公开记录卓越
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-08-01 09:32 UTC
vstorm-co / pydantic-deepagents
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 的健康指数为 100 分中的 94 分，处于「卓越」区间。 其得分最高的类别是Engineering Quality（96/100），最低的是Security（66/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
94
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。
94
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
加权总体分 80 经校准后在公布的指数量表上为 94（记录校准 2026-08-02）。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | pydantic-deep | 0.3.41 | 116,282 | 56 | 0 天前 | agent-frameworkagenticai-agentautonomous-agentclaudeclideep-agentllmmcpmulti-agentopenaipydantic-aisubagentsterminal-assistanttool-calling |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
92
开发活跃度
86优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 22.2/36 | 提交节奏 — 52 周中有 32 周有提交 |
| 18/18 | 提交量 — 最近一年 670 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 670 |
| human_commit_share | 0.98 |
| days_since_last_push | 0 |
| active_weeks_last_year | 32 |
发布纪律
100卓越
评分方式
| 27/27 | 有发布版本 — 已发布 64 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 4.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 64 |
| latest_release_tag | 0.3.41 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 4.4 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
77
流行度与采用
72良好
评分方式
| 48.7/60 | 星标 — 1,013 个星标 |
| 17.2/25 | 复刻 — 118 个复刻 |
| 5.6/15 | 关注者 — 11 位关注者 |
所用输入
| forks | 118 |
| stars | 1,013 |
| watchers | 11 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
77良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| readme_badges | — |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| readme_badge_services | — |
| has_pull_request_template | 是 |
生态采用（下载量）
84优秀
评分方式
| 67.5/80 | 月度下载量 — pypi 合计每月 116,282 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | pydantic-deep |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 116,282 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
67
维护者韧性（巴士系数）
31存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 2.8/22.5 | 提交分布 — 头号贡献者编写了 87% 的提交 |
| 13.5/13.5 | 贡献者广度 — 14 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 14 |
| top_contributor_share | 0.874 |
议题与 PR 响应能力
81优秀
评分方式
| 40.1/42 | 议题解决 — 96% 的议题已关闭 |
| 26.3/30 | PR 接受 — 已裁定的 PR 中 108/123 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 4.5/15 | OpenSSF Scorecard：Code-Review — Found 3/10 approved changesets -- score normalized to 3 |
所用输入
| merged_prs | 108 |
| open_issues | 3 |
| closed_issues | 64 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.955 |
| closed_unmerged_prs | 15 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
已排除计分（无数据或不适用）：newcomer_pr_acceptance。 其余权重已重新归一化。
所有权与托管责任
68良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 15.6/25 | 所有者影响力 — vstorm-co 有 147 位关注者 |
| 22/25 | 既往记录 — 34 个公开仓库，账户约 5 年 |
所用输入
| followers | 147 |
| owner_type | Organization |
| is_verified | — |
| owner_login | vstorm-co |
| public_repos | 34 |
| account_age_days | 1,968 |
软件包维护
100卓越
评分方式
| 25/25 | 已发布且可解析 — pypi 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 0 天前 |
| 20/20 | 版本历史 — 56 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | pydantic-deep |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
96
工程实践
94卓越
评分方式
| 24/24 | CI 工作流 — 4 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
100卓越
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://vstorm-co.github.io/pydantic-deepagents/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 17 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | pydantic-ai, agent-framework, pydantic, python, anthropic, llms, mcp, ai-agents, subagents, claude-code, cli, coding-agent, deep-research, docker-sandbox, playwright, tui, vstorm |
| has_wiki | 是 |
| homepage | https://vstorm-co.github.io/pydantic-deepagents/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
66
安全态势
66良好
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 4.5/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
| 1.2/2.5 | CII-Best-Practices — badge detected: Passing |
| 2.2/7.5 | Code-Review — Found 3/10 approved changesets -- score normalized to 3 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6.6 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
74
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — CLAUDE.md, apps/harbor/AGENTS.md, docs/api/agent.md, docs/concepts/agents.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 98 次人类提交中有 91 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.929 |
| agent_instruction_files | CLAUDE.md, apps/harbor/AGENTS.md, docs/api/agent.md, docs/concepts/agents.md |
| agent_instruction_max_bytes | 19,342 |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — Dockerfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 33 次由代理编写或署名代理 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 2 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.33 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.02 |
面向模型的代码可读性
53中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.1/55 | 可控的文件大小 — 采样的 295 个源文件中有 10 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 134,208 |
| source_files_sampled | 295 |
| oversized_source_files | 10 |
机器可读接口
60中等
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
1,013GitHub 星标
14贡献者
670最近 12 个月提交数
0距最近推送天数
64发布版本数
1巴士系数（bus factor）
3开放议题
PyPI软件包生态系统数
数据采集警告
- 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
更多细节
Star 与 Fork 历史 0 ★ / 118 ⇿
0Star
118Fork
58发布
每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。
主版本 0次版本 1修订 57
OpenSSF Scorecard 6.6 / 10
6.6综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 6 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 9 out of 9 merged PRs checked by a CI test -- score normalized to 10 |
| 5 | CII-Best-Practices | badge detected: Passing |
| 3 | Code-Review | Found 3/10 approved changesets -- score normalized to 3 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 8
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | pydantic-ai-slim | >=2.0.0 | pyproject.toml |
| PyPI | pydantic-ai-todo | >=0.2.7 | pyproject.toml |
| PyPI | pydantic-ai-backend | >=0.2.16 | pyproject.toml |
| PyPI | summarization-pydantic-ai | >=0.1.11 | pyproject.toml |
| PyPI | subagents-pydantic-ai | >=0.2.12 | pyproject.toml |
| PyPI | pydantic-ai-shields | >=0.3.4 | pyproject.toml |
| PyPI | pydantic | >=2.0 | pyproject.toml |
| PyPI | chardet | >=5.0.0 | pyproject.toml |
全部依赖 43
来自 GitHub 依赖图的完整解析依赖集合：8 个直接依赖与 35 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。
| 注册表 | 软件包 | 版本 | 关系 |
|---|---|---|---|
| PyPI | chardet | — | 直接 |
| PyPI | pydantic | — | 直接 |
| PyPI | pydantic-ai-backend | — | 直接 |
| PyPI | pydantic-ai-shields | — | 直接 |
| PyPI | pydantic-ai-slim | — | 直接 |
| PyPI | pydantic-ai-todo | — | 直接 |
| PyPI | subagents-pydantic-ai | — | 直接 |
| PyPI | summarization-pydantic-ai | — | 直接 |
| PyPI | agent-client-protocol | — | 间接 |
| PyPI | bandit | — | 间接 |
| PyPI | build | — | 间接 |
| PyPI | coverage | — | 间接 |
| PyPI | fastapi | — | 间接 |
| PyPI | griffe | — | 间接 |
| PyPI | html2text | — | 间接 |
| PyPI | liteparse | — | 间接 |
| PyPI | logfire | — | 间接 |
| PyPI | mkdocs | — | 间接 |
| PyPI | mkdocs-llmstxt | — | 间接 |
| PyPI | mkdocs-material | — | 间接 |
| PyPI | mkdocstrings | — | 间接 |
| PyPI | mkdocstrings-python | — | 间接 |
| PyPI | mypy | — | 间接 |
| PyPI | pillow | — | 间接 |
| PyPI | playwright | — | 间接 |
| PyPI | pre-commit | — | 间接 |
| PyPI | prompt-toolkit | — | 间接 |
| PyPI | py-key-value-aio | — | 间接 |
| PyPI | pydantic-ai | — | 间接 |
| PyPI | pydantic-deep | — | 间接 |
| PyPI | pyright | — | 间接 |
| PyPI | pytest | — | 间接 |
| PyPI | pytest-asyncio | — | 间接 |
| PyPI | python-dotenv | — | 间接 |
| PyPI | python-multipart | — | 间接 |
| PyPI | pyyaml | — | 间接 |
| PyPI | rich | — | 间接 |
| PyPI | ruff | — | 间接 |
| PyPI | textual | — | 间接 |
| PyPI | twine | — | 间接 |
| PyPI | typer | — | 间接 |
| PyPI | types-pyyaml | — | 间接 |
| PyPI | uvicorn | — | 间接 |
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies carried a version and a supported ecosystem
原始 JSON 报告 机器可读
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"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>",
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"headline": "assets: new social preview card (dual positioning)",
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"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>",
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"headline": "docs(readme): stack the \"Two ways to use it\" section (no h-scroll)",
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"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>",
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"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>",
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"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>",
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"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>",
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"headline": "fix(py3.10): use typing_extensions.overload so get_overloads() finds …",
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"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>",
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"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,
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{
"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,
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},
{
"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,
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{
"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,
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{
"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,
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{
"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,
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},
{
"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,
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{
"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,
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{
"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,
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{
"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,
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{
"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",
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{
"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,
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{
"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,
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{
"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,
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{
"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",
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{
"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,
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{
"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",
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{
"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",
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"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",
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"oid": "c0b6d8f2c00a00343ba1feabff3b1a19508a9963",
"body": "Two terminal-UX gaps:\n\n- Textual captures the mouse, so drag-selection makes a Textual selection but\n nothing copied it — ctrl+c is bound to interrupt, leaving Textual's copy\n action unreachable. Bind ctrl+shift+c to copy_text (copies the selection to\n the clipboard).\n- Assistant text renders as \n[…]\nome clickable hyperlinks; existing markdown links and\n autolinks are left untouched, trailing sentence punctuation stays outside.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "ui(cli): copy mouse selection (ctrl+shift+c) + clickable bare URLs",
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"body": "The tool-search discovery result was dumped as a raw ~8k-char JSON blob in the\nconversation. Render it as a compact \"discovered N tools\" line plus the tool\nnames as accent chips; the header shows the search query. Parses both JSON and\nPython dict-repr forms of the result.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "ui(cli): pretty-print search_tools (tool-search) results",
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"body": "The agent could only delegate to `planner` (plans) and `research` (investigate)\n— both described as non-implementers — and the `task` tool only accepts a\nregistered subagent_type, with general-purpose disabled. So when asked to write\ncode it concluded \"no subagent can create files\" and did everythin\n[…]\n (and the CLI panel baseline), so the agent can hand off\nself-contained build work via task(subagent_type=\"general-purpose\", ...).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add a general-purpose subagent so the agent can delegate real work",
"author_name": "Kacper Włodarczyk",
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"oid": "a9382fb1f319cf5a48e352dd4ff8584eb6eca578",
"body": "Only anthropic_cache_* model settings were set, which the OpenRouter model\n(a common default, e.g. openrouter:anthropic/claude-opus-4.6) silently ignores.\nLive traces showed zero cache reads: a research subagent re-sent its growing\n145k→310k-token prefix at full price every turn — 5 calls >100k toke\n[…]\ntions\nsettings (each provider reads its own keys, ignores the other's), so the stable\nprefix is cached on the OpenRouter path too.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "perf: enable prompt caching on the OpenRouter path",
"author_name": "Kacper Włodarczyk",
"author_login": "DEENUU1",
"committed_at": "2026-06-26T21:16:21Z",
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{
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"points": 17.2,
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{
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{
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"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": true,
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{
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"status": "met",
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{
"code": "license_spdx",
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{
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{
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"points": 0,
"status": "missed",
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{
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{
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{
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]
},
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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