公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 06:11 UTC

dkedar7 / langstage-core

Host + AG-UI bridge for LangGraph agents — agent-spec loading, layered config, and typed in-process streaming

PythonMIT★ 0 星标⑂ 1 复刻始于 2026年2月在 GitHub 上查看 ↗

dkedar7/langstage-core 的健康指数为 100 分中的 59 分,处于「中等」区间。 其得分最高的类别是Vitality(84/100),最低的是Community & Adoption(24/100)。 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。

59
总分 / 100
中等

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;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 49(有风险)的上限。AI 就绪度不计入总体分。

59
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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。

所有权

Kedar Dabhadkar个人账户
50 关注者76 个公开仓库始于 2016年4月Lam Research

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

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
PyPIlangstage-core1.0.23-230 天前agentsailangchainlanggraphparserstreaming

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?

84良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
9.7/36提交节奏 — 52 周中有 14 周有提交
18/18提交量 — 最近一年 147 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year147
human_commit_share1
days_since_last_push0
active_weeks_last_year14

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 53 个发布版本
36/36发布时效 — 最近一次发布版本于 12 天前
27/27发布节奏 — 约每 0.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count53
latest_release_tagv1.0.16
releases_from_tags
days_since_latest_release12
mean_days_between_releases0.7
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?

24危急 · 占总体的 18%
评分方式
0/60星标 — 0 个星标
0/25复刻 — 1 个复刻
0/15关注者 — 0 位关注者
所用输入
forks1
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

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?

59中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
41.7/46.8议题解决 — 89% 的议题已关闭
38.2/38.3PR 接受 — 已裁定的 PR 中 78/78 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs78
open_issues3
closed_issues25
issue_closed_ratio0.893
closed_unmerged_prs0
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
12.3/25所有者影响力 — dkedar7 有 50 位关注者
25/25既往记录 — 76 个公开仓库,账户约 10 年
所用输入
followers50
owner_typeUser
is_verified
owner_logindkedar7
public_repos76
account_age_days3,761
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
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 — 23 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
packageslangstage-core
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

81良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://dkedar7.github.io/langstage-docs/
10/10仓库描述
10/10主题标签 — 10 个主题标签
10/10Wiki
所用输入
topicsag-ui, agents, ai-agents, deepagents, human-in-the-loop, langchain, langgraph, llm, python, streaming
has_wiki
homepagehttps://dkedar7.github.io/langstage-docs/
has_readme
has_docs_dir
has_description

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?

37存在风险 · 占总体的 16%

安全态势

37存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 16 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.7
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?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

43存在风险 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 100 次人类提交中有 80 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.8
agent_instruction_files
agent_instruction_max_bytes
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 73 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.73
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
55/55可控的文件大小 — 采样的 45 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes35,902
source_files_sampled45
oversized_source_files0

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal
api_schema_files

关键数据

0GitHub 星标
1贡献者
147最近 12 个月提交数
0距最近推送天数
53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

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:langstage-core@1.0.23; advisories assessed against the repository dependency graph instead

更多细节

OpenSSF Scorecard 3.7 / 10
3.7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)。Scorecard v5.5.0 · 2026-07-23 06:11 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities16 existing vulnerabilities detected
直接依赖 1
注册表软件包版本约束清单文件
PyPIlangchain-core>=1.4pyproject.toml
全部依赖 未采集

本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

原始 JSON 报告 机器可读
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          "oid": "32fb3e0d5936857fdda98264d175e2823abe7f3e",
          "body": "…(gh #104) (#107)\n\nHostConfig.resolve() cast env values with no error handling, so a single bad\nchar in LANGSTAGE_PORT (abc, an unexpanded \"$PORT\", a stray \"8050 x\") raised an\nuncaught ValueError straight out of resolve() and crashed every entrypoint that\nresolves config -- --show-config, --demo, --\n[…]\nose hosts inherit it and can drop their local env shims.\n\n\nClaude-Session: https://claude.ai/code/session_011HWCfJii6gXd3XL3Gq3W8B\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(config): degrade a malformed numeric env var instead of crashing …",
          "author_name": "Kedar Dabhadkar",
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          "committed_at": "2026-07-23T06:09:48Z",
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          "body": "…er wire caps tool results (gh #102) (#103)\n\niter_event_frames capped each tool result at max_result_len (default 500) with a\n`…(truncated)` marker; iter_chunk_frames emitted the full content and had no\nmax_result_len parameter at all. The asymmetry pointed the wrong way — the chunk\nwire is the one \n[…]\na non-str result passes through instead\nof being sliced.\n\n\nClaude-Session: https://claude.ai/code/session_011HWCfJii6gXd3XL3Gq3W8B\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agui): honor max_result_len on iter_chunk_frames so the CLI/Jupyt…",
          "author_name": "Kedar Dabhadkar",
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          "oid": "ddcab54056fe8a910ebec2ff5977654dd63ef3f3",
          "body": "…00) + coerce wrong-typed TOML values (langstage-jupyter #78) (#101)\n\n* fix(agui): load the agent spec before the \"Serving ...\" banner (gh #100) + coerce wrong-typed TOML values (langstage-jupyter #78)\n\nTwo error-path holes where a user mistake surfaced as a raw traceback or a\nsilently wrong value i\n[…]\ne Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_011HWCfJii6gXd3XL3Gq3W8B\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agui): load the agent spec before the 'Serving ...' banner (gh #1…",
          "author_name": "Kedar Dabhadkar",
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          "committed_at": "2026-07-19T03:21:42Z",
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          "oid": "188f52a176b1c494dc988ff283b37bd6c16c288c",
          "body": "…surface emits `extraction` frames (gh #96) (#98)\n\n`SessionAdapter` — the streaming engine behind the web app + task board — accepted\nonly `graph` / `max_result_len` and swallowed everything else via `**_legacy`, so\n`SessionAdapter(graph=g, extractors=[...])` was accepted without error but the\nextra\n[…]\n(fail-before/pass-after). Full suite green (164 passed).\n\n\nClaude-Session: https://claude.ai/code/session_01WeFhpZ6DJkyCM6sQB99uNY\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(session): forward `extractors` through SessionAdapter so the web …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-16T14:02:17Z",
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          "oid": "2fc48916914bfe8fba2f72a90212f5c6a48d8a5b",
          "body": "…ors` on iter_chunk_frames (#92) (#94)\n\n* fix(agui): surface node exceptions as the terminal `error` frame in iter_* (gh #93, 1.0.18)\n\n`iter_event_frames` / `iter_chunk_frames` document — and the README Quick start\nplus the shipped `examples/fastapi_websocket.py` rely on — an `error` frame among\nthe\n[…]\ne Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01WeFhpZ6DJkyCM6sQB99uNY\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agui): terminal `error` frame on node exceptions (#93) + `extract…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-15T02:50:24Z",
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          "oid": "f7e9d06b1883e321a3702bce0d0bd7e91a94a141",
          "body": "…olExtractor's \"*\" fallback reachable (#90) (#91)\n\n* fix(agui): render a later node's finished message in a mixed-mode turn (gh #89)\n\n`iter_event_frames` / `iter_chunk_frames` rendered non-streamed assistant\ncontent only via the final `MessagesSnapshotEvent`, guarded by\n`and not streamed_text`. So a\n[…]\ne Opus 4.8 (1M context) <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01WeFhpZ6DJkyCM6sQB99uNY\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agui): render mixed-mode finished messages (#89) + make GenericTo…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-12T21:08:58Z",
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          "oid": "0da49ee69f8a264d948e8e2b10a351d828da85d5",
          "body": "examples/fastapi_websocket.py forwarded the client's bare `decisions`\nlist straight into `resume=[...]`, but the HITL middleware reads the\nresumed value back as `interrupt(...)[\"decisions\"]` — so a real\ndeepagents/HITL agent (the swap-in the example invites) crashed with\n`TypeError: list indices mus\n[…]\nfile\ntoo — not just the notebook + README — so the class can't recur.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix bare-list HITL resume in the FastAPI example (gh #87) (#88)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-10T11:56:46Z",
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          "oid": "d9214b593c6e8a5bd6e022323843df5d0fb23d2c",
          "body": "The example notebook showed `resume=[{\"type\": \"approve\"}]`, but\nHumanInTheLoopMiddleware reads the resumed value back as\n`interrupt(...)[\"decisions\"]` — a bare list has no `[\"decisions\"]`, so\ncopy-pasting the snippet crashed the resume. Corrected to the decision\nenvelope `resume={\"decisions\": [{\"typ\n[…]\nd literal to\n`create_resume_input(...)`'s output so they can't drift.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix HITL resume snippet in Jupyter example (gh #85) (#86)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-10T02:37:00Z",
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          "oid": "20b1918086be73d437ba03ff8ad0cde7ac4dc50e",
          "body": "…configurable] too (#84)\n\nA run of nightly issues (#55/#57/#61/#64/#66) were all config-diagnostic drift: each surface\nassembled its own --show-config / /config output (base dump + a separately-rendered\n[configurable] table + footer tweaks) and the pieces drifted. Fold the [configurable] table\ninto \n[…]\nle=...) so the whole diagnostic comes from one method and\nevery surface's two config views render identically by construction. Purely additive.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: describe() is the single complete config diagnostic — renders […",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-08T14:40:28Z",
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          "oid": "4be88c361a692f0c82df89500da049d2831e53b7",
          "body": "…arn malformed TOML (hermes #61) (#83)\n\n#82: iter_event_frames/iter_chunk_frames(resume=) wrap the value into\nforwarded_props.command.resume (-> Command(resume=...)), but create_resume_input()\nalready returns a Command — so passing it double-wrapped and the graph's interrupt()\nreturned a Command, cr\n[…]\n(so --show-config printed\n\"TOML read from: <ignored file>\"). Track malformed paths + dedupe the warning; loaders\nskip listing a malformed file.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: unwrap create_resume_input's Command (#82) + don't list/double-w…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-08T12:43:22Z",
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        {
          "oid": "a6257ccf4c60496fe27f8cde8bbca8d7a3ac1d42",
          "body": "…docs (#80) (#81)\n\nThe README's \"What's in the box\" promises everything is re-exported top-level (except the\nagui helpers) and lists SessionAdapter/Session, but they were only importable from\nlangstage_core.adapters — so `from langstage_core import SessionAdapter` raised ImportError.\nRe-export them at the top level (still under .adapters too) and fix the package docstring,\nwhich had miscategorized SessionAdapter under the agui bullet.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: re-export SessionAdapter/Session at the top level, matching the …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-08T01:37:23Z",
          "body_truncated": false,
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        {
          "oid": "e3066df1d31db84ca08f32f3e3712fc8449e0520",
          "body": "…7) (#79)\n\nThe README banner + migration guide said the old import \"still works via a compat shim,\"\nreading as \"install langstage-core and import langgraph_stream_parser keeps working.\" But\nthe shim is a SEPARATE distribution (langgraph-stream-parser 1.0, re-exporting\nlangstage_core) that langstage-\n[…]\n a fresh `pip install langstage-core` hit ModuleNotFoundError. Clarify that\nthe old name works only while the separate package stays installed.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: stop over-promising the langgraph_stream_parser compat shim (#7…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-06T11:52:45Z",
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        {
          "oid": "34e56bf67fb84c25c06ce05e4d0d2b9728445360",
          "body": "…crash (langstage-vscode #40) (#78)\n\nThe on_interrupt handler did payload.get(\"action_requests\", ...), assuming a dict with\nthose keys — so the standard HumanInterrupt LIST that deepagents/langchain HITL emit\ncrashed the turn ('list' object has no attribute 'get'), and any other plain dict\nreturned \n[…]\nict. Applied to both iter_event_frames (event wire: vscode/web) and\niter_chunk_frames (chunk wire: cli/jupyter, which read frame[\"interrupt\"]).\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: normalize the HumanInterrupt shape so an interrupt turn doesn't …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-06T11:18:25Z",
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        {
          "oid": "841a75c7ea3abba00d4bf803025cbb542aeafb66",
          "body": "…he 1.0 API (#75) (#76)\n\n* fix: resolve workspace root to absolute once so a later chdir can't double it (#66)\n\napply_workspace() stored the root as given (e.g. ./ws) and workspace_root()\nre-.resolve()d it against the current cwd on every call, so a surface that then\nchdir'd into the workspace (cli \n[…]\nAlso drop the stale FastAPIAdapter cross-ref in SessionAdapter's docstring.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: relative-workspace doubling (#66) + rewrite broken examples on t…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-05T14:26:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6821fb7cb7ac4b0b36ab421ed4a74bde9b2a61c3",
          "body": "core header now reads langstage-core (was langgraph-stream-parser), v1.0, and the diagram shows the current build_agent/iter_frames API instead of the removed StreamParser.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: refresh README header image to the LangStage name (dogfood) (#74)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-05T03:26:07Z",
          "body_truncated": false,
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        },
        {
          "oid": "3bb2cfbb0a6c28a70451695d6db9b8b3a2718a4a",
          "body": "…kspace surfaces) (#73)\n\nA BYO agent's raw relative file writes can only land in the workspace if the process\ncwd is the workspace (core can't re-root arbitrary tools — the ADR-0005 boundary). So\nevery single-workspace surface runs the agent with the workspace as cwd: cli (already),\nvscode + web (ne\n[…]\nexception (JupyterLab owns the cwd).\nRecords the F7 dogfood decision.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: ADR 0006 — operate the agent from the workspace cwd (single-wor…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-05T02:47:01Z",
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        {
          "oid": "432a0b1faddfdb30a594153665fa9527be354940",
          "body": "…ing* events (gh #71, 1.0.8) (#72)\n\niter_event_frames/iter_chunk_frames had no branch for the Reasoning*/Thinking* AG-UI\nevents ag-ui-langgraph emits for reasoning models (Anthropic extended thinking,\no-series, DeepSeek R1, ...), so chain-of-thought was silently dropped and the\nadvertised `reasoning\n[…]\nrom the\n`content` answer so renderers can show/collapse the thinking.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agui): emit the advertised `reasoning` frame for Reasoning*/Think…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-04T15:13:48Z",
          "body_truncated": true,
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        },
        {
          "oid": "79729a3d343313e4421b65ae65fc158f9ea785f6",
          "body": "…of truth + ADR 0005 (1.0.7) (#70)\n\nCore resolved workspace_root (the value) but never applied it, so each surface\ninvented its own mechanism (cli chdir / vscode env-push / hermes backend-arg /\njupyter global-mutate / web hand-sync) and three drifted into a workspace bug\n(#19, #45/#36, #44). apply_w\n[…]\n ADR 0005 accepted. Surfaces migrate incrementally; BYO tools opt in.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(host): apply_workspace/workspace_root — single workspace source …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T21:37:59Z",
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        {
          "oid": "6c243f6acc0bd6cea94c9b84d8dd13e85112bec4",
          "body": "…0004 (1.0.6) (#69)\n\nRuns ONE real turn through iter_event_frames and returns a structured VerifyResult\n(ok / saw_complete / saw_error / error_message / content_chars). ok is True only if\nthe turn completed with no error — a missing key / broken tool / bad schema fails\nhere, where a static \"imports \n[…]\n; workspace application staged) with\nthe six-surface evidence matrix.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): shared live-preflight primitive verify()/averify() + ADR …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T16:52:54Z",
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        {
          "oid": "d69cffa22912334d6816554e044983ad6cdd46a3",
          "body": "…atus (gh #67, #55, 1.0.5) (#68)\n\ngh #67 (regression from 1.0.4): iter_event_frames/iter_chunk_frames emit content from\nthe final MessagesSnapshotEvent for non-token agents, but that snapshot is the FULL\nthread — so every turn re-emitted turns 1..n. Slice the snapshot to the messages after\nthe last \n[…]\nI event upstream (ag-ui-langgraph); documented as a known limitation.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Stop replaying history for snapshot agents; best-effort tool-error st…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T13:33:32Z",
          "body_truncated": true,
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        },
        {
          "oid": "b487f004ef973083d2333736711f4535317bde54",
          "body": "…43, 1.0.4) (#66)\n\niter_event_frames/iter_chunk_frames hardcoded node=\"agent\" on every content/tool\nframe, so a multi-node graph's output was indistinguishable — the CLI, which\nstarts a fresh marker on a node change, rendered two nodes' messages as one\nrun-on. Track the current node from StepStarted\n[…]\nangstage-cli renders each on its own line). 2 regression tests added.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AG-UI frames carry the real langgraph node, not a fixed \"agent\" (gh #…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T01:32:52Z",
          "body_truncated": true,
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        {
          "oid": "a2316b6fe01eab8571777fc53369df1c12f66dd2",
          "body": "…deepagents.toml (gh #42, #25, 1.0.3) (#65)\n\nTwo cross-family config fixes in the shared host layer:\n\n- gh #42: a malformed langstage.toml raised a raw TOMLDecodeError from _read_toml.\n  Because config resolves at import time on several surfaces, that bricked\n  --version/--help/--demo, the deepagent\n[…]\ntoml_config.\n\n4 regression tests added; full host-config suite green.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Harden config loading: don't crash on malformed TOML; warn on legacy …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T01:12:20Z",
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        {
          "oid": "9106f4251e01a21f64ffd4df29c4ccf32e42d894",
          "body": "…#64)\n\nThe --show-config branch resolved HostConfig with only the host/port overrides;\n--agent was applied to the overrides later, after the branch's early return. So\n`langstage-agui --show-config --agent X` reported agent_spec = None while serve()\nhonored the flag — the shown config disagreed with \n[…]\nnotes the demo\nspec. Regression test added to tests/test_agui_cli.py.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix `langstage-agui --show-config` ignoring --agent (gh #60, 1.0.2) (…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-03T00:56:37Z",
          "body_truncated": true,
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        },
        {
          "oid": "b34f03dd828ad75c08607fa2db757df932001c64",
          "body": "Dogfooding the published docs against the 1.0.0 wheel found the README was only\nname-renamed during the rename: its body (Quick Start through Display Adapters)\nstill documented the REMOVED event layer — StreamParser, langstage_core.events,\nevent_to_dict, stream_graph_updates, and the CLI/Print/FastA\n[…]\nangstage-core[agui]>=1.0, so 1.0.1 satisfies them with no re-release.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: rewrite README for the 1.0 API; bump 1.0.0 -> 1.0.1 (#63)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T16:37:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4fcea3d0186ec7a6c7f73e413126090528922986",
          "body": "…(#62)\n\nThe event layer is retired and AG-UI is the sole streaming path on every surface.\nCore renamed to langstage-core 1.0.0 (event layer removed; compat shim published);\nall five surfaces repointed to langstage-core[agui] in one release each:\ncli 0.6.1, hermes 0.4.1, vscode 0.5.0, jupyter 0.6.0, \n[…]\none regression caught during rollout (Jupyter token-delta rendering).\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): mark ADR 0002/0003 Implemented — AG-UI migration complete …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T15:51:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be39f6137d6b67dbd2cd52bbc41ec131230e3abc",
          "body": "…) (#61)\n\n* wip(core-1.0): remove event layer (StreamParser/events/handlers/adapters); SessionAdapter AG-UI-only\n\nSource surgery for langstage-core 1.0 (ADR 0003). Removed StreamParser, events.py,\nhandlers/, compat.py, the non-agui render adapters, and event-layer tests. Kept host,\ntasks, agui, demo\n[…]\nrenced the removed StreamParser + old module name; point it at\nlangstage_core (load_agent_spec/tasks/agui) and --cov=langstage_core.\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat!: langstage-core 1.0 — remove the event layer + rename (ADR 0003…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T13:41:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c0c4947dea4e1a1853ce3f3cb69468ee2f296fe4",
          "body": "…r graph input) (#59)\n\nThe ag-ui-langgraph adapter forwards RunAgentInput.state into the graph input, so\na state= param lets surfaces whose agent contract carries more than messages pass\ntheir extra keys (e.g. hermes' iteration_budget_remaining / model_override /\nsession_id). Needed for the hermes AG-UI migration. Test added; suite green.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): state= on iter_event_frames/iter_chunk_frames (seed riche…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T03:05:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0467ed96b1186ebe1f6c8c93170e9015a4e1e8d8",
          "body": "…tionized) (#58)\n\nRuns tool-result extractors over the in-process AG-UI stream: after each tool\nresult, the matching extractor (by tool_name) runs and a non-None return emits an\n frame identical to event_to_dict(ToolExtractedEvent). This is the\nAG-UI home for domain callouts (hermes' skill/memory/co\n[…]\npiece that unblocks hermes' migration and the event-layer retirement.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): extractors= on iter_event_frames (ADR 0003 Stage 1 produc…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T03:00:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ad90cbf4d6ab936f685e5fe5adce08f62f604b5",
          "body": "* docs(adr): 0003 — deprecate & retire the event layer (Proposed)\n\nTurns ADR 0002's glib \"deprecate events.py -> remove -> rename\" endgame into a\nreal staged plan, after two facts surfaced that change it:\n\n1. The AG-UI paths are opt-in; the event layer is still every surface's DEFAULT.\n   You can't \n[…]\now.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ADR 0003 (Proposed): deprecate & retire the event layer (#57)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-02T02:57:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7e3185cb2df5fd42eefcb2a70974a25efb5a6570",
          "body": "iter_event_frames (vscode+web) + iter_chunk_frames (cli+jupyter, 0.6.17) are the\nsingle source of truth; all four surfaces delegate. Shipped cli 0.5.18, jupyter\n0.5.14, vscode 0.4.10. Next remaining item: deprecate the event layer (Decision 3).\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): dedupe done — both AG-UI mappings live in the core (#56)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T19:26:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "859f1d3612d4666c4984f90461e029350318a2cb",
          "body": "…pe (#55)\n\n* docs(adr): migration complete — all four surfaces on AG-UI\n\ncli (0.5.17), jupyter (0.5.13), vscode (0.4.9), web (langstage 0.12.3 / core 0.6.16)\nall ship opt-in [agui] paths at full parity. Records the two format-families\n(chunk-dict: cli+jupyter; event_to_dict: vscode+web) and the rema\n[…]\nub.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): add iter_chunk_frames (chunk-dict family) — ADR 0002 dedu…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T19:11:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "523c56970d82233e2b70fd321426872aa109436a",
          "body": "cli (0.5.17), jupyter (0.5.13), vscode (0.4.9), web (langstage 0.12.3 / core 0.6.16)\nall ship opt-in [agui] paths at full parity. Records the two format-families\n(chunk-dict: cli+jupyter; event_to_dict: vscode+web) and the remaining post-migration\nwork: dedupe, deprecate the event layer (keeping extractors), rename, flip defaults.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): migration complete — all four surfaces on AG-UI (#54)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T17:35:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "da4e31b746e6c0acd1e0e33cf49ee558cef2f1da",
          "body": "…web enabler) (#53)\n\n* docs(adr): migration progress — vscode done (0.4.9); web is last\n\ncli (0.5.17), jupyter (0.5.13), vscode (0.4.9) all shipped opt-in AG-UI paths with\nfull text+tools+interrupts parity. Added the shared-mapping note: cli+jupyter share\nthe chunk-dict mapping (byte-identical, dedu\n[…]\ned.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(agui): iter_event_frames + SessionAdapter AG-UI mode (ADR 0002, …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T17:24:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2ac13a5f2bbcb08cfbc44ac477d7733ea8754e2d",
          "body": "cli (0.5.17), jupyter (0.5.13), vscode (0.4.9) all shipped opt-in AG-UI paths with\nfull text+tools+interrupts parity. Added the shared-mapping note: cli+jupyter share\nthe chunk-dict mapping (byte-identical, dedupe target); vscode uses event_to_dict\n(distinct); web (SessionAdapter) will differ again — consolidate per format-family.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): migration progress — vscode done (0.4.9); web is last (#52)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T15:23:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bff4205de864b3982b6018f288c7b7d1ad853bf6",
          "body": "… in cli 0.5.17 (#51)\n\nResume works via forwarded_props.command.resume (-> Command(resume=...)), not the\ntop-level RunAgentInput.resume ResumeEntry field. Shipped in langstage-cli 0.5.17\n(--agui full display->decide->resume loop). The mechanism is generic and unblocks\nthe web + vscode HITL surfaces. Migration progress: cli done; jupyter next.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(adr): mark ADR 0002 gate (2) resolved — interrupt resume shipped…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T13:58:06Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e8a782545bb4ce45174cc490950ceec66633cfee",
          "body": "…o host layer (#49)\n\n* docs(adr): 0002 — execute the event-layer retirement; scope core to host layer (Proposed)\n\nFollow-on to ADR 0001, which adopted AG-UI for the wire and staged the\nevent-layer retirement \"for later.\" The preconditions 0001 named are now met\n(AG-UI bridge shipped, all six surface\n[…]\ned.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ADR 0002 (Proposed): execute the event-layer retirement; scope core t…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-07-01T06:57:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b174b42e7ab0b2cc77fc893ef5ca1f16772f3055",
          "body": "The README's FastAPI WebSocket section says to install\n`pip install 'langgraph-stream-parser[fastapi]' uvicorn` and run\n`uvicorn examples.fastapi_websocket:app`. Run verbatim on a clean install it\ncrashed immediately with ModuleNotFoundError — first on `dotenv`\n(fastapi_websocket.py), then on `deepa\n[…]\ns only — no package src change, so no new release needed.\n\nFixes #47.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make the FastAPI example run on the documented install (#47) (#48)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-30T18:36:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8444fc4da35ae3eb5b9804797705f7e18bd087f6",
          "body": "`stream_mode=\"auto\"` is advertised, but it's a parser-side concept: LangGraph's\ngraph.stream()/astream() don't understand it and yield zero chunks. BaseAdapter\nand FastAPIAdapter forwarded stream_mode verbatim to the graph, so calling an\nadapter with the advertised stream_mode=\"auto\" rendered a sile\n[…]\nnc (BaseAdapter)\nand async (FastAPIAdapter) stream calls.\n\nFixes #45.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Don't forward parser-only stream modes to graph.stream() (#45) (#46)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-29T10:39:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c2658f7cf906c55d9c21271e57ccc2d1367cf2c8",
          "body": "A real graph.stream(stream_mode=\"values\") was silently dropped: the parser\nrejected the constructor arg, and feeding a values stream (full-state dicts)\nfell through to the updates handler, which saw no node-keyed update and yielded\na lone CompleteEvent — an empty turn. ValuesEvent was also unreachab\n[…]\nng tests that used \"values\" as their invalid-mode example\n\nFixes #43.\n\n\nClaude-Session: https://claude.ai/code/session_012Rojryf2SHxCM87NgsDSi2\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Support stream_mode=\"values\" (emit ValuesEvent + content) (#43) (#44)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-28T18:13:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "89e04d04268117e367c0b5a94170f0cab9fb14b5",
          "body": "Auto-detect only recognized multi-mode (mode, data) tuples and v2 parts; a\nmessages-mode stream's first chunk is (message, metadata), which fell through to\n\"updates\" and matched none of its chunks -- rendering an empty turn with no\nerror, while explicit stream_mode=\"messages\" rendered fine. _peek_an\n[…]\n explicit messages mode on the stub; detector\nunit-tested against messages / multi-mode / subgraph / plain-dict chunks.\n\nFixes #41\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: stream_mode=auto detects a pure messages-mode stream (0.6.13) (#42)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-27T15:47:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f2320fac7584a7f78d8de8f376da42c7803b1570",
          "body": "…12) (#40)\n\nThe AG-UI server consumes only agent_spec/host/port, but --show-config printed\nall six inherited HostConfig rows (workspace_root/debug/title too) with\nconfident env-var sources -- the same advertised-vs-honored inconsistency\n0.6.11's describe(omit_keys=...) fixed for the stdio sidecar an\n[…]\nit_keys=[workspace_root, debug, title].\n\nTest: agui --show-config shows agent_spec/host/port, not the three inert rows.\n\nFixes #39\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: langstage-agui --show-config omits keys the server ignores (0.6.…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-26T14:15:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3e8395867c35fec4d7f4775c8f168c3958bc80fb",
          "body": "…ges (0.6.11) (#38)\n\n- CLIAdapter crashed with UnicodeEncodeError on a default Windows (cp1252)\n  console: it prints the message bullet, braille spinner, box-drawing, and\n  check/cross/warn glyphs without reconfiguring stdio, so the first styled line\n  raised before any output. run() now reconfigure\n[…]\n, and renders the echoed reply; describe(omit_keys) hides the\nnamed rows and their env vars while keeping honored keys.\n\nFixes #37\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: CLIAdapter cp1252-safe (#37) + describe(omit_keys) for stdio sta…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-25T12:54:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "096558bfb2333856eed252ef27c5c28a74e5fd83",
          "body": "… (0.6.10) (#36)\n\nTwo LOW dogfood-routine findings, both in the shared core:\n\n1. create_stub_agent()'s ImportError over-claimed \"every deep-agent surface\n   already installs them\" -- false for a base langstage-vscode install -- and\n   never named the fix. It now points at the lightweight\n   `pip ins\n[…]\n every legacy-env deprecation signal.\n\nTest: SUPPRESS=1 now asserted to silence both the stderr notice and the\nDeprecationWarning.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: honest stub missing-deps error + full SUPPRESS for legacy notice…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-23T11:15:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4d45a9f351c8bc887899d4820d0e652343339459",
          "body": "…) (#35)\n\nThe resolver emits a DeprecationWarning when a legacy DEEPAGENT_* env var is\nused, but Python's default warning filter swallows it -- so a real person\nrunning any LangStage CLI never saw the nudge (an \"advertised != honored\" gap\nthe dogfood routine flagged). _warn_legacy_env now also print\n[…]\nUPPRESS_LEGACY_NOTICE=1.\n\nTests: notice prints to stderr (and is cp1252-encodable); silent under pytest;\nsilenced by the env flag.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: make legacy DEEPAGENT_* deprecation visible to CLI users (0.6.9…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-22T15:48:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cec6771abefed05604bae5f3d341e8f6edc4e2b5",
          "body": "…6.8) (#34)\n\nTwo dogfood-routine findings, both highest-leverage because they ship from\nthe shared core and fix every surface at once:\n\n1. create_stub_agent() compiled the echo demo with a default MemorySaver, so\n   streaming it the documented config-free way (no thread_id) raised a\n   checkpointer \n[…]\n; multi-turn\npersistence test now passes an explicit checkpointer; BOM'd langstage.toml\nresolves; host --help is cp1252-encodable.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: keyless Quick Start no longer silently blank + BOM-safe TOML (0.…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-22T14:46:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b32342a985756d6cda363e3f9dda1ee4a9b0c9dc",
          "body": "…(0.6.7) (#33)\n\nMinor/nit/enhancement fixes from the dogfood re-run:\n\n- tool_end reported name=\"unknown\" when a ToolMessage lacked a name; backfill it\n  from the correlated start event (found via langstage-vscode).\n- `langstage-agui --demo` without [agui] printed a \"Serving ... at <url>\" banner\n  TH\n[…]\nt no longer pulls the full [demo]/deepagents stack (~50 pkgs); README + docstring\n  point the keyless path at [stub].\n\n624 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: tool_end name, agui --demo preflight, host --help, [stub] extra …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-21T21:10:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ebdad6f494accd479c3d66c9807d7d58ccc7684c",
          "body": "LangGraph's add_messages reducer officially accepts dict messages\n({\"role\":\"assistant\",\"content\":...} or {\"type\":\"ai\",...}), but the updates handler\ndispatched on the message's class name (\"dict\"), which matched no branch — so a\nCompiledGraph whose node returns a dict message produced NO ContentEven\n[…]\nagents in cli / web / vscode. Tests added (role + type\nforms, single + dual mode, tool-call dict, object passthrough). 619 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: render dict-form messages in the updates handler (0.6.6) (#32)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-21T19:52:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4d93c4a68f918eefe78321df11b5724e95650b56",
          "body": "…accuracy (0.6.5) (#31)\n\nCluster 3 (agui) + core README doc-gaps from the dogfood run:\n\n- langstage-agui --show-config printed HostConfig's localhost:8050 while the\n  server actually bound argparse's 127.0.0.1:8000 — advertised config disagreed\n  with the bind. host/port now come from the resolved H\n[…]\ngent() for a keyless graph).\n\nTests: agui CLI --version + --show-config override consistency (no [agui] extra\nneeded). 614 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: agui --show-config matches the real bind; add --version; README …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-20T19:09:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d02c0aae2fded8f813bfcec001a7ad639337c30e",
          "body": "In stream_mode=[\"updates\",\"messages\"], the updates handler hard-suppressed all\ncontent, so a CompiledGraph whose node returns a finished AIMessage (rule-based /\nrouter / retrieval agents, or any LLM call outside a token-streaming node)\nproduced NO ContentEvent — chat surfaces showed a blank reply, c\n[…]\ngents. Found by the comprehensive dogfood workflow.\n\nShips alongside the already-merged __version__-from-metadata change as 0.6.4.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: dual-mode content fallback for non-streaming nodes (0.6.4) (#30)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-20T18:15:58Z",
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          "is_coding_agent": true
        },
        {
          "oid": "99ba443671ac69281b09d6d408c1f697817a8cdf",
          "body": "Replace the hard-coded `__version__ = \"0.6.3\"` with a lookup of the installed\ndistribution metadata (importlib.metadata.version), matching the pattern already\nused by langstage (web) and langstage-hermes. Value is unchanged; this just\nmakes it impossible for the constant to drift out of sync with py\n[…]\neventive — surfaced by the daily dogfooding routine (langstage-vscode#9),\nwhich found stale-__version__ drift in sibling packages.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: derive __version__ from installed metadata (no drift) (#29)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-19T13:18:21Z",
          "body_truncated": true,
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        },
        {
          "oid": "fbb7fe840c56734b880b2a7c4a5cb3c9773549e0",
          "body": "OpenAI-compatible providers (incl. OpenRouter) require the message `name` field\nto match ^[^\\s<|\\/>]+$. The agent's display name flows into that field, so a\nname with a space 400s on the second turn (cryptic \"messages[N].name: string\ndoes not match pattern\"). create_default_agent now slugifies unsaf\n[…]\n23 (its shipped\ndefault \"Default Agent\" tripped this against OpenRouter).\n\nTests: tests/test_agent_name.py. Full suite 606 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: slugify agent name for the LLM message `name` field (0.6.3) (#28)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-18T13:34:37Z",
          "body_truncated": true,
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        },
        {
          "oid": "9b2da6acf51e2ce950566aaca3df36de682224f2",
          "body": "…6.2) (#27)\n\ntasks/tools.py imports langchain_core.tools at module top level (reached by\n`import langgraph_stream_parser`), but dependencies were []. A bare\n`pip install langgraph-stream-parser` failed with ModuleNotFoundError:\nlangchain_core. Now declared. langgraph stays optional (its imports are \n[…]\nd: minimal-install CI job (pip install ., no extras, import smoke).\nFound by rolling the langstage 0.11.1 guard across the family.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: declare langchain-core dependency + minimal-install CI guard (0.…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-16T03:57:39Z",
          "body_truncated": true,
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        },
        {
          "oid": "5ca44da12ebcc273bf27fe5d7cf9cc8a1cd7c301",
          "body": "…n (0.6.1) (#26)\n\nDocstring-only: nudges models to prefer async delegation for long/parallel/\nbackground work over inline execution or a blocking sub-agent. No behavior change.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(tasks): sharpen start_async_task description to favor delegatio…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-15T13:15:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7912434dec24ad5245192c9e4c0950bde6328cea",
          "body": "…followup (0.6.0) (#25)\n\n- TaskRunner streams each run's events to the store as they arrive (new\n  TaskStore.append_events / get_events; InMemoryTaskStore implements both).\n  Enables a per-task detail/replay view + live-tailing.\n- TASK_TOOLS: five agent-facing delegation tools (start/check/list/upda\n[…]\ncancel/shutdown semantics (regression-tested).\nTests: +7 (transcript, followup, the five tools, parent linkage). Suite 597 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tasks): interactive tasks — event transcript, delegation tools, …",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T23:37:38Z",
          "body_truncated": true,
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        },
        {
          "oid": "ba61c089b32ab9b06d11758821fec15cfae7732a",
          "body": "…#24)\n\nAdd langgraph_stream_parser.tasks — the reusable, single-process core\nbehind a \"delegate a task, run it in the background, track it on a board\"\nsurface:\n\n- TaskRunner: asyncio worker pool (generalized from CronScheduler) that\n  drives the shared SessionAdapter; non-blocking enqueue, cancel, r\n[…]\ner no-double-execution, worker resilience, dual-mode result).\nFull suite 590 passed.\n\nAlso fix stale __version__ (0.2.1 -> 0.5.0).\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tasks): async task-delegation engine + Session.outcome (0.5.0) (…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T22:01:10Z",
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        },
        {
          "oid": "7e4f2a1081ea5adf04f0d6bb7b2f8f4a51eb8adc",
          "body": "Co-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Python 3.14 to CI matrix + classifiers (#23)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T14:16:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5bed2d47dd40f6d618db8dc76ab18e37ded6aa63",
          "body": "…e-case matrix (#22)\n\nAn edge-case audit against purpose-built tool-calling/interrupting/erroring/\ncheckpointer-less agents found three real issues, now fixed + tested:\n- graphs without a checkpointer no longer hard-crash (auto-attach InMemorySaver;\n  AG-UI's aget_state requires one)\n- agent excepti\n[…]\nom __future__ import annotations` in the agui module so FastAPI\nresolves RunAgentInput as the request body. 6 new matrix tests; suite 568 green.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AG-UI bridge robustness (v0.4.1): auto-checkpointer + RUN_ERROR + edg…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T03:09:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "03fd628a02d4ff3aeafb96b3fccf6a82144cf6d5",
          "body": "* feat: AG-UI bridge — serve any LangGraph agent over the AG-UI protocol (v0.4.0)\n\nAdopt the official MIT ag-ui-langgraph adapter for the wire (ADR 0001). New\nlanggraph_stream_parser.agui module (build_agent/add_agui_endpoint/build_app/\nserve) + langstage-agui console script serve any agent spec ove\n[…]\nalign the core. Drop 3.10 from CI matrix +\nclassifiers, bump requires-python.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "AG-UI bridge: serve any LangGraph agent over AG-UI (v0.4.0) (#21)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-14T02:32:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9cf0fc76e437f07ed6595a2960af806abd06b2d3",
          "body": "Co-authored-by: Kedar Dabhadkar <kdabhadk@gmail.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: link the LangStage documentation site in the README (#20)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-13T21:42:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "119ca383e8f3e2e4b3f23be6f81a5ebe2652cd5d",
          "body": "…iased (v0.3.0) (#19)\n\n* LangStage vocabulary: LANGSTAGE_* / langstage.toml canonical, legacy aliased\n\nThe host family is renamed to LangStage; this package keeps its name as the\nshared core. HostConfig resolves LANGSTAGE_* env vars, project langstage.toml,\nand ~/.langstage/config.toml as canonical,\n[…]\nmes. v0.3.0.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n* Untrack REVAMP_PLAN.md (local scratch, swept in accidentally)\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "LangStage vocabulary: LANGSTAGE_*/langstage.toml canonical, legacy al…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-12T05:17:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "88e04c74b8f06005ee7711e5d52c0c8419349905",
          "body": "Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update changelog for v0.2.0 (#13)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-10T14:33:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0ffa264358000a0653022dfc20145f162d97108a",
          "body": "A deterministic echo agent (real compiled LangGraph graph + MemorySaver,\ntoken-by-token streaming through the parser) that needs no API key. Loadable\nvia the standard spec string langgraph_stream_parser.demo.stub:graph or\ncreate_stub_agent(). langgraph/langchain-core import lazily so the base\ninstal\n[…]\ntays dependency-free.\n\nAlso adds the one-agent-every-surface family section to the README and\nbumps to 0.2.2 so surfaces can depend on the stub.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add keyless stub agent: the shared engine behind every --demo mode (#18)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-10T13:42:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5fd92d85e59007904e2cd03aaa4cf6dca169a38e",
          "body": "v0.2.1 packages the GenericToolExtractor + default_extractor work\nfrom PR #16 (4 unmerged-to-release commits behind main since v0.2.0).\nAlso adds .github/workflows/release.yml so future releases are\ntag-driven (mirror of deepagent-hermes's release.yml — push a `v*`\ntag and the workflow builds + publ\n[…]\n_TOKEN secret is set on the repo (carried over from the\ndeepagent-hermes account) so the Release workflow can publish on tag\npush.\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Release workflow + bump to v0.2.1 (#17)",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-08T15:06:23Z",
          "body_truncated": true,
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        },
        {
          "oid": "2d3c6a8baee2eb06c94ecb32747c4bccd0c31b87",
          "body": "…#16)\n\nPer-tool extractors handle the tools the parser ships built-ins for\n(think_tool, write_todos, skill_manage, ...) and any tool the host\nregisters explicitly. Everything else only emits ToolCallStart/End\nlifecycle events, never a ToolExtractedEvent — so a host that\nswitches on ToolExtractedEven\n[…]\n be registered\n    alongside the default, specific extractor wins over default.\n\nFull suite: 544 passed, 1 skipped, 0 regressions.\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "GenericToolExtractor + default_extractor fallback for unknown tools (…",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-08T12:32:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8477d5882e41c1357b7ad37d4f66c924fcce4f07",
          "body": "Add opt-in real-model test through the parser",
          "is_bot": false,
          "headline": "Merge pull request #15 from dkedar7/test/real-model",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-03T15:38:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf5159f9838578a08a4bad60f7972c913a2ebf9c",
          "body": "Every other test feeds the parser synthetic events; this runs a live\nmodel (OpenRouter / gpt-4o-mini) through a real LangGraph agent and\nasserts the parser emits streamed content, a real tool call, and\ncompletion — the wire events downstreams render.\n\nOpt-in: skips unless OPENROUTER_API_KEY is set and langchain-openai (the\nnew `real` extra) is installed, so default CI stays free/deterministic.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add opt-in real-model test through the parser",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-03T15:37:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c0762ead4bb8efdad016251bc275424a570d662a",
          "body": "Add CI (test suite on push/PR)",
          "is_bot": false,
          "headline": "Merge pull request #14 from dkedar7/ci/add-workflow",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-03T12:56:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93d7114b083c126854467f00ce206b70c80a8f60",
          "body": "The shared runtime had 530 passing tests but no CI — a break here\ncascades to every downstream (cowork-dash, deepagent-lab,\ndeepagent-hermes). Run the suite on a Python 3.10–3.13 matrix (plus one\nWindows job). The existing test_wire_contract.py + adapter/host tests\nact as the contract net for downst\n[…]\nkage re-exports its public API in\n__init__, which ruff flags as F401 — that needs a careful pass, not a\nblind --fix, so it's out of scope here.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add CI: run the test suite on push/PR to main",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-03T12:52:21Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f6b2f61edc4a64882564bb44b4accb18cc6e79fc",
          "body": "Add four built-in extractors for agentskills.io / Hermes pattern",
          "is_bot": false,
          "headline": "Merge pull request #12 from dkedar7/feat/hermes-extractors",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-02T11:39:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79618631a7609e2deb3fc32dc49c67df002a7c0a",
          "body": "Config: layered HostConfig resolution (TOML + env + overrides) + introspection",
          "is_bot": false,
          "headline": "Merge pull request #11 from dkedar7/feat/config-resolution",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-02T11:39:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f4bee5f3237fdfb2ec7dbdfec629028b774836f",
          "body": "Shared runtime: host conventions, SessionAdapter, demo agent (v0.2.0)",
          "is_bot": false,
          "headline": "Merge pull request #10 from dkedar7/feat/runtime-host-layer",
          "author_name": "Kedar Dabhadkar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-02T11:39:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc15a6669b2f4066025336aa5eeab3fb7729141b",
          "body": "Surfaces inline events for the agent-skills standard and the common\nfrozen-snapshot memory / compression patterns that the deepagent-*\nhost family is converging on. With these wired into the parser's\nbuilt-in set, every host gets the events for free through\n`compat.stream_graph_updates` without per-\n[…]\nntent\nrather than raising.\n\n25 new tests; 416 pass total (existing 391 + 25 new).\nNo changes to existing extractors or public API.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add four built-in extractors for the agentskills.io / Hermes pattern",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-06-02T11:09:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "080c8b9cab4124462c8bddf3f187d3a4d990cabb",
          "body": "HostConfig now resolves through one shared chain — defaults < deepagents.toml\n< DEEPAGENT_* env vars < explicit overrides — with per-field source tracking.\n\n- load_toml_config(): global ~/.deepagents/config.toml (+ DEEPAGENTS_CONFIG_HOME\n  override) and the nearest project deepagents.toml, deep-merg\n[…]\nEPAGENT_AGENT_SPEC\n  (canonical: DEEPAGENT_AGENT_SPEC).\n- from_env() retained (delegates to resolve(use_toml=False)).\n\n10 new tests; 504 total.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add layered config resolution + introspection to HostConfig",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-05-30T22:12:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "68a24f8ae3415bea85b66b422f7b5e99ed9f0158",
          "body": "Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add SVG header banner to README",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-05-30T21:20:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f91c27113279e466a88824ebdfda1e53d78dba6a",
          "body": "Extract the agent-hosting plumbing the deep-agent surfaces all duplicated\ninto a shared runtime layer:\n- host/: load_agent_spec, HostConfig, Workspace\n- adapters/session.py: SessionAdapter (session-scoped queue, cancel,\n  side-channel push_event, persistent SSE) for web hosts\n- demo/: create_default\n[…]\ntodo_list/reflection content.\n\n54 new tests (host, session adapter, demo, wire-contract golden file) plus\n2 compat regression tests; 494 total.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add host conventions, SessionAdapter, and demo agent factory (v0.2.0)",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-05-30T18:19:28Z",
          "body_truncated": true,
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        },
        {
          "oid": "e4604a42302f62981eb1eeb3e46793a23c2e152b",
          "body": "Compatibility refresh for langgraph 1.2, langchain-core 1.4, and\ndeepagents 0.6. CHANGELOG covers new UsageEvent cache fields,\nis_subagent flag, edited_action / respond decision shapes, and the\nexpanded non-text block filter. README documents the new decision\nverbs and the is_subagent matching pattern. Dev deps bumped to\nlanggraph>=1.1.0 and langchain-core>=1.4.0.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.9",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-05-20T13:58:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0d5971023927565674abebd8f669f40e7ddc921c",
          "body": "Covers the new langchain-core 1.4 / deepagents 0.6 surfaces wired in\nthe previous commit:\n- UsageEvent extracts cache_read / cache_creation from\n  usage_metadata.input_token_details.\n- server_tool_call / server_tool_result blocks are dropped from\n  ContentEvent text.\n- ls_agent_type=\"subagent\" metadata surfaces as is_subagent on both\n  ContentEvent and ReasoningEvent.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add compat tests for cache tokens, server-tool blocks, is_subagent",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-05-20T13:57:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e9ef5e96ca2b54263d2d3b6e31e3ce257135555f",
          "body": "- Add UsageEvent.cache_read_tokens and cache_creation_tokens, populated\n  from usage_metadata.input_token_details.\n- Add ContentEvent.is_subagent and ReasoningEvent.is_subagent, set when\n  stream metadata carries ls_agent_type=\"subagent\" (deepagents >= 0.6).\n- InterruptEvent.build_decisions now emit\n[…]\nudio,\n  video, file), in addition to reasoning/thinking. Prevents stringified\n  tool dicts from leaking into ContentEvent.content.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refresh event types for langchain-core 1.4 and deepagents 0.6",
          "author_name": "Kedar",
          "author_login": "dkedar7",
          "committed_at": "2026-05-20T13:57:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "09e215fc86f7917ded22033bc9e80100bd06eda3",
          "body": null,
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                "key": "openssf_scorecard_maintained",
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                "key": "ships_releases",
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                "key": "openssf_scorecard_signed_releases",
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            "components": [
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                "key": "stars",
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              {
                "key": "forks",
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              {
                "key": "watchers",
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          },
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            "key": "community_health",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_contributing": false,
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            "components": [
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                "key": "readme",
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                "points": 22.5,
                "status": "met",
                "details": [
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                  {
                    "code": "license_spdx",
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              {
                "key": "issue_template",
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                "points": 0,
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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            "components": [
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
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                "detail": "1 contributors",
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                    "code": "contributors_sampled",
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                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 78,
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              "closed_issues": 25,
              "issue_closed_ratio": 0.893,
              "closed_unmerged_prs": 0
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
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                "points": 41.7,
                "status": "partial",
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                  {
                    "code": "issues_closed_share",
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                      "share": 89
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                  }
                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "78/78 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 78,
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 0,
                "status": "missed",
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            ]
          },
          {
            "key": "stewardship",
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            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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              {
                "code": "weights_renormalized",
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            ],
            "value": 59,
            "inputs": {
              "followers": 50,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "dkedar7",
              "public_repos": 76,
              "account_age_days": 3761
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
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                "status": "excluded",
                "details": [
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                    "code": "not_applicable_to_user_accounts",
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "50 followers of dkedar7",
                "points": 12.3,
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                "details": [
                  {
                    "code": "owner_followers",
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                      "login": "dkedar7"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "detail": "76 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "public_repos",
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                      "count": 76
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "pypi",
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            },
            "components": [
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                "key": "published_resolvable",
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                "max_points": 25
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                "key": "publish_recency",
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                "max_points": 35
              },
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                "key": "version_history",
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                "points": 20,
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                ],
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                "key": "not_deprecated",
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                "details": [
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "metrics": [
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            "inputs": {
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            "components": [
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                "key": "ci_workflows",
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                "max_points": 24
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          },
          {
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            "inputs": {
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            ]
          }
        ],
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                "code": "weights_renormalized",
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            "value": 37,
            "inputs": {
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                "key": "cii_best_practices",
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                "key": "code_review",
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                "key": "contributors",
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              },
              {
                "key": "dependency_update_tool",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              },
              {
                "key": "license",
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                "detail": "license file detected",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 28 issue activity found in the last 90 days -- score normalized to 10",
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                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
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                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "16 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 43,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.8,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "80 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 80,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 42,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.73,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "73 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 73,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 35902,
              "source_files_sampled": 45,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/45 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 45,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:langstage-core@1.0.23; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T06:11:38.895082Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dkedar7/langstage-core.svg",
  "full_name": "dkedar7/langstage-core",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.