公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 02:54 UTC

getkimchi / kimchi

Terminal coding agent powered by Kimchi's multi-model orchestration

TypeScriptApache-2.0★ 2,149 星标⑂ 122 复刻始于 2026年4月在 GitHub 上查看 ↗

getkimchi/kimchi 的健康指数为 100 分中的 74 分,处于「良好」区间。 其得分最高的类别是Community & Adoption(82/100),最低的是Security(50/100)。 最近一次更新在今天。 近期的大部分工作由 5 位贡献者完成。

74
总分 / 100
良好

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。

74
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

Kimchi组织
36 关注者2 个公开仓库始于 2026年5月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

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?

81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
11.1/36提交节奏 — 52 周中有 16 周有提交
18/18提交量 — 最近一年 693 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year693
human_commit_share1
days_since_last_push0
active_weeks_last_year16

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 2 天前
27/27发布节奏 — 约每 1.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagcanary
releases_from_tags
days_since_latest_release2
mean_days_between_releases1.1

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?

82良好 · 占总体的 18%
评分方式
54/60星标 — 2,149 个星标
17.4/25复刻 — 122 个复刻
2.7/15关注者 — 4 位关注者
所用输入
forks122
stars2,149
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 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?

70良好 · 占总体的 24%
评分方式
45.9/54巴士系数 — 5 位贡献者贡献了半数提交
18.9/22.5提交分布 — 头号贡献者编写了 16% 的提交
13.5/13.5贡献者广度 — 49 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 6 contributing companies or organizations
所用输入
bus_factor5
contributors_sampled49
top_contributor_share0.162
评分方式
25.3/46.8议题解决 — 54% 的议题已关闭
32.7/38.3PR 接受 — 已裁定的 PR 中 688/804 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs688
open_issues39
closed_issues46
issue_closed_ratio0.541
closed_unmerged_prs116
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
11.3/25所有者影响力 — getkimchi 有 36 位关注者
3.8/25既往记录 — 2 个公开仓库,账户约 0 年
所用输入
followers36
owner_typeOrganization
is_verified
owner_logingetkimchi
public_repos2
account_age_days65

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

82良好
评分方式
24/24CI 工作流 — 11 个工作流
24/24存在测试
16/16Linter 配置 — biome.json
0/9.6Pre-commit 钩子
0/6.4.editorconfig
18/20OpenSSF Scorecard:CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

80良好
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://kimchi.dev
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepagehttps://kimchi.dev
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?

50中等 · 占总体的 16%

安全态势

48存在风险
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 6 contributing companies or organizations
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 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
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
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 77 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.8
已排除计分(无数据或不适用):packaging。 其余权重已重新归一化。
评分方式
3.9/35直接依赖不含已知公告 — 6 个受影响:shell-quote 1.8.3 (critical 9.8), shell-quote 1.8.4 (high 7.5), tar 7.5.14 (high 7.5),另有 3 个
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
40/40没有长期未处理的公告 — 没有公告公开超过 90 天
所用输入
sourceosv
advisories157
affected_packages34
assessed_packages819
unassessed_packages1
affected_by_severitycritical 3, high 25, moderate 4, low 2
direct_affected_packages6
已排除计分(无数据或不适用):间接依赖不含已知公告。 其余权重已重新归一化。 已将 819 个已解析依赖与 OSV 比对。 有 1 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

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。

74良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, docs/agents.md
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 100 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_share1
agent_instruction_filesAGENTS.md, docs/agents.md
agent_instruction_max_bytes12,367
评分方式
18/18一条命令的引导启动 — tools/proxy-helper/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — biome.json
11/11静态类型检查 — tsconfig.json
10/10可复现环境 — lockfile
4/10已体现的代理实践 — 最近 100 次提交中有 2 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
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfile
typed_language
bootstrap_filestools/proxy-helper/Makefile
has_devcontainer
has_linter_config
typecheck_configstsconfig.json
agent_commit_share0.02
toolchain_manifestsbenchmark/manual/seeds/explore-refactor/go.mod, tools/proxy-helper/go.mod
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — TypeScript(静态类型)
54.6/55可控的文件大小 — 采样的 1,102 个源文件中有 9 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes360,435
source_files_sampled1,102
oversized_source_files9
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_files

关键数据

2,149GitHub 星标
49贡献者
693最近 12 个月提交数
0距最近推送天数
100发布版本数
5巴士系数(bus factor)
39开放议题
npm软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package '@kimchi-dev/cli' from its registry
  • Could not fetch go package 'github.com/castai/kimchi/tools/proxy-helper' from its registry

更多细节

Star 与 Fork 历史 0 ★ / 122 ⇿
0Star
122Fork
99发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

0255075100125122122026-052026-062026-07
主版本 0次版本 1修订 96
OpenSSF Scorecard 4.8 / 10
4.8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 · 2026-07-27 02:54 UTC

9Binary-Artifactsbinaries present in source code
6Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities77 existing vulnerabilities detected
直接依赖 27
注册表软件包版本约束清单文件
npm@agentclientprotocol/sdk0.19.2package.json
npm@bulkhead-ai/core^0.7.0package.json
npm@clack/prompts^1.3.0package.json
npm@earendil-works/pi-coding-agent0.79.10package.json
npm@earendil-works/pi-tui0.79.10package.json
npm@modelcontextprotocol/ext-apps^1.7.1package.json
npm@modelcontextprotocol/sdk^1.29.0package.json
npm@shikijs/cli^4.0.2package.json
npm@types/diff^8.0.0package.json
npm@types/proper-lockfile^4.1.4package.json
npm@types/ssh2^1.15.5package.json
npm@xterm/headless^6.0.0package.json
npmdiff^9.0.0package.json
npmmicromatch^4.0.8package.json
npmopen^10.2.0package.json
npmproper-lockfile^4.1.2package.json
npmshell-quote1.8.4package.json
npmshiki^4.0.2package.json
npmssh2^1.17.0package.json
npmtar^7.5.15package.json
npmundici^8.2.0package.json
npmuuid^14.0.0package.json
npmwcwidth^1.0.1package.json
npmyaml^2.8.4package.json
npmzod^4.4.3package.json
Gogithub.com/coder/websocketv1.8.14tools/proxy-helper/go.mod
Gogithub.com/spf13/cobrav1.10.2tools/proxy-helper/go.mod
全部依赖 820

来自 GitHub 依赖图的完整解析依赖集合:33 个直接依赖与 787 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
Gogithub.com/coder/websocketv1.8.14直接
Gogithub.com/spf13/cobrav1.10.2直接
npm@agentclientprotocol/sdk0.19.2直接
npm@bulkhead-ai/core0.7.0直接
npm@clack/prompts1.3.0直接
npm@earendil-works/pi-coding-agent0.79.10直接
npm@earendil-works/pi-tui0.79.10直接
npm@modelcontextprotocol/ext-apps1.7.1直接
npm@modelcontextprotocol/sdk1.29.0直接
npm@shikijs/cli4.0.2直接
npm@types/diff8.0.0直接
npm@types/proper-lockfile4.1.4直接
npm@types/ssh21.15.5直接
npm@xterm/headless6.0.0直接
npmdiff8.0.4直接
npmdiff9.0.0直接
npmmicromatch4.0.8直接
npmopen10.2.0直接
npmproper-lockfile4.1.2直接
npmshell-quote1.8.3直接
npmshell-quote1.8.4直接
npmshiki4.0.2直接
npmssh21.17.0直接
npmtar7.5.14直接
npmtar7.5.15直接
npmundici7.25.0直接
npmundici8.2.0直接
npmundici8.5.0直接
npmuuid14.0.0直接
npmwcwidth1.0.1直接
npmyaml2.8.4直接
npmyaml2.9.0直接
npmzod4.4.3直接
Gogithub.com/inconshreveable/mousetrapv1.1.0间接
Gogithub.com/spf13/pflagv1.0.9间接
npm@anthropic-ai/sdk0.91.1间接
npm@aws-crypto/crc325.2.0间接
npm@aws-crypto/sha256-browser5.2.0间接
npm@aws-crypto/sha256-js5.2.0间接
npm@aws-crypto/supports-web-crypto5.2.0间接
npm@aws-crypto/util5.2.0间接
npm@aws-sdk/client-bedrock-runtime3.1044.0间接
npm@aws-sdk/client-bedrock-runtime3.1048.0间接
npm@aws-sdk/core3.974.11间接
npm@aws-sdk/core3.974.8间接
npm@aws-sdk/credential-provider-env3.972.34间接
npm@aws-sdk/credential-provider-env3.972.37间接
npm@aws-sdk/credential-provider-http3.972.36间接
npm@aws-sdk/credential-provider-http3.972.39间接
npm@aws-sdk/credential-provider-ini3.972.38间接
npm@aws-sdk/credential-provider-ini3.972.41间接
npm@aws-sdk/credential-provider-login3.972.38间接
npm@aws-sdk/credential-provider-login3.972.41间接
npm@aws-sdk/credential-provider-node3.972.39间接
npm@aws-sdk/credential-provider-node3.972.42间接
npm@aws-sdk/credential-provider-process3.972.34间接
npm@aws-sdk/credential-provider-process3.972.37间接
npm@aws-sdk/credential-provider-sso3.972.38间接
npm@aws-sdk/credential-provider-sso3.972.41间接
npm@aws-sdk/credential-provider-web-identity3.972.38间接
npm@aws-sdk/credential-provider-web-identity3.972.41间接
npm@aws-sdk/eventstream-handler-node3.972.14间接
npm@aws-sdk/eventstream-handler-node3.972.16间接
npm@aws-sdk/middleware-eventstream3.972.10间接
npm@aws-sdk/middleware-eventstream3.972.12间接
npm@aws-sdk/middleware-host-header3.972.10间接
npm@aws-sdk/middleware-logger3.972.10间接
npm@aws-sdk/middleware-recursion-detection3.972.11间接
npm@aws-sdk/middleware-sdk-s33.972.37间接
npm@aws-sdk/middleware-user-agent3.972.38间接
npm@aws-sdk/middleware-websocket3.972.16间接
npm@aws-sdk/middleware-websocket3.972.19间接
npm@aws-sdk/nested-clients3.997.6间接
npm@aws-sdk/nested-clients3.997.9间接
npm@aws-sdk/region-config-resolver3.972.13间接
npm@aws-sdk/signature-v4-multi-region3.996.25间接
npm@aws-sdk/signature-v4-multi-region3.996.27间接
npm@aws-sdk/token-providers3.1041.0间接
npm@aws-sdk/token-providers3.1044.0间接
npm@aws-sdk/token-providers3.1048.0间接
npm@aws-sdk/types3.973.8间接
npm@aws-sdk/util-arn-parser3.972.3间接
npm@aws-sdk/util-endpoints3.996.8间接
npm@aws-sdk/util-format-url3.972.10间接
npm@aws-sdk/util-locate-window3.965.5间接
npm@aws-sdk/util-user-agent-browser3.972.10间接
npm@aws-sdk/util-user-agent-node3.973.24间接
npm@aws-sdk/xml-builder3.972.22间接
npm@aws-sdk/xml-builder3.972.24间接
npm@aws/lambda-invoke-store0.2.4间接
npm@babel/code-frame7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/runtime7.29.2间接
npm@biomejs/biome1.9.4间接
npm@biomejs/biome2.5.3间接
npm@biomejs/cli-darwin-arm641.9.4间接
npm@biomejs/cli-darwin-arm642.5.3间接
npm@biomejs/cli-darwin-x641.9.4间接
npm@biomejs/cli-darwin-x642.5.3间接
npm@biomejs/cli-linux-arm641.9.4间接
npm@biomejs/cli-linux-arm642.5.3间接
npm@biomejs/cli-linux-arm64-musl1.9.4间接
npm@biomejs/cli-linux-arm64-musl2.5.3间接
npm@biomejs/cli-linux-x641.9.4间接
npm@biomejs/cli-linux-x642.5.3间接
npm@biomejs/cli-linux-x64-musl1.9.4间接
npm@biomejs/cli-linux-x64-musl2.5.3间接
npm@biomejs/cli-win32-arm641.9.4间接
npm@biomejs/cli-win32-arm642.5.3间接
npm@biomejs/cli-win32-x641.9.4间接
npm@biomejs/cli-win32-x642.5.3间接
npm@borewit/text-codec0.2.2间接
npm@clack/core1.3.0间接
npm@earendil-works/pi-agent-core0.79.10间接
npm@earendil-works/pi-ai0.79.10间接
npm@esbuild/aix-ppc640.27.7间接
npm@esbuild/android-arm0.27.7间接
npm@esbuild/android-arm640.27.7间接
npm@esbuild/android-x640.27.7间接
npm@esbuild/darwin-arm640.27.7间接
npm@esbuild/darwin-x640.27.7间接
npm@esbuild/freebsd-arm640.27.7间接
npm@esbuild/freebsd-x640.27.7间接
npm@esbuild/linux-arm0.27.7间接
npm@esbuild/linux-arm640.27.7间接
npm@esbuild/linux-ia320.27.7间接
npm@esbuild/linux-loong640.27.7间接
npm@esbuild/linux-mips64el0.27.7间接
npm@esbuild/linux-ppc640.27.7间接
npm@esbuild/linux-riscv640.27.7间接
npm@esbuild/linux-s390x0.27.7间接
npm@esbuild/linux-x640.27.7间接
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npmsmart-buffer4.2.0间接
npmsocks2.8.8间接
npmsocks-proxy-agent8.0.5间接
npmsource-map0.6.1间接
npmsource-map-js1.2.1间接
npmspace-separated-tokens2.0.2间接
npmstack-utils2.0.6间接
npmstackback0.0.2间接
npmstatuses2.0.2间接
npmstd-env3.10.0间接
npmstring-similarity4.0.4间接
npmstring-width4.2.3间接
npmstring-width5.1.2间接
npmstringify-entities4.0.4间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.2.0间接
npmstrip-literal3.1.0间接
npmstrnum2.2.3间接
npmstrnum2.3.0间接
npmstrtok310.3.5间接
npmsupports-color10.2.2间接
npmsupports-color7.2.0间接
npmthenify3.3.1间接
npmthenify-all1.6.0间接
npmtinybench2.9.0间接
npmtinyexec0.3.2间接
npmtinyglobby0.2.16间接
npmtinypool1.1.1间接
npmtinyrainbow2.0.0间接
npmtinyspy4.0.4间接
npmto-regex-range5.0.1间接
npmtoidentifier1.0.1间接
npmtoken-types6.1.2间接
npmtrim-lines3.0.1间接
npmts-algebra2.0.0间接
npmtslib2.8.1间接
npmtsx4.21.0间接
npmturndown7.2.4间接
npmtweetnacl0.14.5间接
npmtype-is2.0.1间接
npmtypebox1.1.38间接
npmtypescript5.9.3间接
npmuint8array-extras1.5.0间接
npmundici-types5.26.5间接
npmundici-types6.21.0间接
npmunist-util-is6.0.1间接
npmunist-util-position5.0.0间接
npmunist-util-stringify-position4.0.0间接
npmunist-util-visit5.1.0间接
npmunist-util-visit-parents6.0.2间接
npmunpipe1.0.0间接
npmvary1.1.2间接
npmvfile6.0.3间接
npmvfile-message4.0.3间接
npmvite7.3.3间接
npmvite-node3.2.4间接
npmvitest3.2.4间接
npmweb-streams-polyfill3.3.3间接
npmwhich2.0.2间接
npmwhich4.0.0间接
npmwhy-is-node-running2.3.0间接
npmworkerpool9.3.4间接
npmwrap-ansi7.0.0间接
npmwrap-ansi8.1.0间接
npmwrappy1.0.2间接
npmws8.20.0间接
npmws8.20.1间接
npmwsl-utils0.1.0间接
npmxml-naming0.1.0间接
npmy18n5.0.8间接
npmyallist5.0.0间接
npmyargs16.2.0间接
npmyargs-parser20.2.9间接
npmyauzl2.10.0间接
npmyoctocolors2.1.2间接
npmzod-to-json-schema3.25.2间接
npmzwitch2.0.4间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp3.13.5间接
PyPIaiosignal1.4.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.13.0间接
PyPIattrs26.1.0间接
PyPIcachetools6.2.6间接
PyPIcertifi2026.2.25间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclaude-agent-sdk0.1.63间接
PyPIclick8.3.2间接
PyPIcolorama0.4.6间接
PyPIcryptography46.0.7间接
PyPIdatasets4.8.4间接
PyPIdeprecation2.1.0间接
PyPIdill0.4.1间接
PyPIdirhash0.5.0间接
PyPIdistro1.9.0间接
PyPIfastapi0.136.0间接
PyPIfastuuid0.14.0间接
PyPIfilelock3.28.0间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2026.2.0间接
PyPIh110.16.0间接
PyPIh24.3.0间接
PyPIharbor0.4.0间接
PyPIhf-xet1.4.3间接
PyPIhpack4.1.0间接
PyPIhttpcore1.0.9间接
PyPIhttpx0.28.1间接
PyPIhttpx-sse0.4.3间接
PyPIhuggingface-hub1.11.0间接
PyPIhyperframe6.1.0间接
PyPIidna3.11间接
PyPIimportlib-metadata9.0.0间接
PyPIjinja23.1.6间接
PyPIjiter0.14.0间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkimchi-agent0.1.0间接
PyPIlitellm1.83.0间接
PyPImarkdown-it-py4.0.0间接
PyPImarkupsafe3.0.3间接
PyPImcp1.27.0间接
PyPImdurl0.1.2间接
PyPImmh35.2.1间接
PyPImultidict6.7.1间接
PyPImultiprocess0.70.19间接
PyPInumpy2.4.4间接
PyPIopenai2.32.0间接
PyPIpackaging26.1间接
PyPIpandas3.0.2间接
PyPIpathspec1.0.4间接
PyPIpostgrest2.28.3间接
PyPIpropcache0.4.1间接
PyPIpyarrow23.0.1间接
PyPIpycparser3.0间接
PyPIpydantic2.13.2间接
PyPIpydantic-core2.46.2间接
PyPIpydantic-settings2.13.1间接
PyPIpygments2.20.0间接
PyPIpyiceberg0.11.1间接
PyPIpyjwt2.12.1间接
PyPIpyparsing3.3.2间接
PyPIpyroaring1.0.4间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-dotenv1.2.2间接
PyPIpython-multipart0.0.26间接
PyPIpywin32311间接
PyPIpyyaml6.0.3间接
PyPIrealtime2.28.3间接
PyPIreferencing0.37.0间接
PyPIregex2026.4.4间接
PyPIrequests2.33.1间接
PyPIrich14.3.4间接
PyPIrpds-py0.30.0间接
PyPIruff0.15.11间接
PyPIscantree0.0.4间接
PyPIshellingham1.5.4间接
PyPIshortuuid1.0.13间接
PyPIsix1.17.0间接
PyPIsniffio1.3.1间接
PyPIsse-starlette3.3.4间接
PyPIstarlette1.0.0间接
PyPIstorage32.28.3间接
PyPIstrenum0.4.15间接
PyPIstrictyaml1.7.3间接
PyPIsupabase2.28.3间接
PyPIsupabase-auth2.28.3间接
PyPIsupabase-functions2.28.3间接
PyPItenacity9.1.4间接
PyPItiktoken0.12.0间接
PyPItokenizers0.22.2间接
PyPItoml0.10.2间接
PyPItqdm4.67.3间接
PyPItyper0.24.1间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.1间接
PyPIurllib32.6.3间接
PyPIuv-build间接
PyPIuvicorn0.44.0间接
PyPIwebsockets15.0.1间接
PyPIxxhash3.6.0间接
PyPIyarl1.23.0间接
PyPIzipp3.23.1间接
PyPIzstandard0.25.0间接
依赖安全公告 34

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 819 个包,其中也包含从不交付的开发与测试版本固定:34 个存在已知公告,6 个为直接依赖。 有 1 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
shell-quote1.8.3直接严重21.9.0
litellm1.83.0间接严重201.84.0
vitest3.2.4间接严重14.1.0
shell-quote1.8.4直接11.9.0
tar7.5.14直接67.5.21
tar7.5.15直接67.5.21
undici7.25.0直接78.5.0
undici8.2.0直接78.5.0
@mariozechner/pi-coding-agent0.72.1间接30.78.1
aiohttp3.13.5间接223.14.1
brace-expansion2.1.1间接25.0.8
brace-expansion5.0.5间接35.0.8
brace-expansion5.0.6间接25.0.8
click8.3.2间接18.3.3
cryptography46.0.7间接148.0.1
fast-uri3.1.2间接24.1.1
hono4.12.18间接124.12.27
mcp1.27.0间接61.28.1
postcss8.5.14间接18.5.18
protobufjs7.5.6间接48.6.6
protobufjs7.5.9间接38.6.6
pyjwt2.12.1间接92.13.0
python-multipart0.0.26间接100.0.31
starlette1.0.0间接101.3.1
urllib32.6.3间接42.7.0
vite7.3.3间接28.0.16
ws8.20.0间接28.21.0
ws8.20.1间接18.21.0
@hono/node-server1.19.14间接12.0.5
idna3.11间接23.15
pydantic-settings2.13.1间接12.14.2
qs6.15.1间接16.15.2
body-parser2.2.2间接12.3.0
esbuild0.27.7间接10.28.1

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 16237,
      "has_wiki": false,
      "homepage": "https://kimchi.dev",
      "languages": {
        "Go": 45806,
        "HTML": 21326,
        "Shell": 52013,
        "Python": 214348,
        "Makefile": 175,
        "JavaScript": 416175,
        "PowerShell": 8339,
        "TypeScript": 8673525
      },
      "pushed_at": "2026-07-26T18:30:16Z",
      "created_at": "2026-04-07T16:44:41Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T02:15:12Z",
      "description": "Terminal coding agent powered by Kimchi's multi-model orchestration ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "TypeScript",
      "significant_languages": [
        "TypeScript"
      ]
    },
    "owner": {
      "blog": "https://kimchi.dev/",
      "name": "Kimchi",
      "type": "Organization",
      "login": "getkimchi",
      "company": null,
      "location": null,
      "followers": 36,
      "avatar_url": "https://avatars.githubusercontent.com/u/286906789?v=4",
      "created_at": "2026-05-22T08:22:07Z",
      "is_verified": null,
      "public_repos": 2,
      "account_age_days": 65
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
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      "recent_commits": [
        {
          "oid": "5f5ff385b59fd455c133bffbea9d78324ca5b58b",
          "body": "## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n### Restore HTTP idle timeout\n\nWe effectively had no HTTP idle timeout, and consequently no wa\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: Restore client-side HTTP idle timeouts (#841)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-24T15:08:46Z",
          "body_truncated": true,
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        {
          "oid": "7f8241e456f345ad63c66579776ff39d5af4c978",
          "body": "## Linked issue\n\nCloses #634 \n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n`fetchAvailableModels` in `src/models.ts` only wrapped `fetch()` in a\ntry/catch,\nso the fol\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: Wrap the JSON parse and classify parse failures as transient (#629)",
          "author_name": "Taey",
          "author_login": "PythonToGo",
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          "body": "## Linked issue\n\nCloses #919 \n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nThe welcome workflow (actions/first-interaction@v1) posts its welcome\nmessage on PRs by cre\n[…]\nusing\n\"Resource not accessible by integration\" on first-time PRs.\n\nAdded issues: write as well, since the same action posts issue comments\nand would hit the same class of failure on first-time issues.",
          "is_bot": false,
          "headline": "fix(ci): grant welcome action permissions (#920)",
          "author_name": "Linas N.",
          "author_login": "soundvibe",
          "committed_at": "2026-07-24T09:30:08Z",
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          "is_coding_agent": false
        },
        {
          "oid": "0a0f4ced18b7fd374d417ae175e7e0fe4f322516",
          "body": "## Linked issue\n\nCloses #0",
          "is_bot": false,
          "headline": "ci: fix command injection via task_id input in arc-terminal-bench (#918)",
          "author_name": "Patrick Pichler",
          "author_login": "patrickpichler",
          "committed_at": "2026-07-23T08:43:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "a83f3d7975565b7f645ce5e8b7eb15d77fab06f6",
          "body": "## Summary\n\nAll models go through a single `kimchi-dev` provider using\n`openai-completions` and `/openai/v1` base URL. Claude models get compat\nflags for prompt caching (`cacheControlFormat: \"anthropic\"`) and\nstreaming usage (`supportsUsageInStreaming: true`).\n\nThis replaces the band-aid from #866 a\n[…]\ns`), and achieves the same caching and\nusage reporting via compat flags.\n\n## Test results\n```\nTypeScript: No errors found\nPASS (46) FAIL (0)\n```\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "split models.json providers by upstream provider config (#868)",
          "author_name": "Ilie",
          "author_login": "castabar",
          "committed_at": "2026-07-22T10:59:24Z",
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        },
        {
          "oid": "664cea174b515e92894d3f42d3e66ac528c61076",
          "body": "## Linked issue\n\nCloses #856\n\n## What does this PR do?\n\n### Summary\nThis PR updates outdated user-facing references from **\"pi\"** to\n**\"kimchi\"** for better consistency with the current project name.\n\n### Changes made\n- Updated user-facing notification messages to replace **\"restart pi\"**\nwith **\"re\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: update user-facing references from pi to kimchi (#912)",
          "author_name": "VAISHNAVI UTTAM KUMAR",
          "author_login": "VaishnaviKumar0704",
          "committed_at": "2026-07-22T06:23:00Z",
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          "is_coding_agent": false
        },
        {
          "oid": "cd54a9606f05e5db4ca1cd6d294de7bb604d7ebd",
          "body": "## What does this PR do?\n\nThe PR allows commands that end with `2>&1` (\"redirect stderr to\nstdout\") to be always allowed in 'default' mode.\nIt is very annoying when using GLM.\n\n## Checklist\n\n- [x] I have read [CONTRIBUTING.md](../CONTRIBUTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feat(permissions): treat shell fd redirect as safe (#902)",
          "author_name": "Dmitry Baynak",
          "author_login": "kr3v",
          "committed_at": "2026-07-21T17:31:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dfd21f971ae84ff676bd2afbd65d1ea531b89fdf",
          "body": "…#906)\n\n## What does this PR do?\n\nAdds a readFlag telemetry wrapper around the two\npi.getFlag('ferment-oneshot') reads in events.ts (turn_end\nstopReason='error' branch and session_shutdown branch). Records the raw\nreturn value, whether the read threw, and the error message (including\nstale-ctx detec\n[…]\n a one-shot ferment is incorrectly paused, so we can fix the\nunderlying cause rather than working around it. Telemetry is temporary —\nremove once the root cause is confirmed and fixed.\n\nCloses #123456",
          "is_bot": false,
          "headline": "telemetry(ferment): log pi.getFlag reads in error/shutdown branches (…",
          "author_name": "Linas N.",
          "author_login": "soundvibe",
          "committed_at": "2026-07-21T08:58:37Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f9a8e111fa1285526649a832fb4a2a94cb985b19",
          "body": "…odel param (#903)\n\n## Problem\n\nWhen multi-model mode is enabled and the orchestrator omits the `model`\nparameter on an `Agent` tool call, sub-agents were defaulting to the\norchestrator's model (kimi-k2.7) instead of the configured role model\n(e.g. minimax-m3 for Builder). Benchmark analysis showed \n[…]\nppings\n- [x] Type check passes\n- [x] Lint passes\n\n## Checklist\n\n- [x] Bug fix\n- [ ] New feature\n- [ ] Breaking change\n- [ ] Documentation update\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "fix: resolve default model from role config when orchestrator omits m…",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-21T08:52:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "53a1d48a95211d8dcf93878f5d707debb19c9a78",
          "body": "## Linked issue\n\nCloses #0\n\n## Problem\n\nA previous ferment's \"automated\" continuation policy (set when the user\nchose \"Start execution in auto mode\") persisted into subsequent ferments\nin the same session. This was a precondition for the continuation loop\nreported by a user: the stale automated poli\n[…]\ndated if behavior changed\n\n---------\n\nCo-authored-by: Mateusz Otmianowski <mateusz.otmianowski@cast.ai>\nCo-authored-by: Kimchi <noreply@kimchi.dev>\nCo-authored-by: Vytautas <vytautas.mizgiris@cast.ai>",
          "is_bot": false,
          "headline": "fix(ferment): reset continuation policy on new ferment creation (#865)",
          "author_name": "MateuszOtmianowski",
          "author_login": "MateuszOtmianowski",
          "committed_at": "2026-07-17T13:31:31Z",
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          "is_coding_agent": false
        },
        {
          "oid": "c7a89f8e6e8d1cf847c902dd7765b9f2263ce855",
          "body": "## Linked issue\n\nCloses #2395\n\n## Problem\n\nIn automated/one-shot mode, when the model ends a turn with no tool\ncalls while a lifecycle transition is still pending (e.g. it writes\n\"Calling scope_ferment now\" but returns toolCalls: []), the old reactive\nnudge had a budget of 1 keyed only by Ferment ID\n[…]\nLint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed\n\n---------\n\nCo-authored-by: Mateusz Otmianowski <mateusz.otmianowski@cast.ai>\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "Fix stalled lifecycle transitions in auto ferment (#850)",
          "author_name": "MateuszOtmianowski",
          "author_login": "MateuszOtmianowski",
          "committed_at": "2026-07-17T12:12:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd1e69d581d9cfee8fc07ce3a601d336ead60b2f",
          "body": "…ication (#880)\n\n## Summary\n\nFixes a process crash caused by stale extension context after\n`ctx.compact()` in the model-guard `turn_end` handler.\n\n## Problem\n\n`ctx.compact()` replaces the session internally, which invalidates the\n`ctx` captured in the `turn_end` handler's closure. When the\n`onComple\n[…]\nedit)\n- [x] Regression tests cover the stale-ctx scenario by firing\n`session_compact` with a fresh ctx\n- [x] Existing tests updated to assert the new contract (no\n`onComplete`, notification via event)",
          "is_bot": false,
          "headline": "fix(model-guard): use session_compact event for post-compaction notif…",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-17T11:58:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4936efafaf58764785ebee73455f70fdd28d838c",
          "body": "…881)\n\n## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n<!-- Brief description of the change and why it's needed. -->\n\n## Checklist\n\n- [ ] I hav\n[…]\nan open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed\n\nCo-authored-by: tautvydasLiekis <tautvydas@cast.ai>",
          "is_bot": false,
          "headline": "feat(status-line): Include billing status details in status object (#…",
          "author_name": "Tautvydas Liekis",
          "author_login": "tautvydasLiekis",
          "committed_at": "2026-07-17T11:55:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e7a74cad0a786dcdfb4d507cc9d8e0c53ba771fd",
          "body": "…uto-update hint (#862)\n\n## Summary\n\nFollow-up to #713 with the last round of review feedback that was pushed\nafter merge:\n\n1. **30s hard timeout on `applyUpdate`** —\n[6783d0e](https://github.com/getkimchi/kimchi/commit/6783d0e94e585c79f81ff87a48e8060be5080532).\nA hung network or filesystem during d\n[…]\nte`, if auto-update is still off, shows a\ntoast: `Tip: enable auto-update from /update so kimchi stays up to date\nautomatically.`\n\nResolves #606\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "fix(update): post-merge follow-up — applyUpdate timeout, argv scan, a…",
          "author_name": "Alex Zamai",
          "author_login": "zamai",
          "committed_at": "2026-07-17T11:51:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "475bdcc6ceb12661b7502f502955a114e9ec7ded",
          "body": "## Linked issue\n\nCloses #0\nLLM-2573\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nFixes phase/tag state leaking across keyed sessions in the same process,\nand makes ta\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: phase and tags session state leak (#877)",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-17T09:55:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e9a3d18210581620d82d8ed7c7cde55b32de88ca",
          "body": "…ion (#876)\n\n<img width=\"878\" height=\"200\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/1f834ffd-d7c4-4ea0-bc3f-1744b21f19d1\"\n/>\n\n<img width=\"778\" height=\"222\" alt=\"Screenshot 2026-07-17 at 10 58 53\"\nsrc=\"https://github.com/user-attachments/assets/56b8c3a2-6258-411a-8322-1a99f2bc8f85\"\n[…]\nue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed\n\n---------\n\nCo-authored-by: tautvydasLiekis <tautvydas@cast.ai>",
          "is_bot": false,
          "headline": "feat(budget): Add support for displaying and managing budget informat…",
          "author_name": "Tautvydas Liekis",
          "author_login": "tautvydasLiekis",
          "committed_at": "2026-07-17T09:26:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3f38796fe4a458a1e29a18eb659680476a558131",
          "body": "## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nUpdates AGENTS.md with common gotchas that AI models should keep in mind\nwhen writing new code\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "docs: update AGENTS.md (#878)",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-17T08:35:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2633e6b7f083b8dc0899f657da6649986d43a9cd",
          "body": "## Linked issue\n\nCloses #0\nLLM-2572\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nFixes a critical bug in todo scoping where todos leaked between multiple\nsessions due\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(todos): todo session scope leak (#872)",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-17T05:58:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e5784af93110498b9ce95cfd57e00c9214b296c",
          "body": "…benchmarks (#875)\n\n## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nAdds a `disable-compaction=true` kwarg to the terminal-bench-2 agent\nthat \n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(benchmarks): Add a parameter to enable/disable autocompaction in …",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-16T15:35:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "86fe52bda922dce597bff55bbaf71c8b71b8fd86",
          "body": "## Summary\n\nSuperpowers skills are no longer bundled with kimchi by default. Users\nwho want them can install manually via\n`~/.config/kimchi/harness/skills/` or `.claude/skills/`.\n\n## What changed\n\n**Removed:**\n- `vendor/superpowers` git submodule\n- `src/extensions/superpowers/` directory (extension,\n[…]\nx\nwill need to install them manually. See\nhttps://github.com/obra/superpowers for installation instructions.\n\n- [x] Code changes\n- [x] Tests updated\n- [x] Typecheck passes\n- [x] Lint passes\n\nFixes #0.",
          "is_bot": false,
          "headline": "Remove superpowers skills as bundled by default (#874)",
          "author_name": "josemonteiro",
          "author_login": "josemonteiro",
          "committed_at": "2026-07-16T15:16:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a9937a04ea0dc20123ae8f3ec88a82d2b56bb35e",
          "body": "…hand-parsing (#873)\n\n## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\ngetCompactionEnabled and getActiveThemeName previously hand-parsed the\ng\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(settings): read settings through pi's SettingsManager instead of …",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-16T13:54:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4359261caafe79bf7c3b29a5b2eb2efbb7b65e6a",
          "body": "## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n`benchmark/terminal-bench-2/scripts/run-local.sh` cross-builds a\nlinux-x64 kimchi binary befor\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: install linux native deps for cross-building on macOS (#871)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-16T13:29:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a3a081d37ceff67653c503ccdb78ba451472efff",
          "body": "The upstream bash tool spawns a fresh shell for every call, so `cd`\nnever persists between tool calls. Models that run `cd subdir` lose\ntrack of their working directory and fail on relative paths in\nsubsequent calls.\n\nAdded description override (via registerTool on session_start) now\nincludes a para\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(bash-tool-guard): document cd persistence (#852)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-16T10:52:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "782093e48cc15909a89a2e4b2aba911de87c6886",
          "body": "…on (#851)\n\nThe ferment extension's own compaction paths\n(maybeTriggerFermentCompaction at turn_end/agent_end, and\nmaybeTriggerMidTurnFermentCompaction mid-turn) bypassed the upstream\nautoCompactionEnabled setting — disabling auto-compact in /settings only\nstopped upstream compaction, not ferment-dr\n[…]\nct for both trigger functions)\n- index.test.ts: added default-true settings-watcher mock to decouple\nintegration tests from the dev machine's global compaction.enabled\n\n## Linked issue\n\nCloses #123456",
          "is_bot": false,
          "headline": "fix(ferment): honor /settings Auto-compact toggle in ferment compacti…",
          "author_name": "Linas N.",
          "author_login": "soundvibe",
          "committed_at": "2026-07-16T10:13:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "34ae5a50998278248b76bf6dd0c525207a3bc820",
          "body": "…der (#866)\n\n## Problem\n\nThe models metadata API returns the same Claude slug under both\n`anthropic` and `azure_ai` providers (e.g. `claude-sonnet-4-6` appears\ntwice). Both entries are written into the same `kimchi-dev` block in\n`models.json`.\n\nPi's\n[`mergeCustomModels`](https://github.com/earendil-\n[…]\nhen\nsilently last-wins. The proper fix is dedup in `buildModelsConfig`, but\nthis unblocks caching immediately.\n\nCo-Authored-By: Kimchi <noreply@kimchi.dev>\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "fix: apply anthropic compat to all claude- models regardless of provi…",
          "author_name": "Ilie",
          "author_login": "castabar",
          "committed_at": "2026-07-16T07:54:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ea57bc1969afe6888b4deb54ec32d58e115d6150",
          "body": "## Problem\nIn iTerm2 on macOS, the terminal viewport sometimes jumps to the very\nstart of the session in long sessions or when rendering large diffs.\n\nCloses #863\n\n## Change\n- Patches `@earendil-works/pi-tui` so `ESC[3J` (erase scrollback) is\nonly emitted when `PI_TUI_NO_CLEAR_SCROLLBACK` is **not**\n[…]\nt this to disable scrollback clearing and avoid the iTerm2 viewport jump:\nPI_TUI_NO_CLEAR_SCROLLBACK=1 kimchi\n```\n\n## Verification\n- `pnpm vitest run tests/unit/pi-tui-scrollback-flag.test.ts` passes.",
          "is_bot": false,
          "headline": "fix(tui): make ESC[3J opt-in to prevent iTerm2 scroll-to-top (#864)",
          "author_name": "josemonteiro",
          "author_login": "josemonteiro",
          "committed_at": "2026-07-15T15:00:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f0483eecae6176a8b61ad8b286f0536a2fd742bd",
          "body": "## Problem\n\nThe system prompt contained conflicting instructions about who writes\nplans and who performs reviews, creating ambiguous execution paths the\nagent could not reliably resolve.\n\n**Planning conflict** — three incompatible models:\n1. *\"Decide whether to write the plan yourself or delegate to\n[…]\nended`, `\"on\"` instead of `\"error\"`). This is a pre-existing\nissue unrelated to this PR.\n\nCo-Authored-By: Kimchi <noreply@kimchi.dev>\n\nCloses #0\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "fix: resolve planning and review ownership in code, not in prompt (#849)",
          "author_name": "Krzysztof Reczek",
          "author_login": "krzysztofreczek",
          "committed_at": "2026-07-15T14:01:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "df53cae70f5ceb706e6c4a7b09895de6d81a2877",
          "body": "## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n<!-- Brief description of the change and why it's needed. -->\n\n## Checklist\n\n- [ ] I have read \n[…]\nan open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed\n\nCo-authored-by: tautvydasLiekis <tautvydas@cast.ai>",
          "is_bot": false,
          "headline": "fix(harness): permissions don't work with RTK (#861)",
          "author_name": "Tautvydas Liekis",
          "author_login": "tautvydasLiekis",
          "committed_at": "2026-07-15T13:23:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "55a0de1fe44c0323efea455e18e20dc4b8463528",
          "body": "## Summary\n\nResolves #606\n\nAdds an opt-in (default-on) auto-update feature that mirrors Claude\nCode's native-install behavior. Users can toggle via the new `/update`\nslash command.\n\n- On TUI launch, if `autoUpdate` is on and the user is not on Homebrew,\nthe harness checks for a new version, download\n[…]\ngo through first-class\n`pi.registerCommand` + extension `pi.on(\"session_start\")` events.\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(update): auto-update on launch with opt-out toggle (#713)",
          "author_name": "Alex Zamai",
          "author_login": "zamai",
          "committed_at": "2026-07-15T09:57:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b4d5dee4512979e8ccb3c132644accd01c540b5d",
          "body": "…(#857)\n\n## Linked issue\n\nCloses #858\n\n## What does this PR do?\n\nSwaps the default multi-model `explorer` role from\n`nemotron-3-ultra-fp4` to `deepseek-v4-flash`.\n\n- Changes `DEFAULT_MODEL_ROLES.explorer` in `model-roles.ts` to\n`kimchi-dev/deepseek-v4-flash`\n- Adds `deepseek-v4-flash` to both `MODEL\n[…]\nopen issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "feat: swap default explorer model from nemotron to deepseek-v4-flash …",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-15T09:55:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd91ff6a8ef07e78a8c7ed9f076a8d914fcaa0f0",
          "body": "## Linked issue\n\nCloses #420\n\n## What does this PR do?\n\nAdds a `Notification` hook event to the command-hook adapter system,\nenabling external tools (e.g. peon-ping, context-mode) to react to\nlifecycle notifications via JSON-configured hooks.\n\n**Changes:**\n\n- **`src/extensions/hook-adapters/adapter.\n[…]\nan open issue above (#420)\n- [x] Tests pass locally (`pnpm run test` — all 151 tests in changed\nfiles pass)\n- [x] Lint passes (`pnpm run check` — clean)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feat: add notification hook (#855)",
          "author_name": "cast-vytautas",
          "author_login": "cast-vytautas",
          "committed_at": "2026-07-15T09:48:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "082d9f80c7cbe090c48ad4b2febb30fca8a9bf46",
          "body": "## Linked issue\n\nCloses #802\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nAdds non-aborting inline compaction for Ferment stage boundaries. This\nlets Ferment compact \n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feature: Inline compaction for one-shot ferment (#775)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-14T16:05:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f27834b8741614a87cfc68febf5562ec56f36c53",
          "body": "…nding (#847)\n\n## Problem\n\nAfter `propose_ferment_scoping` returns \"Plan ready for review\" in TUI\nmode, the plan review dialog was not displayed. The agent reported that\nthe plan was submitted but kept looping through text-only turns.\nPressing ESC could eventually surface the dialog, but clicking \"S\n[…]\nt.ts`: 44 tests pass\n- `tool-scope.test.ts`: 20 tests pass\n- `ferment-plan-review` TUI E2E (4 tests): all pass\n\n## Type of change\n\n- [x] Bug fix\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "fix(ferment): block turn_end nudges/dropdowns while plan review is pe…",
          "author_name": "josemonteiro",
          "author_login": "josemonteiro",
          "committed_at": "2026-07-14T15:11:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "268bc0c169fc86f5919cb2908986aa871a6805a7",
          "body": "…#853)\n\nExisting installs whose settings.json predates the quietStartup default\n(or otherwise lacks the key) fell back to pi-coding-agent's verbose\nstartup listing, exposing the raw [Extensions]/[Themes] resource dump —\nincluding synthetic <inline:N> placeholder names for factory-registered\nextensio\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: backfill quietStartup default for existing settings.json files (…",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-14T14:20:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9be6a515accc06737f9a6ac6af10a0470e4026c3",
          "body": "## Summary\n\nGeneral-Purpose was the only default agent using `promptMode: \"append\"`,\nwhich inherited the parent's entire system prompt. When the parent was a\nferment orchestrator, this injected all ferment lifecycle instructions,\norchestration rules, and delegation guidelines that the subagent canno\n[…]\nDocumentation update\n\n## Testing\n\n- `pnpm run typecheck` ✅\n- `pnpm run lint` ✅\n- All 104 affected tests pass ✅\n\nCo-Authored-By: Kimchi <noreply@kimchi.dev>\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "feat: General-Purpose subagent prompt refactoring (#843)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-14T12:04:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c10d5b389911ed29c7ed66ee9a0c0cf9e1f1822a",
          "body": "## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n* Upgrades Biome to v2\n* Formats all files\n* Fixes linter scope to include E2E tests dir\n* Fix\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "chore: upgrade biome, run format (#846)",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-14T10:30:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "371c21010a7dd56569a8e651d9300d3e9fb64bec",
          "body": "…orkers (#836)\n\n## What changed\n- Added a thinking-level policy that maps each delegation shape\n(explore, research, plan, build, review, fix) and chunk complexity\n(simple/complex) to a concrete `thinking` level.\n- Each scope has a retry ceiling so retries bump the level by one tier\nwithout wasting x\n[…]\nhe level resets to a coordination baseline when it goes back to\ndelegating. The same scope/complexity/retry mapping keeps self-performed\nwork and delegated work on the same reasoning scale.\n\nCloses #0",
          "is_bot": false,
          "headline": "feat(orchestration): dynamic thinking-level selection for delegated w…",
          "author_name": "Krzysztof Reczek",
          "author_login": "krzysztofreczek",
          "committed_at": "2026-07-14T08:28:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91e565b73c2cd36946908ef31e5a1a54dc39f5c5",
          "body": "…council prompt (#839)\n\n## Summary\n\nThis PR overhauls the ferment grading system to address a critical issue\nidentified in benchmark testing: the grader was trusting the agent's\nself-reported claims without independent verification, leading to false\npass grades.\n\n## Background\n\nBenchmark analysis (t\n[…]\n prompts\n- All existing tests updated and passing (1137 total)\n\n- [x] Bug fix\n- [x] New feature\n- [ ] Breaking change\n- [ ] Documentation update\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "feat: ferment grader improvements — evidence field, subagent grader, …",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-14T08:18:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3063953c1194c53b959d46a090b0ba13a167461c",
          "body": "…ngle system-prompt section (#835)\n\n## What changed\n- Merged the orchestrator's team roster, role ownership, workflow, phase\nresponsibilities, delegation rules, budgets, and plan-quality checklist\ninto a single `## Orchestration` chapter in the system prompt.\n- Removed duplicated/overlapping delegat\n[…]\nr opened and, if it\nlanded on L2, presses Escape to return to L1 before asserting the\nprogress bar, `human:` timing line, and step count. This was verified\nwith 10 consecutive passing runs.\n\nCloses #0",
          "is_bot": false,
          "headline": "feat(orchestration): consolidate orchestration instructions into a si…",
          "author_name": "Krzysztof Reczek",
          "author_login": "krzysztofreczek",
          "committed_at": "2026-07-14T07:14:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "25cccff41cbb8ffe63d9f518554493a2e6617ecb",
          "body": "Closes #0\n\nThis reverts commit 59250d5f4d114c33d3c973bb758457cf197cd5e6.",
          "is_bot": false,
          "headline": "Revert \"chore(deps): upgrade pi packages to 0.80.5 (#832)\" (#845)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-14T05:44:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59250d5f4d114c33d3c973bb758457cf197cd5e6",
          "body": "Pin the PI package family to 0.80.5 and regenerate patched dependency\nhashes.\n\nRebase the PI patches against upstream changes, retain Kimchi\ncompatibility behavior, and migrate removed pi-ai exports to the\ncompatibility entrypoint.\n\n## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing \n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "chore(deps): upgrade pi packages to 0.80.5 (#832)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-13T13:47:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b24086bd216c7b29ce38aff77585d8e0a463954e",
          "body": "<img width=\"1050\" height=\"778\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/4a44cad9-8ce2-496a-b5c9-c939b42c3994\"\n/>\n\n\n<img width=\"520\" height=\"154\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/b4e455f7-6056-4460-b472-f181197ca829\"\n/>\n\n\n## Linked issue\n\nCloses #\n\n<!-- E\n[…]\nue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed\n\n---------\n\nCo-authored-by: tautvydasLiekis <tautvydas@cast.ai>",
          "is_bot": false,
          "headline": "Feat(billing)/warning when user ran out of credits (#819)",
          "author_name": "Tautvydas Liekis",
          "author_login": "tautvydasLiekis",
          "committed_at": "2026-07-13T12:20:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "792bbbb3d945c3948b853fe5bff0e0ae9962acae",
          "body": "## Problem\n\nWhen a bash command times out, the upstream error message is just\n`Command timed out after N seconds` — no guidance on what to do\ndifferently. Benchmark data (terminal-bench-2-1) shows the agent's\nnatural response is to retry with a larger timeout, burning 2+ hours on\nrepeated timeouts w\n[…]\nl test: agent runs `sleep 30` with `timeout=5`, receives the\nsteering message, and acknowledges the guidance instead of blindly\nretrying\n\n- [x] Tests added\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "feat: steer agent on bash timeout to avoid repeated wasted runs (#842)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-13T11:54:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0255288fdc5a476181816deda4132709232adc33",
          "body": "## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n<!-- Brief description of the change and why it's needed. -->\n\n## Checklist\n\n- [ ] I have read\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "Refactor footer terminology to status line (#762)",
          "author_name": "Pedro",
          "author_login": "pbrczan",
          "committed_at": "2026-07-13T09:15:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "782e624b3ccc2d0ee669a527c0c936d44b0159df",
          "body": "## Linked issue\n\nCloses #0 (LLM-2472)\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nThis PR exposes multi-model support in the ACP (Agent Connection\nProtocol) surface,\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feat(acp): multi-model via config options and availableModels (#838)",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-13T09:01:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6e7855b2013d9a2d3b1d76c78c1b72d34620d214",
          "body": "…ick (#828)\n\n```\nThe thinking preview showed only the last five lines, \nbut every animation redraw reprocessed the entire reasoning text; \nEssentially, the spinner forces a rerender 10 times a second. \nAs the response grew, rendering was blocked from input in the whole TUI. \nSame for expanded. Have \n[…]\nue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed\n\n---------\n\nCo-authored-by: tautvydasLiekis <tautvydas@cast.ai>",
          "is_bot": false,
          "headline": "fix(harness): renders on all thinking block for preview and spinner t…",
          "author_name": "Tautvydas Liekis",
          "author_login": "tautvydasLiekis",
          "committed_at": "2026-07-13T06:35:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1010f45ac835f62d5e870001a006fc80a041a4fc",
          "body": "## What does this PR do?\n\nThis PR adds multi-model tracking per session ID. This requires\nthreading sessionId and/or ctx (`ExtensionContext`) object to specific\nlocations + updated Pi patch to use a `sessionId -> flag` map.\n\nHaving per-session multi-model setting will allow us to expose the\nmulti-mo\n[…]\nior changed\n\n## Linked issue\n\nCloses #0\nLLM-2471\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->",
          "is_bot": false,
          "headline": "feat(multi-model): per-session multi model (#785)",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-10T17:00:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f96021810908f610110525a147331269d30bb92a",
          "body": "…sed (#834)\n\n## Summary\n\nCrash recovery (commit `06e8e713`) explicitly pauses stale ferments on\nstartup and after provider errors. After that change, `resumeFerment()`\ncould send the model a 'RESUMING ... Pick up the work immediately' nudge\neven when the ferment remained in `PAUSED` state. This cont\n[…]\nd agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed\n\nCloses #0",
          "is_bot": false,
          "headline": "fix(ferment): do not send 'RESUMING' nudge while ferment is still pau…",
          "author_name": "Krzysztof Reczek",
          "author_login": "krzysztofreczek",
          "committed_at": "2026-07-10T14:37:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0aa2c9cfe3af42a92979772794f81b481ccbd7ed",
          "body": "Closes #N\n\n## Problem\n\nBash command timeouts were not being enforced. When a timeout fired, the\nbash process was killed, but the tool call **never returned** — it hung\nindefinitely until an external hard timeout (e.g. the benchmark runner)\nkilled the entire container.\n\n### Root cause\n\nThe bash tool'\n[…]\ne filed as an upstream PR against pi-mono. The fix is\nminimal and non-breaking — it only adds stream destruction after a\ntimeout kill, which only affects the error path (not normal command\nexecution).",
          "is_bot": false,
          "headline": "fix: enforce bash timeout by destroying stdio after kill (#833)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-10T11:33:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "52078c73a7765dc931beebaca2e6af6efb32bd6f",
          "body": "…a exit (#830)\n\n## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nAdds a structured classifier for provider/gateway failures and uses it\nas the \n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(error-handling): classify LLM gateway failures for retry and infr…",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-10T09:35:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f6ad14bec87761f493dcc8a6052f9d54f0bffce8",
          "body": "## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nMulti-model configuration is now managed by Kimchi roles. Drive the\nadapter's multi-model mode\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(terminal-bench-2): select multi-model mode via model alias (#831)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-10T08:48:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1467271161dd7951d818deb20ee070bae30a9b52",
          "body": "## What\n\nRewrites `ferment-progress-overlay.test.ts` to eliminate the flakiness\nand slowness identified in investigation, and adds a `beforeReady` hook\nto `runKimchiSession` to handle startup dialogs.\n\nVerified stable across **15 consecutive runs** locally (was failing\n4-8/10 before).\n\n## Root cause\n[…]\nptional\n`beforeReady` hook to `runKimchiSession`\n\n## Checklist\n\n- [x] Bug fix\n- [ ] New feature\n- [ ] Breaking change\n- [ ] Documentation update\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "fix(e2e): stabilise ferment-progress-overlay TUI test (#829)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-10T08:32:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aa80a5b6bb700841cf65772f83629b9e009b9aa2",
          "body": "## Summary\n\nAdd structured OTLP telemetry events for loop-guard warn and\nsubagent_abort, following the same domain-event → telemetry-subscription\npattern as the bash-tool-guard. This lets the backend track how often\nthe loop guard warns and aborts subagents.\n\n## Changes\n\n**New file: `src/extensions/\n[…]\nxisting patterns (bash-tool-guard precedent)\n- [x] Tests added covering new behavior + edge cases\n- [x] No raw user data in telemetry attrs (privacy stance)\n- [x] Typecheck passes\n- [x] All tests pass",
          "is_bot": false,
          "headline": "feat: add loop-guard OTLP telemetry events (#827)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-09T13:45:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d098af11c96484cb08e79f10efb41c450e9cc730",
          "body": "…de (#825)\n\n## Summary\n\nWhen the harness is in multi-model mode, the `Agent` tool now rejects\nexplicit `model` parameters that are not configured in the multi-model\nrole pool. The rejection message lists the allowed models and notes that\nomitting the `model` parameter falls back to the current sessi\n[…]\nfication\n\n- `pnpm run typecheck` — passed\n- `pnpm run lint` — passed\n- `pnpm run test src/extensions/orchestration/model-roles.test.ts\nsrc/extensions/agents/index.test.ts` — 64 tests passed\n\nCloses #0",
          "is_bot": false,
          "headline": "feat: restrict Agent tool models to multi-model role pool in multi-mo…",
          "author_name": "Krzysztof Reczek",
          "author_login": "krzysztofreczek",
          "committed_at": "2026-07-09T10:59:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f95997254d60ad7d4756f4ee0750936a1af1fd0f",
          "body": "…tended PII redaction, and request-timing diagnostics (#805)\n\n## Summary\n\nThis PR enriches exported session archives with sub-agent transcript\ncontent and per-request diagnostics, tightens secret/PII redaction for\npatterns not covered by upstream tooling, fixes a failing TUI e2e test,\nand ensures tr\n[…]\nort.test.ts`\n- TUI e2e suite: `pnpm run test:e2e:tui` exits 0.\n- Full suite: 6565 tests pass.\n\n## Checklist\n\n- [x] New feature\n- [x] Bug fix\n- [ ] Breaking change\n- [ ] Documentation update\n\nCloses #0",
          "is_bot": false,
          "headline": "feat(export): sub-agent transcript enrichment, tabbed HTML export, ex…",
          "author_name": "Krzysztof Reczek",
          "author_login": "krzysztofreczek",
          "committed_at": "2026-07-09T10:28:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5ce1da5d5591125644cf5e8af67d72a3ea2eab58",
          "body": "## Summary\n\nFixes four issues with the ferment progress bar:\n\n1. **Footer didn't show when there was an active ferment** — the ferment\nsegment was gated on the user's `pinned` list, and `ferment` is not in\n`DEFAULT_FOOTER_PINNED`. Now always renders when there's an active\nferment (matching the Scrip\n[…]\n- [x] State is persisted *after* the user's choice, not before.\n- [x] No hardcoded values that duplicate an existing constant.\n- [x] Correlation keys are stable IDs, not display text or array\nindices.",
          "is_bot": false,
          "headline": "fix: ferment progress bar visibility and live updates (#821)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-09T09:44:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ebdc01d2c2730308355f768121c301f1b8f1579d",
          "body": "… a session (#736)\n\n## Bug: Teleport sometimes fails with a operation aborted error when\ncreating a session\n\nCloses #2297\n\n## What does this PR do?\n\nGive createSession a longer per-call timeout\n\nTeleport on large repos failed with\n\"Could not create session: The operation was aborted\" even though the\n[…]\nopen issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "Teleport sometimes fails with a operation aborted error when creating…",
          "author_name": "Linas N.",
          "author_login": "soundvibe",
          "committed_at": "2026-07-09T06:24:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "65438813c17c0bae7dd86fb7c7169d7768a3d885",
          "body": "## Summary\n\nNew users get thinking blocks hidden by default — a cleaner,\ncollapsed-thinking UI out of the box.\n\nThis also applies when `settings.json` already exists but never had the\nsetting (e.g. partial configs from tests or older installs). Previously\nthose sessions could still show expanded thi\n[…]\ndeThinkingBlock: false` in settings — thinking\nvisible/dimmed again\n\nCloses #0\n\n---------\n\nCo-authored-by: Vytautas Mizgiris <vytautas.mizgiris@cast.ai>\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat: default hideThinkingBlock to true (#807)",
          "author_name": "Krzysztof Reczek",
          "author_login": "krzysztofreczek",
          "committed_at": "2026-07-09T05:21:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c2068025e70cd8b1e6474cd376e9428bc6e67e37",
          "body": "## Linked issue\n\nCloses #0\n\n## What does this PR do?\n\n - Upgrade harbor to 0.18 - adopt the new error handling API\n- Add infra circuit breaker - `KIMCHI_INFRA_BREAKER_THRESHOLD` (default\n3) caps consecutive kimchi failures per trial before aborting;\nKimchiExitError captures command, exit code, and t\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feat: Install infra circuit breaker in benchmarks (#822)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-08T16:21:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "370c1f2397be401ee3fc6cfd0de66900d703a351",
          "body": "## Summary\n\nChanges the default for PII/secret redaction from **enabled** to\n**disabled**.\n\nUsers who want redaction can opt in via:\n- `KIMCHI_REDACTION_ENABLED=1` env var\n- `config.json { \"redaction\": { \"enabled\": true } }`\n\n## Changes\n\n- `src/extensions/pii-redaction/config.ts` — default fallback \n[…]\nxit.test.ts` — updated stale comment\nabout redaction being on by default\n\n## Checklist\n\n- [x] Bug fix / new feature (select one)\n- [ ] Breaking change\n- [ ] Documentation update\n\nLabels: `new feature`",
          "is_bot": false,
          "headline": "feat: change default redaction setting to disabled (#820)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-08T14:42:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f11f75b66f4b800cea8862be7a37c3a3c5925d61",
          "body": "## Linked issue\n\nCloses #750 \n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nThis updates the questionnaire tool description to clarify that\nmulti-question forms are fl\n[…]\ne above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed\n\n---------\n\nCo-authored-by: Vytautas <vytautas.mizgiris@cast.ai>",
          "is_bot": false,
          "headline": "fix(questionnaire): clarify conditional follow-up behavior (#790)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-08T14:27:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "28bf4f75163a7f980f478952f7ad0538d5a9dfbf",
          "body": "## Linked issue\n\nCloses #814\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nApply the Kimchi provider baseUrl at session_start using the session\ncwd, so project-level l\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: honor project llmEndpoint for chat routing (#817)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-08T13:03:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d5183c3fc5a97a7ec2442500f6b0871a30a5aa0b",
          "body": "## Summary\n\nWhen a project has an LSP marker file (`go.mod`, `tsconfig.json`,\n`package.json`) but the corresponding language server binary is not on\nPATH, LSP support silently no-op'd — no status bar segment, no warning,\nand the agent was still told to prefer `lsp_*` tools that would fail.\nThis PR m\n[…]\nking change\n- [ ] Documentation update\n- [x] Tests added/updated\n- [x] `pnpm run typecheck` passes\n- [x] `pnpm run lint` passes\n- [x] `pnpm exec vitest run src/extensions/lsp.test.ts` passes (521/521)",
          "is_bot": false,
          "headline": "feat(lsp): surface degraded state when LSP binary is missing (#810)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-08T10:34:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0dc701d73f2374a995ab410d794b99196c3df89d",
          "body": "## Summary\n\nIn one-shot mode, the ferment was being paused when the LLM returned an\nerror () or when the session shut down. This is wrong because there is\nno user to run `/ferment resume` — the ferment stays stuck in `paused`\npermanently.\n\nBenchmark data from terminal-bench-2-1 showed **29 of 93 one\n[…]\ntdown` → ferment pauses (existing behavior\npreserved)\n\n## Checklist\n\n- [x] Bug fix\n- [ ] New feature\n- [ ] Breaking change\n- [ ] Documentation update\n\nCo-Authored-By: Kimchi <[REDACTED-EMAIL_ADDRESS]>",
          "is_bot": false,
          "headline": "fix: don't pause one-shot ferment on LLM error or shutdown (#816)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-08T10:34:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "652bd831dd3ec0b94729a926aad6e01dba39a118",
          "body": "… error classification (#813)\n\n## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n- Classify provider transport failures (gateway 500/502/503/529\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(provider-retry-policy): transport error circuit breaker and infra…",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-08T10:31:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "962738bb34dad89a4eb0ce10e2a35da5294de1a4",
          "body": null,
          "is_bot": false,
          "headline": "fix: restore windows install script (#815)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-08T08:33:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b160a52abb46032d63cbec5fbe7de1e7582ff171",
          "body": "Co-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "feat: secure API key storage and prompt PII redaction (#800)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-07T15:31:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46ecffedb05850e6ed04d87af24f9ee3c55a787e",
          "body": "updated the Remote Sessions description\n\n## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n<!-- Brief description of the change and why it's need\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "Update README.md (#806)",
          "author_name": "roman-commits-code",
          "author_login": "roman-commits-code",
          "committed_at": "2026-07-07T12:00:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f7a5f216be497d4c540db41a622956eeb45a2bbc",
          "body": "…re (#779)\n\n## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nMakes the cooking animation logic simpler and more robust.\nQuestionnaire hides the \n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: simplify cooking animation lifecycle and hide during questionnai…",
          "author_name": "Ihor Shchupliak",
          "author_login": "kodburn",
          "committed_at": "2026-07-07T10:52:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f27c6997919f1fab7b986fb618d4e7b210699cd0",
          "body": "…ce (#799)\n\n## Summary\n\nFixes #798\n\nA race condition in the agents extension caused intermittent crashes\nwhen background agents completed during `session_shutdown`. The nudge\ntimer system could schedule new timers after the shutdown handler had\ncleared existing ones, and those timers would fire with\n[…]\nunrelated and present on master\n\n## Checklist\n\n- [x] Bug fix\n- [x] Tests added (regression tests for the exact crash scenario)\n- [x] Code follows existing patterns (isStaleCtxError guard from\ncurator)",
          "is_bot": false,
          "headline": "fix(agents): prevent stale-ctx crash during session shutdown nudge ra…",
          "author_name": "josemonteiro",
          "author_login": "josemonteiro",
          "committed_at": "2026-07-06T15:27:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b40109a93fd123c2a26fc58332e502cd99515834",
          "body": "## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nUpgrade @earendil-works/pi-coding-agent, pi-ai, and pi-tui from 0.78.1\nto 0.79.10 — the last st\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "chore(deps): upgrade pi-mono to 0.79.10 (#782)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-06T12:33:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1090e39a8a3a814f2442a93577d77e99af93dcd8",
          "body": "## Linked issue\n\nCloses #797\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nAllows users to install an exact Kimchi release (or release candidate)\nby passing a version \n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feat(update): support installing a specific kimchi release (#793)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-06T12:29:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "06e8e71392001219a0bd79d6ca6010dc7c9ddb50",
          "body": "…796)\n\nThree changes that close gaps where socket/provider/gateway failures\nduring a ferment run could leave unclear state or send the planner back\ninto a broken turn:\n## Added in this PR\n- **Provider stream disconnect or socket closes during a planner turn**\n— `turn_end` with `stopReason: \"error\"` \n[…]\nopen issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "feat(ferment): handle connection errors and improve crash recovery (#…",
          "author_name": "Ihor Shchupliak",
          "author_login": "kodburn",
          "committed_at": "2026-07-06T10:58:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e2c9b825ac711fc405cc0b3c621938f3853a61fc",
          "body": "## Summary\n\nFix the `assertActive()` stale-extension-context crash during the\n`--ferment-oneshot` planning→worker transition.\n\n### Root cause\n\nThe ferment extension captures `pi` references in event handlers and\ndeferred callbacks (e.g. `turn_end` → `scheduleNextFermentAction` →\n`void pi.sendMessage\n[…]\no new third-party dependencies\n- ✅ Fix lives entirely in `src/extensions/` — no patches/ changes needed\n\n### Checklist\n\n- [x] Bug fix\n- [ ] New feature\n- [ ] Breaking change\n- [ ] Documentation update",
          "is_bot": false,
          "headline": "fix: guard stale-ctx crash in ferment oneshot transition (#789)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-03T15:11:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "20bbee93154a2a3aa6c6377bd5ba974bef3f997a",
          "body": "## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nCtrl+B: Detach a running foreground agent to background\nLets you press Ctrl+B while a foregroun\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feat: ctrl+b runs agents in a background (#770)",
          "author_name": "Ihor Shchupliak",
          "author_login": "kodburn",
          "committed_at": "2026-07-03T15:08:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fd57b7249fceacf742f6ed8a805b44fc02d19b7f",
          "body": "## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n\nFixes a bug where hitting Esc/Ctrl+C in a ferment session failed to stop\nthe agent loop: the r\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(ferment): pause ferment and suppress nudges on user abort (#777)",
          "author_name": "Ihor Shchupliak",
          "author_login": "kodburn",
          "committed_at": "2026-07-03T14:45:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2f8d8405bbafb5fd4dd3c8131151677e2f993ab0",
          "body": "## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nSession title changes were never propagated to ACP clients due to a\nmissing session event hand\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feat(acp): emit session_info_update when session title changes (#791)",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-03T13:53:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "beb04009fdcbd536b0013612d7c8b78c303e67aa",
          "body": "…ut (#787)\n\n## Summary\n\nSubagent budgets (`max_duration`, `token_budget`) were advisory, not\nhard-enforced — a subagent running a blocking bash command (e.g. `sleep\n3600`) would hang past its `max_duration` because `session.abort()` does\nnot kill in-flight bash processes. Similarly, `token_budget` w\n[…]\nfic failure (`workflow.test.ts` expects `amd64` on an\narm64 Mac, unrelated to this PR)\n\n## PR checklist\n\n- [x] Bug fix — label: `bug`\n- [ ] New feature\n- [ ] Breaking change\n- [ ] Documentation update",
          "is_bot": false,
          "headline": "fix: hard-enforce subagent max_duration, token_budget, and bash timeo…",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-03T13:02:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3db48d8b0cf9449336b2a96284ada90b34b92265",
          "body": "## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nAdd support for running the release pipeline in dry-run mode. This makes\nit easier to debug rel\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "feat(release): add dry-run workflow dispatch (#788)",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-03T13:00:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a151af6b3d68a165f543067dfb52c2e34344ab4f",
          "body": "## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nThis PR refactor the classifier model selection to deterministically set\nthe primary and fallba\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "refactor(classifier): explicitly set primary and fallback models (#784)",
          "author_name": "Ihor Shchupliak",
          "author_login": "kodburn",
          "committed_at": "2026-07-03T12:41:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4941ac53c98d0a417a32e807da04a6678d484715",
          "body": "…ed (#778)\n\n## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nCurrently the orchestrator refuses to delegate to agents with different\nmodels even\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(single-model): orchestrator does not spawn agents unless instruct…",
          "author_name": "Ihor Shchupliak",
          "author_login": "kodburn",
          "committed_at": "2026-07-03T12:40:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b3b23756b8cd83d8bc715ba4b94449512fc58c60",
          "body": "## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nSkill tool should be read only\n## Checklist\n\n- [ ] I have read [CONTRIBUTING.md](../CONTRIBUTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: set 'skill' tool as read only (#786)",
          "author_name": "Ihor Shchupliak",
          "author_login": "kodburn",
          "committed_at": "2026-07-03T12:39:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "654af79bd7dfac16dc057ecffda798004ff0d044",
          "body": "## Summary\n\nIn single-model mode, the ferment planner forced the orchestrator to\ndelegate **every** implementation step to a subagent — even trivial\nfixes. This caused abort-and-redelegate cycles that wasted wall-clock: 4\nof 11 timeouts in terminal-bench-2-1 were caused by 10-20 Agent calls\nper tria\n[…]\nfy commands\n- In strict mode, the orchestrator still prefers delegation\n- `submit_agent_report` requirement for subagents is unchanged\n- Verification commands and gate verdicts are unchanged\n\nLLM-2414",
          "is_bot": false,
          "headline": "feat: relax ferment delegation mandate for single-model mode (#774)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-03T11:54:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5772f1c441ec3b3d944ea1cd1c4dbd1e9dc33bec",
          "body": "## What does this PR do?\n\n`shouldSuppressHiddenNudge` unconditionally suppressed the reactive\ncontinuation nudge for `action.kind === \"scope\"`. In one-shot/automated\nmode this silently dropped the nudge after a text-only stop during draft\nscoping, ending the session instead of driving a follow-up tu\n[…]\nns\n\n## Checklist\n\n- [x] I have read CONTRIBUTING.md and agree to the CLA\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(ferment): gate scope-nudge suppression on continuation policy (#776)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-03T10:12:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c3417d0e0960cac1ac894543e00b066af466411c",
          "body": "…n ctx (#781)\n\n## Linked issue\n\nCloses #783\n\n## What does this PR do?\n\nFixes a process crash caused by an unguarded `ctx.isIdle()` call in the\n`prompt-summary` extension's `trySend` polling loop\n(`src/extensions/prompt-summary.ts`).\n\n### The crash path\n\n1. `agent_end` fires → the `prompt-summary` ha\n[…]\ntypecheck failures on master (`mode` property\nmissing from `ExtensionContext`/`ExtensionBindings` in `acp/` and\n`resources/` files) are unrelated to this change — confirmed by stashing\nand re-running.",
          "is_bot": false,
          "headline": "fix: guard prompt-summary trySend polling loop against stale extensio…",
          "author_name": "josemonteiro",
          "author_login": "josemonteiro",
          "committed_at": "2026-07-03T09:54:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d25eeaf6f73290728ae26009ac91ad04a1072465",
          "body": "…xt (#773)\n\n## Linked issue\n\nCloses #0\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nWe had previously mocked the theme object to return undefined values for\nany acces\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(acp): themed text should return the original text in acp ui conte…",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-03T07:30:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "103571314573ec462b02037c0315d5fb691aa486",
          "body": "…tive ferment session (#658)\n\n## Linked issue\n\nCloses #769\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\nInternal benchmarks showed that standard non-Ferment orchestra\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: Ferment tools are called in single/multi mode runs outside of ac…",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-02T14:21:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ddeb57a739429c25d9b2e19414249e8e258dcc79",
          "body": "…forget events (#771)\n\n## What does this PR do?\n\n<!-- Brief description of the change and why it's needed. -->\n\n- Dropped three redundant ACP capabilities (`pi_setStatus`,\n`pi_setWidget`, `pi_set_editor_text`) and the per-method\n`supportsMethod` / `warnUnsupportedMethod` guards around them.\n- `creat\n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "refactor: use _kimchi.dev/pi_notify acp notification on all fire-and-…",
          "author_name": "Vytautas",
          "author_login": "vmizg",
          "committed_at": "2026-07-02T11:43:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9bc18322694ded12e0f435b4fff8e8f0869b87ed",
          "body": "…e process alive after session end (#765)\n\n## Linked issue\n\nCloses #766\n\n## What does this PR do?\n\nFixes process-lifetime leaks that could keep `--ferment-oneshot` runs\nalive after the agent had already completed and emitted `agent_end`.\n\nThe PR now covers three cleanup paths:\n\n- Marks Kimchi file w\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(one-shot-ferment-hangs): prevent fs.watch handles from keeping th…",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-01T17:07:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9655a93b57cee2e63c98e7c23a9e59a1e7815a10",
          "body": "…nt (#767)\n\n## Summary\n\nReplaces `llm.cast.ai` reference with `llm.kimchi.dev` to ensure\nconsistent endpoint usage across the codebase.\n\n## Changes\n\n- `src/config.ts`: Changed default LLM endpoint from\n`https://llm.cast.ai/openai/v1` to `https://llm.kimchi.dev/openai/v1`\n- `src/config.ts`: Renamed c\n[…]\nist\n\n- [x] Code changes\n- [ ] Tests added/updated (no test asserts the default endpoint value;\nexisting tests use custom endpoints)\n- [x] Lint passes\n- [x] Type check passes (no new errors introduced)",
          "is_bot": false,
          "headline": "fix: use llm.kimchi.dev instead of llm.cast.ai for default LLM endpoi…",
          "author_name": "josemonteiro",
          "author_login": "josemonteiro",
          "committed_at": "2026-07-01T16:14:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "42a8df1b914cc2206abba22b021250ba4fa777fa",
          "body": "…g mode",
          "is_bot": false,
          "headline": "fix: make MCP gateway and read-only direct tools available in plannin…",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-01T15:11:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f554f01e3d47bb0c11dabc03e3b4521f72128413",
          "body": "## Linked issue\n\nCloses #\n\n<!-- Every PR must link to an existing issue. PRs without a linked issue\nwill not be reviewed.\n     Use one of: Closes #N / Fixes #N / Resolves #N -->\n\n## What does this PR do?\n\n<!-- Brief description of the change and why it's needed. -->\n\n## Checklist\n\n- [ ] I have read \n[…]\nTING.md) and agree to the\nCLA\n- [ ] This PR links to an open issue above\n- [ ] Tests pass locally (`pnpm run test`)\n- [ ] Lint passes (`pnpm run check`)\n- [ ] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix: add exponential backoff for claude code retryable errors (#759)",
          "author_name": "kamilcast",
          "author_login": "kamilcast",
          "committed_at": "2026-07-01T13:28:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d0f96334e168b02b53b80d566d66cfd4aa683870",
          "body": "## Summary\n\nAfter `propose_ferment_scoping` returns \"Plan ready for review\", the\nferment extension suppresses ALL tools via `pi.setActiveTools([])` to\nforce the turn to end so the review dialog can appear. The todos\nextension was unaware of this — it kept sending `reconcile_todos`\nfollow-up messages\n[…]\non\n- `pnpm run check` (lint + typecheck): pass\n- `pnpm vitest run src/extensions/todos/index.test.ts`: 17 tests pass\n(15 existing + 2 new regression tests)\n\nCo-Authored-By: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "fix: skip todo reconciliation when todo tools are unavailable (#760)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-01T13:20:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "28d8de1378c17f37b911f4634708ab12746cf192",
          "body": "## Problem\n\nAfter `propose_ferment_scoping` set a `pendingPlanReview` and the\n`agent_end` handler presented the plan review dialog to the user,\ndismissing the dialog (Esc) or providing feedback (\"Let me say\nsomething\") did **not** clear the `pendingPlanReview` from the in-memory\nmap. On the next `ag\n[…]\nappear after feedback\"` — provides\nfeedback, waits for model response, asserts dialog does NOT re-appear\n\n## Checklist\n\n- [x] Bug fix\n- [ ] New feature\n- [ ] Breaking change\n- [ ] Documentation update",
          "is_bot": false,
          "headline": "fix(ferment): clear pendingPlanReview on dismiss/feedback (#720)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-01T12:43:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c393c13ca670ee95f1193557ba3b93a43178177",
          "body": "## Problem\n\nAfter `propose_ferment_scoping` returns \"Plan ready for review\", the\nmodel continued calling tools instead of ending its turn. This prevented\nthe `agent_end` event from firing, so the review dialog never appeared —\nthe ferment stayed stuck in draft.\n\n## Fix\n\nSuppress all tools via `pi.se\n[…]\n` passes (6 pre-existing failures in\nmodel-guard/permissions, unchanged from baseline)\n- [x] `pnpm run test:e2e:tui` passes (37 tests, all pass)\n\n---------\n\nCo-authored-by: Kimchi <noreply@kimchi.dev>",
          "is_bot": false,
          "headline": "fix: suppress tools after plan review to force turn end (#715)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-01T12:27:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "95ca5129d26c36bd279aa8ea76c856fa7ce5b011",
          "body": "## Summary\n\nCapture MCP `ToolAnnotations` end-to-end and enforce a hard read-only\nfilter so that only read-only MCP tools are callable during planning\n(scoping) profiles, while the implementation profile keeps full MCP\naccess.\n\n## Changes\n\n### Phase 1 — Types & metadata propagation\n- Added `annotati\n[…]\nt` — 6080 passed (6 pre-existing failures in\nmodel-guard/permissions confirmed via `git stash` on clean tree)\n\n## Checklist\n- [x] Bug fix / new feature\n- [ ] Breaking change\n- [ ] Documentation update",
          "is_bot": false,
          "headline": "feat: enforce read-only MCP tools in planning profiles (#718)",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-01T10:50:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "23ec7afbff34a002b6db87c54fc50f8d1c62fa61",
          "body": "…coping (#711)\n\n## Problem\n\nAfter calling `propose_ferment_scoping`, the agent was telling users\nabout its internal tool availability (e.g. \"this session has no\nedit/write/bash tools\") and instructing them to resume in a different\nsession. The host already manages all tool transitions automatically \n[…]\nls on pre-existing errors in unrelated\nfiles (`src/cli.ts`, `orphan-tool-result-sanitizer.ts`,\n`orphan-tool-result-repair.ts`). Committed with `--no-verify` since\nthose are not related to this change.",
          "is_bot": false,
          "headline": "fix(ferment): prevent agent from discussing tool availability after s…",
          "author_name": "Mike Norgate",
          "author_login": "mikenorgate",
          "committed_at": "2026-07-01T10:50:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5b357e785062553cb7d17aaf79848f7adfa98314",
          "body": "…Defender quarantine (#757)\n\nBitDefender immediately quarantined install.ps1 due to the\nInvoke-DownloadFile function being flagged. Replace it with an\nequivalent download approach that does not trigger the false positive.\n\n## Linked issue\n\nCloses #758\n\n<!-- Every PR must link to an existing issue. P\n[…]\nTING.md) and agree to the\nCLA\n- [x] This PR links to an open issue above\n- [x] Tests pass locally (`pnpm run test`)\n- [x] Lint passes (`pnpm run check`)\n- [x] Documentation updated if behavior changed",
          "is_bot": false,
          "headline": "fix(windows-install-script): replace Invoke-DownloadFile to avoid Bit…",
          "author_name": "Mat",
          "author_login": "pmateusz",
          "committed_at": "2026-07-01T10:46:40Z",
          "body_truncated": true,
          "is_coding_agent": false
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                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "merged_prs": 688,
              "open_issues": 39,
              "closed_issues": 46,
              "issue_closed_ratio": 0.541,
              "closed_unmerged_prs": 116
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "54% of issues closed",
                "points": 25.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 54
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "688/804 decided PRs merged",
                "points": 32.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 688,
                      "decided": 804
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "followers": 36,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "getkimchi",
              "public_repos": 2,
              "account_age_days": 65
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "36 followers of getkimchi",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 36,
                      "login": "getkimchi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "2 public repos, account ~0 yr old",
                "points": 3.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 2
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "biome.json",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "biome.json"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": "https://kimchi.dev",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://kimchi.dev",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 50,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 48,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "77 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 819 resolved dependencies against OSV; 1 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 819
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "osv",
              "advisories": 157,
              "affected_packages": 34,
              "assessed_packages": 819,
              "unassessed_packages": 1,
              "affected_by_severity": "critical 3, high 25, moderate 4, low 2",
              "direct_affected_packages": 6
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "6 affected: shell-quote 1.8.3 (critical 9.8), shell-quote 1.8.4 (high 7.5), tar 7.5.14 (high 7.5), +3 more",
                "points": 3.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 6,
                      "packages": "shell-quote 1.8.3 (critical 9.8), shell-quote 1.8.4 (high 7.5), tar 7.5.14 (high 7.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 819,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 7
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 74,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "AGENTS.md",
                "docs/agents.md"
              ],
              "agent_instruction_max_bytes": 12367
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, docs/agents.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, docs/agents.md"
                    }
                  }
                ],
                "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json",
                "pnpm-lock.yaml",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "tools/proxy-helper/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "tsconfig.json"
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              "agent_commit_share": 0.02,
              "toolchain_manifests": [
                "benchmark/manual/seeds/explore-refactor/go.mod",
                "tools/proxy-helper/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "tools/proxy-helper/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tools/proxy-helper/Makefile"
                    }
                  }
                ],
                "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": "biome.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "biome.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
                    }
                  }
                ],
                "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": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 360435,
              "source_files_sampled": 1102,
              "oversized_source_files": 9
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "9/1102 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1102,
                      "oversized": 9
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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            ]
          }
        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch npm package '@kimchi-dev/cli' from its registry",
    "Could not fetch go package 'github.com/castai/kimchi/tools/proxy-helper' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T02:54:35.644698Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/getkimchi/kimchi.svg",
  "full_name": "getkimchi/kimchi",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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.