cmd_set_password\n- Replace \n[…]\nnject shell tests and Mask tests\n- Fix fragile builtins.__import__ override in test_backend.py\n- Add TestReadCryptfileEntry coverage (2 tests)\n- Add unit/integration/slow test markers\n\n234 tests pass.",
          "is_bot": false,
          "headline": "refactor(credstore): optimize source structure and pytest suite",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T08:36:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "410414f023aa5e3e54e81d1fb697dcc0e3daf8ed",
          "body": "fix: redirect all streams on uv tool uninstall\n\nPS 5.1 treats native-command informational output to stderr as errors\nwith $ErrorActionPreference=Stop. Use *>$null + try/catch to suppress\nall streams unconditionally.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T07:49:46Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a7746b0ade6f439a9526845ca23c4939d46740c0",
          "body": "fix: avoid PS 5.1 ErrorRecord wrapping on \"uv tool uninstall\"\n\nPowerShell 5.1 wraps native-command stderr lines in ErrorRecord objects\nwhen using 2>&1, triggering $ErrorActionPreference=Stop and aborting\nthe install script.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T07:45:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "55e437f9a94de399fc6f82084c7611a50ef1e6ff",
          "body": "fix: uninstall slife before reinstalling in install scripts\n\nPrevious broken installations (e.g. from \"uv tool install --with\nslife[gguf] slife\" run by the LLM mid-session) can leave the tool\nvenv in a corrupted state.  \"uv tool install\" sees the tool already\nexists and may skip essential setup, resulting in \"failed to locate\npyvenv.cfg\" at runtime.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T07:41:19Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "11322ce7311a2079915af1a8623c050f7385700f",
          "body": "refactor: simplify embedding tool descriptions\n\n- memory_set_embedding: remove inaccurate model sizes, fix wrong\n  reference (memory_disable_embedding -> memory_set_enabled),\n  add parameter docstrings for backend/model/gguf_path/dim/device\n- memory_set_enabled / memory_check_embedding: trim redundant text\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T07:35:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "24e2876fc6f125e9051542048c79dff07c8b3c67",
          "body": "fix: cancel stream immediately + safe env_hint for production\n\n- _process_stream: pass cancel_event to chat_stream so cancellation\n  closes the HTTP stream immediately instead of silently consuming it\n- chat_stream: accept optional cancel_event, close stream when set,\n  with a finally block as safet\n[…]\n LLM-executable command — use \"uv pip install\" instead\n  and forbid killing the slife process\n- get_venv_python(): new helper returning sys.executable\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T07:31:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1578fa6ab486791f0d91f58c136d6162aa6724de",
          "body": "Skills must be bundled in the wheel so they can be copied to\n~/.slife/skills/ on first run. The force-include places them in\nthe package at build time; get_skills_dir() always returns the\ndata_dir copy at runtime.\n\nWithout this, pkg_skills.is_dir() returns False and seeding\nnever happens.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: restore skills force-include — needed as seed source",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T06:57:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c60f055d83698519f2ecc50bd5cc4617d311448d",
          "body": "- README: Python is managed by uv, not installer; updated requirements\n  table; added skills row to dev/production table; updated descriptions\n- DESIGN: updated install script dependency list (uv manages Python)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: update README and DESIGN for uv tool install + skills location",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T06:52:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "600ce51d5c7aa9247980a715902f09ea980975f2",
          "body": "…tion\n\n- skill.py: update CheckSkillsDirTool and _resolve_skills_dir docstrings\n- platform.py: update _resolve_skill_script docstring\n- All reference the new data_dir/skills layout, not the package bundle\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: update skill-related docstrings to reflect ~/.slife/skills loca…",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T06:49:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b14bdf2402fa72881213aa56594f9493572752f2",
          "body": "Skills are now seeded from the package to ~/.slife/skills/ on first\nrun, like slife.json5. Users can edit and add their own skills;\nuv tool install upgrades won't overwrite them.\n\n- paths.py: get_skills_dir() simplified to get_data_dir()/skills\n- __init__.py: seed skills from package on first run (like config)\n- pyproject.toml: remove skills from force-include (no longer\n  bundled in the wheel)\n- test_paths.py: updated for new single-source logic\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: move skills to data directory (~/.slife/skills)",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T06:47:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9a57fa7cab368b8addeb467b9b10f81c3b034522",
          "body": "pip is not standard in uv tool install environments. Package\ninstallation is handled by:\n- slife's install_python_package tool (uses uv pip install)\n- uv tool install --with 'slife[gguf]' slife for extras\n\nAlso remove the PATH prepend in __init__.py that was added to\nexpose pip — no longer needed.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: remove --with pip — use standard uv tool install",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T06:18:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bbbdfb1b8af73fab6547c9e7967602542ae6191c",
          "body": "Remove ~90 lines of manual Python detection and installation per\nscript.  uv's --python 3.13 flag auto-downloads and manages the\ncorrect Python version — no more winget/apt/brew/dnf/pacman\nPython install logic, no more PATH hunting, no more Windows Store\nalias removal.\n\ninstall.ps1:  6 steps → 5 steps,  375 → 228 lines\ninstall.sh:   6 steps → 5 steps,  274 → 209 lines\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: standard uv tool install — let uv manage Python",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T06:17:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "80a3629c8e5fbdb2f77bfd8429a898e86e58bb15",
          "body": "- _config.py: simplify is_slife_dev to a plain function (no try/except\n  import override — both implementations do the same thing)\n- test_config.py: use getattr() to bypass Pylance's inability to\n  statically resolve conditionally-defined module attributes\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: resolve Pylance LSP errors in credstore test_config",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T06:10:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "648fa5fb31d414e6e860c4eb91479d1c851695c3",
          "body": "Single source of truth for dev/production environment hints,\nshared by system_prompt.j2 and check_workspace. No more\nduplicated text to maintain.\n\n- paths.py: add get_environment_info() → dict with mode + hint\n- system_prompt.py: pass env_hint to template instead of bare is_dev\n- system_prompt.j2: render env_hint directly, drop if/else block\n- system.py check_workspace: use get_environment_info()\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: unify environment description in paths.get_environment_info()",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T06:02:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "186e5f315731a56a64e019ded787274333648388",
          "body": "- system.py check_workspace: replace duplicated dev detection with\n  paths.is_dev(), split into clear sections (slife environment vs\n  user's CWD project)\n- Dev hint: 'uv managed project (editable workspace)'\n- Production hint: 'uv tool install (isolated venv). User data: ~/.slife/'\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: use paths.is_dev() in check_workspace, improve env hints",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T05:59:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a8311066aee2061abcec3448302cce5e28070e50",
          "body": "- paths.py: rename _is_dev to public is_dev, update all references\n- system_prompt.j2: show 'uv managed project' in dev mode, 'uv tool\n  install' instructions in production mode\n- system_prompt.py: pass is_dev flag to template\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: differentiate dev vs production in system prompt",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T05:57:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "be05cb94f209db2e4c867a9e8f6d8577425085da",
          "body": "…urces\n\n- system_prompt.j2: add concise uv tool install notes so LLMs know\n  how to install extras (gguf/transformer) and repair a broken env\n- pyproject.toml: add [tool.uv.sources] credstore = { workspace = true }\n  so uv resolves credstore from the local workspace, never PyPI\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add uv tool install context to system prompt + fix workspace so…",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T05:54:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d053bbfa4135644ae651c03bfdaca16ecb4e04aa",
          "body": "- install.ps1 / install.sh: add --with pip so pip is installed in the\n  uv-managed venv\n- slife/__init__.py: prepend venv Scripts/bin to PATH at startup so\n  subprocesses find pip directly (\"pip install xxx\" just works,\n  no need for \"python -m pip\")\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: ensure pip is available in slife's environment",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T05:26:02Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "aa85630873db76874d5be7b22c90c8a916110f8d",
          "body": "Replace ~60 lines of manual venv management, pip install, .cmd/.sh\nwrapper generation, and PATH manipulation with a single command:\n\n    uv tool install --from <source> --python <python> slife\n\nKey changes:\n- pyproject.toml: add credstore as workspace dependency so uv\n  resolves it from the local so\n[…]\nvenv — it is purely a user data directory\n  managed by the app, not touched by the installer\n- Old venv artifacts in ~/.slife/ are cleaned up on upgrade\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: use uv tool install instead of manual venv + pip + wrappers",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T05:13:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "163131a935bb4ba86fd7572f72c16a8e0c864b74",
          "body": "The extra double-quote before %* in the generated .cmd files caused\ncmd.exe to treat it as an escaped quote within the path string,\nmaking the command name literally contain a trailing quote character\n(e.g. credstore.exe\") which doesn't match any file on disk.\n\nBefore: @\"C:\\...\\credstore.exe\"\" %*\nAfter:  @\"C:\\...\\credstore.exe\" %*\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: remove stray quote in .cmd wrapper generation",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-28T04:53:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c16f821e3a220b530b929bee1ddb010d8e5e5a7f",
          "body": "fix: tolerate winget \"already installed\" exit code in install.ps1\n\nwinget install exits non-zero when the package is already present\nand no upgrade is available. Before this fix the installer treated\nany non-zero exit as a fatal error, even when Python 3.13 was\nactually on disk.\n\n- Check known insta\n[…]\nt as advisory, not fatal — verify the\n  expected install path on disk before giving up\n- Refresh PATH as a last resort if the expected path is missing\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T05:46:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "310a8affcda12183e1ba16312ec907117c74a226",
          "body": "fix: find Python in default winget path, not registry PATH\n\nwinget upgrades may lag registry PATH updates.  Look up the default\ninstallation directory (%LOCALAPPDATA%\\Programs\\Python\\Python313\\)\ndirectly instead of relying on Get-Command.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T05:38:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "15e4b8a6e13774240d59b0fc8a78604488f5ed9b",
          "body": "install: drop uv python fallback — use system package manager or manual install\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T05:29:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "53c1cd910b10bd81809561dbd7b7f42cac8a5601",
          "body": "install: use system package managers for Python (winget/apt/brew/dnf/pacman)\n\nSystem-level Python should come from the OS package manager, not uv.\nuv python install is only a fallback when no package manager is available.\n\n- Windows: winget install Python.Python.3.13 → python.exe + pip.exe on PATH\n-\n[…]\ninux:   apt-get / dnf / pacman install python3.13\n- Fallback: uv python install 3.13\n- Cleanup stale python.cmd / pip.cmd shims from previous installs\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T05:28:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8513bd89a2f37f0c81ceb50e43a4036b7371af31",
          "body": "refactor: remove cmd shims — venv entry points are self-contained\n\n- Drop python.cmd / pip.cmd shims — python3.13 is the user-facing name\n- Drop VIRTUAL_ENV in slife.cmd — .exe shebang handles it\n- Clean separation: we install system tools, we dont rename them\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T05:18:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "98ffa1171a03d03d17bcff70dc96ecdc050cc738",
          "body": "refactor: only touch system PATH/python/pip when WE install Python\n\nIf Python >= 3.13 already exists → use it, dont touch anything.\nIf not → uv python install 3.13 → set up PATH + python.cmd + pip.cmd.\n\nClean separation: the users system is respected, never polluted.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T05:17:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9fb47f76c1d77bca5bc34945b8cb9576e6a68fbc",
          "body": "install: Python is a system-level tool — persistent PATH + python shim\n\n- Python directory now persisted in user/system PATH, not just session\n- Versioned executables (python3.13/python3) get a \"python\" shim/symlink\n- Same behavior on Windows (.cmd shim) and Unix (symlink)\n\nDesign principle: python, uvx, npx are system tools slife depends on —\nnot slime private tools. The user should be able to use them for\nany purpose after installation.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T05:00:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ef73160798553328aae408543ad82e9571840f2d",
          "body": "fix: sqlite-vec rejects GROUP BY in KNN — dedup in Python instead\n\nsqlite3.OperationalError: Only a single ORDER BY distance clause\nis allowed on vec0 KNN queries, not on other columns.\n\nFetch 2x-4x results and deduplicate by diary_rowid in Python,\nkeeping the best (lowest distance) chunk per turn.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T04:38:50Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "698db8d09b5c957318b000fbb76224879d520f4c",
          "body": "fix: clean up stale slife.exe in ~/.local/bin before creating .cmd wrapper\n\nPATHEXT has .EXE before .CMD — an old .exe shim (from uv tool install\nor pre-Step-6-rework) would shadow our .cmd wrapper, causing\n\"ModuleNotFoundError: No module named slife\".\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
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          "oid": "88b06ae390e1ed6f1617094ec71cad965567a67b",
          "body": "fix: use venv pip path for extras install, not system pip\n\nSince Step 6 no longer adds ~/.slife/Scripts to PATH, plain \"pip\"\nresolves to the system pip — installing to the wrong environment.\nUse the absolute path to the venv pip.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "oid": "957752598030839a6252d9fdf45d37aa7ac9e8a4",
          "body": "fix: install verification — check exe exists instead of running --help\n\nslife --help triggers full startup (config load, MCP connect, keyring…).\nOn some systems this hangs, blocking the installer indefinitely.\nSwitch to Test-Path / [ -x ] — the Python import check already\nverifies functionality.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T03:44:00Z",
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          "oid": "411c000db2d6caa412196dcaafaff0369ae45e48",
          "body": "install: add --extra-index-url for llama-cpp-python pre-built wheels\n\nWindows lacks a C++ compiler; pip install slife[gguf] fails with\n\"CMAKE_C_COMPILER not set\" when building llama-cpp-python from source.\nThe abetlen index provides pre-built wheels for all platforms.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T03:40:04Z",
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        },
        {
          "oid": "1ed09d30d68711fb3296e7b6ef4a802cbc0b78cb",
          "body": "docs: sync README/DESIGN with memory/embedding changes\n\n- README: add transformer backend, memory_set_enabled, chunking, auto-reindex\n- README.zh-CN: 同步中文版，加工具表 + 分段嵌入说明\n- DESIGN: 更新 embedding 工具列表 (7 LLM-visible tools)\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T03:35:08Z",
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        {
          "oid": "2e7bfce0a6e8ad014dea25856e4a089b2277836e",
          "body": "chore: update uv.lock for gguf/transformer extras split\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:33:09Z",
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        {
          "oid": "62a18e35011b680e80d11dd644551d2adea99283",
          "body": "fix: RuntimeWarning — mock _log_stderr directly instead of patching create_task\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:32:42Z",
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        {
          "oid": "2782e21ae4919b9080af834f9a9f7991668e3645",
          "body": "test: fix test_memory_store for chunked embedding + new upsert signature\n\n- save_turn: embed_one → embed (batch chunks), overflow → chunk test\n- upsert_embedding: rowid → diary_rowid + chunk_index\n- has_embedding: rowid → diary_rowid\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:31:09Z",
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        },
        {
          "oid": "1e5f84618c34b84b0a96442cd23409d5f6270489",
          "body": "refactor: merge memory_enable/disable into memory_set_enabled(enabled: bool)\n\n单一开关，语义清晰无歧义。\nset_embedding 负责配置模型，set_enabled 负责开关。\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:28:56Z",
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        {
          "oid": "fdd0e76003b2dd623a9c86ec7d54f4836f0994e2",
          "body": "feat: split enable/disable, set/config/restart are separate concerns\n\nmemory_set_embedding     → config + enable (always sets enabled: true)\nmemory_enable_embedding  → re-enable after disable (no params, uses existing config)\nmemory_disable_embedding → disable but keep config + data (sets enabled: f\n[…]\n:\n- from_config() reads memory.embedding.enabled from slife.json5\n- enabled=false → _available=False, skip backend detection\n- 状态持久化: 重启后 disable 状态保留\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
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          "committed_at": "2026-07-27T03:27:10Z",
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          "oid": "8ae223da982e6ebfdaa48aba07964a64a2b2cba6",
          "body": "docs: update embedding_config module docstring to match renamed tool\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:23:44Z",
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        },
        {
          "oid": "ed4d0c02320f03b4a81699ea287c6de9eb1576b3",
          "body": "rename: memory_remove_embedding → memory_disable_embedding\n\nremove 暗示永久删除数据，实际只是关闭配置。\ndisable 明确表示可逆 — 配置和已有嵌入数据均保留，\nmemory_set_embedding 重新启用同模型时无需重建索引。\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:23:13Z",
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          "oid": "8a2f3c114601d6b0dd5e3d05b03df6c2d01e9c98",
          "body": "docs: update memory_remove_embedding schema — clarify preserved data\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:20:58Z",
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        },
        {
          "oid": "c0fbe7bb455aacf54d9de7af861b56d007a7e7e5",
          "body": "docs: update memory_set/check_embedding schemas\n\n- memory_set_embedding: 详细描述三种后端 + 自动后台 reindex 行为\n- memory_check_embedding: 新增 unembedded 字段, 报告 reindex 进度\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:19:31Z",
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        },
        {
          "oid": "fc9edcb48e0e624e1c3762c899afc90e3a89c948",
          "body": "refactor: memory_reindex 改为 harness-only, memory_set_embedding 自动触发\n\n- memory_reindex: 标记为 harness-only（description 含 \"harness-only\"），LLM 不可见\n- 提取 _reindex_impl: 核心逻辑复用，memory_reindex 和 _background_reindex 共享\n- _background_reindex: 每批 5 条，间隔 500ms，静默后台跑直到 complete\n- memory_set_embedding: 成功后 asyncio.create_task 触发后台 reindex，\n  状态中返回 reindex 提示（N 条待处理）\n- 删掉旧 DB 重新开始即可，不向后兼容\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T03:15:20Z",
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        },
        {
          "oid": "4796a074410d00b82bab366190b617eb0762cb09",
          "body": "feat: memory_reindex — 对未嵌入的 turn 重建语义索引\n\n新增 memory_reindex 工具:\n- 配置/更换 embedding 后调用，批量对新旧 turn 生成嵌入\n- reset=true 清除全部旧嵌入，从头重建（换模型/维度时使用）\n- 分批处理 (batch_limit=20)，返回 {total, indexed, remaining, complete}\n- complete=false 时再次调用继续，直到 complete=true\n\nstore.py 新增:\n- get_unembedded_turns(limit) — 查询 diary_semantic 中缺失的 turn\n- count_unembedded() — 统计待索引数量\n- clear_all_embeddings() — 更换模型时清空旧嵌入\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:10:09Z",
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        },
        {
          "oid": "daa5fa9a5d61b9e7683a64fe853283d5f810995b",
          "body": "feat: 长 turn 分段 embedding — 按段落边界切片，不再因超长跳过\n\n之前: turn 文本超过模型 token 上限→直接跳过，semantic search 找不到。\n现在: 按 \\n 段落边界切成 ~2000 字符的 chunk（含 1 段重叠），\n     每个 chunk 独立嵌入，搜索时按 diary_rowid 去重取最佳匹配。\n\n- schema.sql: diary_semantic 新增 diary_rowid + chunk_index 辅助列\n- store.py: 新增 _chunk_text() + _clear_chunks(), save_t\n[…]\n嵌入,\n  upsert_embedding() 支持多 chunk, search_semantic() GROUP BY 去重\n- server.py: memory_summarize 适配新签名 (diary_rowid + chunk_index)\n- 不需迁移: 删旧 DB 重新开始即可\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
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          "committed_at": "2026-07-27T03:06:40Z",
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        {
          "oid": "f33220750a90ce076d045c4403ee5ef3c2fee98e",
          "body": "docs: fix zh-CN dev setup missing --all-extras\n\nuv sync 不带参数只装核心依赖，llama-cpp-python 在 gguf extras\n组中，不会被安装。与英文 README 对齐，改为 --all-extras。\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T02:55:06Z",
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        {
          "oid": "02f21b9fd52e0e4b5caff84beff0525e990bfb34",
          "body": "fix: type-narrow gguf_path before passing to Llama()\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
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          "committed_at": "2026-07-27T02:53:02Z",
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        {
          "oid": "150d4a68d7a6a3747e1ab8af3ec9707c4a42323e",
          "body": "chore: split embeddings extra into gguf + transformer\n\n之前 slife[embeddings] 同时安装 llama-cpp-python 和 sentence-transformers，\n后者依赖 PyTorch（~2 GB）。只用 GGUF 本地模型的用户不需要下载 PyTorch。\n\n现在:\n- slife[gguf]         → 仅 llama-cpp-python (~30 MB)\n- slife[transformer]  → 仅 sentence-transformers (~2 GB)\n- slife[embeddings]   → 两者都装 (向后兼容)\n\n文档和安装脚本同步更新，推荐默认使用 slife[gguf]。\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T02:52:25Z",
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        {
          "oid": "f56c876a0ce79baf694c41ec99c74b79ae1ceae0",
          "body": "fix: hybrid search 在生产环境总是降级为 FTS5\n\n根因: from_config() 在无 embedding 配置时回退到 API 后端检测，\n读取 models.providers 中的 api_key: \"${DEEPSEEK_API_KEY}\"——${VAR}\n占位符被当作真实 API key（非空字符串），导致 _available=True。\n但后续 API 调用时 OpenSearch 收到字面量 \"${...}\" 返回 401，\nembed_one() 返回 None，semantic_available 始终为 False。\n\n修复:\n1. embeddings.py: from_config() 跳过 ${VAR} 占位符 API key\n2. server.py: memory_search hybrid 降级时返回诊断 hint，\n   指明原因（未安装 llama-cpp / GGUF 缺失 / API key 占位符等）\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
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          "author_name": "juzcn",
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          "committed_at": "2026-07-27T02:45:07Z",
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          "oid": "5a848290bffedac82fb54af0418b606431f83b3d",
          "body": "slife.template.json5: 移除 execute_shell 和 run_python_script 的 tools 覆盖\n\n保留 install_python_package 的 disabled 配置。\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T02:39:46Z",
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        {
          "oid": "46a04544a609f8ac7ba5c6a3f96428dd792b9565",
          "body": "install: Step 6 改用入口脚本替代 venv PATH 注入\n\n之前 Step 6 把 ~/.slife/Scripts（或 bin/）整个目录加入系统 PATH，导致\nvenv 内的 python、pip 等被全局暴露。用户执行 python/pip 时无意中使用了\nslife 的 venv，卸载 slife 后这些命令也随之消失。\n\n改为在 ~/.local/bin/ 下创建仅暴露 slife + credstore 的入口:\n- Windows: slife.cmd / credstore.cmd 包装脚本 → venv 内的 .exe\n- Unix: slife / credstore 符号链接 → venv 内的入口点\n- 同时清理旧版安装残留的 ~/.slife/Scripts PATH 条目\n\nvenv 的 python/pip 保持私有，不污染用户全局环境。\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T02:39:03Z",
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        {
          "oid": "a4c5cc4c5fe2291e8e9507e69dc72a000f8d28cf",
          "body": "docs: sync README/DESIGN with install script changes\n\n- README: uv→uvx, npx 标记为必需（列出 6 个依赖 MCP），新增 Mosquitto 可选说明\n- README.zh-CN: 同步中文版，Node.js 从\"可选\"改为\"必需\"\n- DESIGN.md: External Dependencies 表格更新，反映当前 install script 检测项\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
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          "committed_at": "2026-07-27T02:07:39Z",
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        },
        {
          "oid": "7e06abb2630afbf2add94f646e469296a5a4f56c",
          "body": "install: 检测 uvx/npx 替代 uv/node，npx 升级为硬依赖，新增 Mosquitto 可选安装\n\n- Step 1: 检测入口从 uv 改为 uvx（uvx 随 uv 一起安装，逻辑不变）\n- Step 3: npx 从 optional 升级为 required，缺失时列出受影响的 MCP 服务器并 exit 1\n- 新增 [optional] Mosquitto 检测与交互式安装（winget/apt/brew/dnf/pacman）\n  管道执行时自动跳过，安装后不自动启动，仅打印启动命令\n- Pre-flight summary 同步更新\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n@",
          "is_bot": false,
          "headline": "@",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T02:06:03Z",
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        },
        {
          "oid": "a2011ac4e23a0f951be7e7d246ef08ca537b1782",
          "body": "ax-local-tools (npm) proved unreliable on Windows: npx EPERM cache\nissues, internal bug (class-vs-instance method calls), and Node.js\nv25 ESM compatibility problems.\n\niflow-mcp re-enabled for its file tools (read/write/edit/grep).\nComment notes that run_command may timeout on Windows —\nuse the built-in execute_shell for shell commands instead.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "mcp: remove ax-local-tools, re-enable iflow-mcp by default",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-27T01:44:02Z",
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        },
        {
          "oid": "ae55e877b5cb1929017887d93e5f7026e556080c",
          "body": "npx cache cleanup on Windows hits EPERM when files are locked\n(Windows Defender / Search Indexer), causing the MCP server to\nfail at startup with \"closed connection\".\n\nSwitch to globally-installed bin command to bypass npx cache.\nPreinstall: npm install -g ax-local-operations-mcp --ignore-scripts\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "mcp: use global bin for ax-local-tools instead of npx",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-26T08:31:37Z",
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        },
        {
          "oid": "adc161dc28a24f9d8bcf7e6379e57433924b96f7",
          "body": "iflow-mcp (Python port) has a known issue on Windows:\nprocess.communicate() discards all partial stdout/stderr on timeout,\ncausing LLM to see \"timed out\" instead of actual error messages.\n\nax-local-tools (Node.js) uses event-driven child_process.spawn() with\nincremental stdout/stderr accumulation, preserving partial output\neven when killed on timeout. Uses pwsh instead of cmd.exe.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "mcp: disable iflow-mcp by default, add ax-local-tools as built-in",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-26T08:18:11Z",
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        {
          "oid": "152bcf61efab14a9a7e6a6d64e208be5760cbe6c",
          "body": "Co-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "静默 uv pip install 包列表输出，失败时显示最后20行日志",
          "author_name": "juzcn",
          "author_login": "juzcn",
          "committed_at": "2026-07-26T06:37:27Z",
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        {
          "oid": "1d465d3cd8bb1e49d9f25e79aabbdcecc3540c2e",
          "body": "- 磁盘空间检查移到下载之前，不够直接报错退出\n- uv pip install 输出实时显示，不再隐藏到日志文件\n- uv venv --seed 一步安装 pip，省去单独的 pip install 步骤\n- [1/6]~[6/6] 步骤计数器，用户知道当前进度\n- 安装前显示摘要(目录/Python/Node.js/空间需求)\n- 安装后验证 slife+credstore 包以及两个 CLI 入口点\n- install.sh: 移除 curl | sudo bash 模式，改用系统包管理器\n- install.sh: 修复升级时 dotfiles 丢失(.* glob + dotglob)\n- 错误信息添加 Help URL 链接\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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        "value": 69,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "commits_last_year": 348,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 3
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "3/52 weeks with commits",
                "points": 2.1,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 3
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "348 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 348
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "releases_count": 20,
              "latest_release_tag": "v0.3.20",
              "releases_from_tags": true,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 0.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "20 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.3
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 32,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "packages": [
                "slife",
                "credstore"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 2321
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,321 downloads/month across pypi",
                "points": 44.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2321,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 32,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 34,
            "inputs": {
              "followers": 0,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "juzcn",
              "public_repos": 4,
              "account_age_days": 4127
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of juzcn",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 0,
                      "login": "juzcn"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "4 public repos, account ~11 yr old",
                "points": 17.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 4
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "slife",
                "credstore"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "26 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 26
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 66,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 30,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 30,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
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  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:slife@0.3.20; advisories assessed against the repository dependency graph instead"
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  "generated_at": "2026-07-29T02:40:42.682091Z",
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}