Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, unlimited context - on Pydantic AI, any model.
vstorm-co/pydantic-deepagents holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (96/100) and lowest on Security (66/100). It was last updated today. A single contributor accounts for most of its recent work.
94
overall / 100
Exceptional
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
94
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 80 is calibrated to 94 on the published index scale (record calibration 2026-08-02).
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:pydantic-deep@0.3.41; advisories assessed against the repository dependency graph instead
No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 0 ★ / 118 ⇿
0Stars
118Forks
58Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 1Patch 57
OpenSSF Scorecard 6.6 / 10
6.6aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-01 09:32 UTC
Full resolved dependency set from the GitHub dependency graph: 8 direct and 35 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
PyPI
chardet
—
direct
PyPI
pydantic
—
direct
PyPI
pydantic-ai-backend
—
direct
PyPI
pydantic-ai-shields
—
direct
PyPI
pydantic-ai-slim
—
direct
PyPI
pydantic-ai-todo
—
direct
PyPI
subagents-pydantic-ai
—
direct
PyPI
summarization-pydantic-ai
—
direct
PyPI
agent-client-protocol
—
indirect
PyPI
bandit
—
indirect
PyPI
build
—
indirect
PyPI
coverage
—
indirect
PyPI
fastapi
—
indirect
PyPI
griffe
—
indirect
PyPI
html2text
—
indirect
PyPI
liteparse
—
indirect
PyPI
logfire
—
indirect
PyPI
mkdocs
—
indirect
PyPI
mkdocs-llmstxt
—
indirect
PyPI
mkdocs-material
—
indirect
PyPI
mkdocstrings
—
indirect
PyPI
mkdocstrings-python
—
indirect
PyPI
mypy
—
indirect
PyPI
pillow
—
indirect
PyPI
playwright
—
indirect
PyPI
pre-commit
—
indirect
PyPI
prompt-toolkit
—
indirect
PyPI
py-key-value-aio
—
indirect
PyPI
pydantic-ai
—
indirect
PyPI
pydantic-deep
—
indirect
PyPI
pyright
—
indirect
PyPI
pytest
—
indirect
PyPI
pytest-asyncio
—
indirect
PyPI
python-dotenv
—
indirect
PyPI
python-multipart
—
indirect
PyPI
pyyaml
—
indirect
PyPI
rich
—
indirect
PyPI
ruff
—
indirect
PyPI
textual
—
indirect
PyPI
twine
—
indirect
PyPI
typer
—
indirect
PyPI
types-pyyaml
—
indirect
PyPI
uvicorn
—
indirect
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
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"body": "The Unreleased section covered only #180 and #182. Adds the entries for\neverything else merged since 0.3.37: the OpenAI-compatible local endpoint\nsupport (#176) and the sentinel resolution fix that followed it, the\nvstorm-co floors raised by #184, and the ruff cap.",
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{
"oid": "4adce65e0ad05fa5a008f68d47588ab26dab2d15",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' into fix/167",
"author_name": "OchnikBartek",
"author_login": "OchnikBartek",
"committed_at": "2026-07-01T08:44:55Z",
"body_truncated": false,
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},
{
"oid": "b6d2a66fb817b3d517e23b6291eca9fb10455673",
"body": null,
"is_bot": false,
"headline": "fix: build TUI agent in on_mount so MCP subagents bind to Textual's loop",
"author_name": "OchnikBartek",
"author_login": "OchnikBartek",
"committed_at": "2026-07-01T08:38:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2224c54afcea591634ca02d1c93cc4b98aa8175",
"body": "Refactor/code quality report",
"is_bot": false,
"headline": "Merge pull request #164 from vstorm-co/refactor/code-quality-report",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T15:26:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b013c64d6682b85655acb1ccf1f35302571ede1a",
"body": "Replace the framework-only OG card with one that leads with the dual\nvalue prop — \"Open-source Claude Code — that you can also build on\" — a\nterminal AI assistant + the Python framework, with Live Run Forking\nhighlighted. SVG source + 1280x640 PNG (rsvg-convert).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "assets: new social preview card (dual positioning)",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T15:25:25Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "cae1c509b7ddb7ffe3cc9b7d347661b9501a3e84",
"body": "The two-column HTML table forced the long curl install command past the\n50% cell width, overflowing the page with a horizontal scrollbar. Switch\nto full-width stacked subsections (1. Use the assistant / 2. Build your\nown) so the commands fit cleanly.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): stack the \"Two ways to use it\" section (no h-scroll)",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T15:19:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "daa34500facbbe5de59c592ede6ce7357afa1cd4",
"body": null,
"is_bot": false,
"headline": "add missing files",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T15:17:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d5d9bd7770d31437882fb02bac3b3a9613c1bcb0",
"body": "Reposition the README to make the two-in-one offer obvious above the\nfold: a self-hosted, open-source Claude-Code-style terminal assistant\nAND the framework behind it (one create_deep_agent() call). New tagline,\na \"Two ways to use it\" side-by-side (curl-install the CLI vs pip + build\nyour own), with Live Run Forking kept as the standout differentiator.\nSwap in the new assets/cli_demo_v2.gif.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): lead with the dual value prop; new CLI demo",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T15:16:19Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "262762e8a2ddad42bceca7ffad658c385236cda3",
"body": "Point the Core Concepts hub at the new Learn tutorial track, and expand\nthe 0.3.34 changelog entry to describe the full FastAPI-style docs\nrestructure (Learn/Advanced/CLI/Applications + new reference pages).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: link concepts to the new tutorial; expand 0.3.34 changelog note",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T15:07:48Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8f89d330cb4324c7dccdf03790aba20078adba91",
"body": "Restructure the docs around FastAPI's Learn → Advanced → Reference model\nand rewrite/expand the content in that voice (second person, show → run →\nobserve → dissect → Recap), covering the framework, the CLI app, and the\nreference apps.\n\n- Tutorial — User Guide (docs/learn/, 13 pages): first agent → \n[…]\nd fix cross-links.\n- Use the real Pydantic logo (docs/favicon.ico) in the navbar + favicon.\n\n`mkdocs build --strict` passes clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: rewrite documentation in the FastAPI tutorial style",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T15:03:37Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ee7181b4407ff8216513559629ee406b07c04cbb",
"body": "…them\n\nThe DeepAgentSpec drift-guard test (test_overloads_match_impl_signature)\nread create_deep_agent's @overloads via typing_extensions.get_overloads,\nwhich returned [] on Python 3.10 — typing.overload only registers\noverloads in a get_overloads-readable registry on 3.11+. Importing\noverload from typing_extensions registers them on every version, so the\nguard works on 3.10 too.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(py3.10): use typing_extensions.overload so get_overloads() finds …",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T14:30:59Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f63dd92e515b8a74b2d545e166031a3b223cfae4",
"body": "…end 0.2.15\n\nDocument the release in CHANGELOG.md (Added: Monitor, background tools,\nToolSearch, general-purpose subagent, /retry · /export · /shells, Ctrl+P\nhistory, fuzzy pickers, shells panel, multiline paste, attachments,\n/settings, amber theme; Changed: @file passes path, off-event-loop\n!shell/\n[…]\ng;\nFixed: RunUsage crash, context-warning spam, /undo widgets, status\noverflow, edge cases, CI docs+mypy). Bump version to 0.3.34.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(release): 0.3.34 — CLI overhaul, features/ reorg, Monitor, back…",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T13:03:20Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "940e8d6a159377182936710479f9f41fb2350945",
"body": "- docs: mkdocstrings referenced pydantic_deep.features.eviction.create_content_preview\n which wasn't exported there. Re-export create_content_preview from the\n eviction package (imported from its definition site _text, so strict\n re-export rules are satisfied).\n- mypy: drop 4 unused `# type: igno\n[…]\ngent\n in the /retry tests; narrow ChatScreen.BINDINGS to Binding before reading\n .action/.key (items are typed Binding | tuple).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ci): docs build + mypy errors",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T09:18:37Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "0d01064a2efef331dea34cbc9c9fd186a25f6ae5",
"body": "0.2.15 is published, so remove the local [tool.uv.sources] editable\noverride and bump the console/docker pins from 0.2.14 to 0.2.15. The\nagent now gets background processes, the read/glob/grep/edit/image tool\nimprovements, and AsyncCompositeBackend from the published release —\nmatching what terminal-bench installs from PyPI.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(deps): pin pydantic-ai-backend>=0.2.15, drop editable override",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T09:12:15Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "0ef5bc8c5198c45578de38a222c7fe77c54dc769",
"body": "Attaching a file by path failed for names with spaces (e.g. a macOS\n\"Screenshot 2026-06-27 at 10.34.39.png\"): the @-ref regex stopped at the\nfirst space, so the image was never recognized or attached and the agent\nfell back to globbing for it and gave up (\"can't view images\").\n\n- _expand_file_refs n\n[…]\ne @ file picker and drag-drop now quote paths that contain spaces.\n\n4 new tests (quoted image, quoted text, unquoted still works).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): @file refs with spaces (quoted) — attach images by path",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T08:39:29Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "d36f8ba4f13b632a281960e117a1808fe9b5762f",
"body": "…gent\n\nAdd a Monitor feature mirroring Claude Code's Monitor tool: the agent\nstarts a long-lived command (log tail, CI poll, file watch, dev server)\nand new output is delivered back into the conversation so it reacts\nwithout polling.\n\n- features/monitoring/: MonitorManager drains a background proces\n[…]\np-level\n exports, and CLAUDE.md. Disabled for subagents and team members.\n- 13 tests, 100% coverage; mypy + pyright + ruff clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Monitor (watch & react) — background watches that push to the a…",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T08:07:11Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6b9f42abcd7c7121299068dda6369cbf576b39d0",
"body": "@file references inlined the entire file body into the prompt, which\nwastes context and takes the read strategy away from the agent. Now a\ntext/code @ref resolves to the bare (backticked) path so the agent\ndecides how to read it — full read_file, an offset/limit slice, or grep.\nImages are still attached as multimodal content (the model reads those\ndirectly), and unknown paths are left as typed.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): @file passes the path, not the whole file contents",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:39:27Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "6084005a7c5345d3d6759c9612e5957e3d73f6b9",
"body": "Three fixes to the session picker:\n- Loaded + JSON-parsed up to 50 messages.json files synchronously in\n compose(), freezing the UI when opening /load on a big history. Now\n loads in a worker thread with a \"loading…\" placeholder.\n- Sorted by directory name (a uuid) instead of recency; now sorts by\n[…]\nmatcher, consistent\n with the other pickers.\n\n(Method named _populate, not _render, to avoid the Textual collision.)\n5 new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): /load session picker — async load, mtime sort, fuzzy filter",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:35:25Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ad95a4eb32a50bc1b6b73bbbeca2ff656339cb76",
"body": "Adds a test for /export with no argument (writes conversation-*.md to\ncwd), complementing the explicit-path case.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(cli): cover /export default-path branch",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:32:33Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "68e5cd7bff36c79aceeeac3ccbe167646b6ac3d5",
"body": "DiffViewModal ran four blocking git subprocesses inside compose(), so\nopening /diff on a large repo froze the UI for up to the combined\ntimeout. Show a \"Loading…\" placeholder and gather the diff in a worker\nthread (asyncio.to_thread), then fill it in. 4 new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): load /diff off the event loop (no freeze on open)",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:27:43Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "31ad9dbb01dbc136f699ed7e5d401317262fa52e",
"body": "run_shell_command used a blocking subprocess.run(timeout=60) on the\nevent loop, so a long !command (e.g. !make test, !npm install) froze the\nwhole TUI — no rendering, no input — until it finished. Move the\nsubprocess into a worker thread via asyncio.to_thread + _spawn_tracked;\nthe user message shows immediately and output streams in when ready.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): run !shell commands off the event loop (no UI freeze)",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:25:19Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c3971fdd36d639a65a00851d1b8df338285a1369",
"body": "/theme with no argument lists the available themes, which is more useful\nthan staging a blind \"/theme \" the user must complete from memory. Keep\npre-fill for /goal and /export where the argument is the whole point.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(cli): don't pre-fill /theme — its no-arg form lists themes",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:22:58Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "a3cb5ed4220277e1d1f7c9dd3a37fb8e7c45627c",
"body": "Up/down only walks input history linearly; Ctrl+P opens a fuzzy-\nsearchable picker over recent, de-duplicated prompts and stages the\nchosen one in the input (multiline-aware) for editing before resend.\nReuses the fuzzy matcher and FilterInput. Documented in /help; 7 tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): Ctrl+P input-history picker (fuzzy search past prompts)",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:21:03Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "72e8af895ca917a7acdafa59ead7235d7e952e6a",
"body": "Pasting a code block into the single-line prompt previously lost its\nnewlines (Textual's Input is single-line). Detect a multi-line paste in\nPromptInput._on_paste and route it to multiline mode via a new\nMultilinePasteRequested message + InputArea.enter_multiline_with(),\nprepending any already-typed text. 2 new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): preserve multi-line pastes by switching to multiline input",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:18:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "717799cc27bf23e31fe39e354b81ab304f98fadf",
"body": "/bug, /copy-all, /improve, /info, /screenshot, and /theme were\nregistered but undocumented in /help (and /bug was also missing from the\npicker). Add them all, and add a regression guard that fails if any\nregistered command is ever missing from the picker or /help.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(cli): document all commands in /help + picker, add coverage guard",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:13:01Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f75d25a66a9edfe43c86decac780aecc1f2d9254",
"body": "Complements the pinned Background panel: /shells reports running/exited\nbackground shells (from run_in_background) even when the panel is\ncollapsed or scrolled away — running count, total, and per-shell\nid/state/command. Registered in the picker and /help; 3 new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): add /shells to list background processes on demand",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-27T07:11:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "771d6cd253baaab8f6491e680485793ec984f281",
"body": "…blind\n\nPicking /goal, /export, or /theme from the command picker now pre-fills\n\"/cmd \" into the input (cursor at end, focused) so the user can type the\nargument and submit — rather than the command running immediately with\nno argument. Adds InputArea.prefill().\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): stage arg-taking commands in the input instead of running …",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-26T23:25:10Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "82ab2369238990ac86b1d2f53c3358a42c415e4c",
"body": "/undo trimmed message_history but left the removed turn's widgets on\nscreen, so the user kept seeing a turn the model no longer remembered.\nAdd MessageList.remove_last_turn() and call it from /undo (and /retry,\nso a retry shows one clean turn instead of stacking the old reply).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): /undo now also removes the turn from the screen",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-26T23:23:27Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "a0b33e63943fc67ffd2d08fa5f0ee5d570e93fdd",
"body": "Replace substring filtering with an fzf-style subsequence matcher so\ntyping \"mainpy\" finds apps/cli/main.py and \"cpy\" finds /copy. Matches\nare ranked — contiguous runs, word-boundary hits, and early matches\nscore higher; gaps are penalised — so the best candidate lands on top.\n\nNew apps/cli/fuzzy.py (fuzzy_score / fuzzy_filter), wired into both the\n/ command picker and the @ file picker. 11 new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): fuzzy subsequence matching in command & file pickers",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-26T23:21:25Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ac17337be893cf22f74e0450b9f708beb12fb190",
"body": "The >=90% context heads-up fired on every ContextUpdated event, which\narrives many times per turn — flooding the UI with identical warnings.\nGate it on the rising edge with a _context_warned latch that re-arms\nbelow 85% (hysteresis), so the user sees one warning per crossing and a\nfresh one if usage climbs back after /compact.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): stop context-warning spam, warn once per crossing",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-26T23:18:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "689a2d68d97d29d151062966f59a504d3decc88a",
"body": "- /retry: re-run the last user prompt, dropping the previous (bad or\n aborted) turn from history first. Guards against running mid-turn and\n during an active fork. Backed by a new app.last_user_prompt, set on\n every submit.\n- /export [path]: write the conversation to a Markdown file (## You /\n #\n[…]\nssistant sections); defaults to ./conversation-<timestamp>.md.\n- Registered in the command picker and /help; 5 new dispatch tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): add /retry and /export commands",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-26T23:16:42Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "3faee81c741746e78d75ec2046a6bc37e835c184",
"body": "Temporary [tool.uv.sources] override so the CLI picks up the unreleased\nbackground-process support from the local feat/background-processes\nbranch. Revert once the backend ships a release with these tools.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: point pydantic-ai-backend at local editable checkout (LOCAL DEV)",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-26T23:07:48Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4a8f88c8c8992cfad15d3bf203da65a2b569a752",
"body": "Surface long-lived background processes (run_in_background) in the TUI,\nmatching the existing subagents/todos panel language:\n\n- ShellsWidget: pinned activity-strip panel showing tracked background\n shells — ● running (accent), ✓ exited 0 (dim), ✗ exit N (error) — with\n shell id + truncated comman\n[…]\nell).\n Extracted shell/web/search previews into _special_args_preview to keep\n _format_args_preview under the complexity budget.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): background shells panel in the activity dock",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-26T23:07:48Z",
"body_truncated": true,
"is_coding_agent": true
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{
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.27.0 — full methodology · metrics wiki.
