公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 16:11 UTC

dmtrKovalenko / fff

The fastest and the most accurate file search SDK for AI agents, Neovim, Rust, C, Python, Bun and NodeJS

Rust · Lua · TypeScriptMIT★ 9,796 星标⑂ 387 复刻始于 2025年7月在 GitHub 上查看 ↗

dmtrKovalenko/fff 的健康指数为 100 分中的 75 分,处于「良好」区间。 其得分最高的类别是Vitality(91/100),最低的是Security(40/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

75
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。

75
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

Dmitriy Kovalenko个人账户
1,753 关注者166 个公开仓库始于 2016年1月@LightsourceAI

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
crates.iofff-search0.10.126,4432582 天前
crates.iofff-grep0.10.127,1302632 天前
npm@ff-labs/pi-fff0.10.123,8211562 天前pipi-packagepi-extensionfffsearchgrepfuzzy-searchai-agent
npm@ff-labs/fff-bun0.10.1138,0383192 天前file-finderfuzzy-searchbunffillm-toolsagent-toolsfastrust

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?

91优秀 · 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
27.7/36提交节奏 — 52 周中有 40 周有提交
18/18提交量 — 最近一年 411 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year411
human_commit_share1
days_since_last_push0
active_weeks_last_year40

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 0.5 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_tagv0.10.1
releases_from_tags
days_since_latest_release2
mean_days_between_releases0.5

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?

75良好 · 占总体的 18%
评分方式
60/60星标 — 9,796 个星标
21.6/25复刻 — 387 个复刻
7.1/15关注者 — 20 位关注者
所用输入
forks387
stars9,796
watchers20
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
71.1/80月度下载量 — crates, npm 合计每月 215,432 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesfff-search, fff-grep, @ff-labs/pi-fff, @ff-labs/fff-bun
dependents
ecosystemscrates, npm
total_downloads166,470
monthly_downloads215,432
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

71良好 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
8.7/22.5提交分布 — 头号贡献者编写了 61% 的提交
13.5/13.5贡献者广度 — 82 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 7 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled82
top_contributor_share0.613
评分方式
41.1/46.8议题解决 — 88% 的议题已关闭
31.1/38.3PR 接受 — 已裁定的 PR 中 306/376 已合并
7.5/15OpenSSF Scorecard:Code-Review — Found 16/30 approved changesets -- score normalized to 5
所用输入
merged_prs306
open_issues37
closed_issues269
issue_closed_ratio0.879
closed_unmerged_prs70
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
23.3/25所有者影响力 — dmtrKovalenko 有 1,753 位关注者
25/25既往记录 — 166 个公开仓库,账户约 10 年
所用输入
followers1,753
owner_typeUser
is_verified
owner_logindmtrKovalenko
public_repos166
account_age_days3,829
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — crates, npm 上有 4 个软件包
35/35发布时效 — 最近一次发布于 2 天前
20/20版本历史 — 319 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesfff-search, fff-grep, @ff-labs/pi-fff, @ff-labs/fff-bun
ecosystemscrates, npm
any_deprecated
min_days_since_publish2

工程质量

基础的工程与文档实践是否到位?

89优秀 · 占总体的 20%

工程实践

82良好
评分方式
24/24CI 工作流 — 9 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 — 25 out of 26 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

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://fff.dmtrkovalenko.dev/
10/10仓库描述
10/10主题标签 — 11 个主题标签
10/10Wiki
所用输入
topicsfilesearch, lua, neovim, neovim-plugin, rust, bun, fff, fzf, grep, nodejs, python
has_wiki
homepagehttps://fff.dmtrkovalenko.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?

40存在风险 · 占总体的 16%

安全态势

40存在风险
评分方式
6.8/7.5Binary-Artifacts — binaries present in source code
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 25 out of 26 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
3.8/7.5Code-Review — Found 16/30 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 7 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 29 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 38 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4

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。

78良好 · 占总体的 0%
评分方式
45/45代理指令 — AGENTS.md, CLAUDE.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, CLAUDE.md
agent_instruction_max_bytes5,781
评分方式
18/18一条命令的引导启动 — 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 — packages/fff-bun/tsconfig.json, packages/fff-node/tsconfig.json, packages/fff-python/src/fff/py.typed, packages/pi-fff/tsconfig.json
10/10可复现环境 — Nix, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
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
lockfilesCargo.lock, package-lock.json, uv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configspackages/fff-bun/tsconfig.json, packages/fff-node/tsconfig.json, packages/fff-python/src/fff/py.typed, packages/pi-fff/tsconfig.json
agent_commit_share0
toolchain_manifestsCargo.toml, crates/fff-c/Cargo.toml, crates/fff-core/Cargo.toml, crates/fff-grep/Cargo.toml, crates/fff-mcp/Cargo.toml, crates/fff-nvim/Cargo.toml, crates/fff-python/Cargo.toml, crates/fff-query-parser/Cargo.toml
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — Rust(静态类型)
54/55可控的文件大小 — 采样的 168 个源文件中有 3 个超过 60KB
所用输入
primary_languageRust
largest_source_bytes92,979
source_files_sampled168
oversized_source_files3
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

9,796GitHub 星标
82贡献者
411最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数(bus factor)
37开放议题
crates.io, 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 crates package 'fff-c' from its registry
  • Could not fetch crates package 'fff-mcp' from its registry
  • Could not fetch crates package 'fff-nvim' from its registry
  • Could not fetch crates package 'fff-python' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index crates:fff-search@0.10.1; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 387 ⇿
0Star
387Fork
100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。

0100200300400385242025-082026-012026-07
主版本 0次版本 2修订 7
OpenSSF Scorecard 4.0 / 10
4.0综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-23 16:10 UTC

9Binary-Artifactsbinaries present in source code
3Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests25 out of 26 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 16/30 approved changesets -- score normalized to 5
10Contributorsproject has 7 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 29 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities38 existing vulnerabilities detected
直接依赖 68
注册表软件包版本约束清单文件
crates.iogit2crates/fff-c/Cargo.toml
crates.iofff0.10.1crates/fff-c/Cargo.toml
crates.iofff-query-parser0.10.1crates/fff-c/Cargo.toml
crates.ioserde_json1.0crates/fff-c/Cargo.toml
crates.ioahashcrates/fff-core/Cargo.toml
crates.iorayoncrates/fff-core/Cargo.toml
crates.iosmallveccrates/fff-core/Cargo.toml
crates.iothiserrorcrates/fff-core/Cargo.toml
crates.iotracingcrates/fff-core/Cargo.toml
crates.iofff-query-parser0.9.0crates/fff-core/Cargo.toml
crates.ioblake3crates/fff-core/Cargo.toml
crates.iodirscrates/fff-core/Cargo.toml
crates.iolibc0.2crates/fff-core/Cargo.toml
crates.iogit2crates/fff-core/Cargo.toml
crates.ioglidesortcrates/fff-core/Cargo.toml
crates.ioglobsetcrates/fff-core/Cargo.toml
crates.iofff-grep0.9.0crates/fff-core/Cargo.toml
crates.ioaho-corasick1crates/fff-core/Cargo.toml
crates.iomemchr2crates/fff-core/Cargo.toml
crates.ioheedcrates/fff-core/Cargo.toml
crates.ioignorecrates/fff-core/Cargo.toml
crates.iomemmap2crates/fff-core/Cargo.toml
crates.ioneo_frizbeecrates/fff-core/Cargo.toml
crates.ionotifycrates/fff-core/Cargo.toml
crates.ionotify-debouncer-fullcrates/fff-core/Cargo.toml
crates.ioparking_lotcrates/fff-core/Cargo.toml
crates.iopathdiffcrates/fff-core/Cargo.toml
crates.ioregexcrates/fff-core/Cargo.toml
crates.ioregex-syntax0.8crates/fff-core/Cargo.toml
crates.ioserde1.0crates/fff-core/Cargo.toml
crates.iotracing-appender0.2crates/fff-core/Cargo.toml
crates.iotracing-subscriber0.3crates/fff-core/Cargo.toml
crates.iozlobcrates/fff-core/Cargo.toml
crates.iolibmimalloc-sys0.1crates/fff-core/Cargo.toml
crates.iomimalloc0.1crates/fff-core/Cargo.toml
crates.iobstr1.6.2crates/fff-grep/Cargo.toml
crates.iomemchr2.6.3crates/fff-grep/Cargo.toml
crates.iofff0.10.1crates/fff-mcp/Cargo.toml
crates.iofff-query-parser0.10.1crates/fff-mcp/Cargo.toml
crates.iomimalloccrates/fff-mcp/Cargo.toml
crates.iormcp1.7.0crates/fff-mcp/Cargo.toml
crates.ioschemars1.0crates/fff-mcp/Cargo.toml
crates.ioserde1.0crates/fff-mcp/Cargo.toml
crates.ioserde_json1.0crates/fff-mcp/Cargo.toml
crates.iotokio1crates/fff-mcp/Cargo.toml
crates.iotracingcrates/fff-mcp/Cargo.toml
crates.iogit2crates/fff-mcp/Cargo.toml
crates.ioclap4crates/fff-mcp/Cargo.toml
crates.ioahashcrates/fff-nvim/Cargo.toml
crates.iotracingcrates/fff-nvim/Cargo.toml
crates.iofff0.10.1crates/fff-nvim/Cargo.toml
crates.iofff-query-parser0.10.1crates/fff-nvim/Cargo.toml
crates.iochrono0.4crates/fff-nvim/Cargo.toml
crates.ioctrlc3.4.2crates/fff-nvim/Cargo.toml
crates.iogit2crates/fff-nvim/Cargo.toml
crates.ioignore0.4.22crates/fff-nvim/Cargo.toml
crates.iomimalloc0.1.47crates/fff-nvim/Cargo.toml
crates.iomlua0.11.1crates/fff-nvim/Cargo.toml
crates.ioonce_cell1.20.2crates/fff-nvim/Cargo.toml
crates.iozlobcrates/fff-nvim/Cargo.toml
crates.iofff0.10.1crates/fff-python/Cargo.toml
crates.iofff-query-parser0.10.1crates/fff-python/Cargo.toml
crates.iogit2crates/fff-python/Cargo.toml
crates.iopyo30.24.0crates/fff-python/Cargo.toml
crates.iozlobcrates/fff-query-parser/Cargo.toml
npmffi-rs^1.0.0packages/fff-node/package.json
npm@ff-labs/fff-bun*packages/pi-fff/package.json
npm@ff-labs/fff-node*packages/pi-fff/package.json
全部依赖 未采集

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

原始 JSON 报告 机器可读
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          "oid": "9a637ccd738dc68f865b7ef7dcf1d4e1cd5d42c0",
          "body": "* fix(pi-fff): route out-of-workspace path constraints to a rotating aux finder pool\n\nHotfix prototype for #463. When the agent passes an absolute `path`\noutside the workspace cwd to ffgrep/fffind, spin up (or reuse) a\nFileFinder rooted at that path instead of throwing\n\"Path constraint must be relat\n[…]\nt the same finder.\n\n* fix: Redesign the aux finder\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>\nCo-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "fix(pi-fff): Allow pi to search in non cwd folders using fff(#622)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-16T00:42:25Z",
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        {
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          "body": "* fix(picker_ui): highlight fuzzy query matches on file picker\n\n* fix(file-picker): gate fuzzy query highlights behind config\n\n* fix(file-picker): use rust fuzzy match ranges for highlights\n\nCompute fuzzy match byte ranges on the Rust side for paginated file results and pass them through the nvim Lua binding.",
          "is_bot": false,
          "headline": "fix(picker_ui): highlight fuzzy query matches on file picker (#673)",
          "author_name": "Karavellas",
          "author_login": "pompos02",
          "committed_at": "2026-07-15T21:53:52Z",
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        },
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          "body": "* docs(readme): add FAQ answering what FFF stands for\n\nCloses #679\n\n* docs(readme): move FFF expansions into branding subheader with logo links\n\n* docs(readme): move FFF expansions from branding subheader to FAQ section\n\n---------\n\nCo-authored-by: dmtrKovalenko <dmitriy@iusevimbtw.com>",
          "is_bot": false,
          "headline": "docs(readme): add FAQ answering what FFF stands for (#680)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
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        },
        {
          "oid": "d1dac82ca764afc83b95d2269fe1973aecfaf4e7",
          "body": "* fix(pi-fff): isomorphic runtime detection with lazy SDK load\n\nDetect bun vs node at runtime and dynamically import the matching SDK\n(@ff-labs/fff-bun on bun, @ff-labs/fff-node on node) via a variable\npackage name so oh-my-pi's static extension validator does not chase\nffi-rs' optional native binar\n[…]\n-introduces the ffi-rs cost this PR is meant\nto avoid, and hides packaging bugs where the correct SDK is missing.\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(pi-fff): isomorphic bun/node SDK lazy-load (#669)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-15T21:09:25Z",
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          "body": "Co-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "chore: regenerate Neovim vimdoc (#677)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-15T05:06:20Z",
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        },
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          "oid": "a487120c32f5a311854fe725e28fb260f38efdf8",
          "body": null,
          "is_bot": false,
          "headline": "feat: Mulitline search (#676)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-07-15T03:28:04Z",
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        },
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          "oid": "44a5b259570730a4236ecbf06673d43ef7b2263e",
          "body": "…ries (#670) (#671)",
          "is_bot": false,
          "headline": "chore(deps): bump crossbeam-epoch, anyhow, memmap2 for RustSec adviso…",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-11T16:15:14Z",
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        },
        {
          "oid": "b4590ca108bdb3501030c971b1ebf65c150bf108",
          "body": "* refactor: Split grep.rs into a few modules\n\n* fix(git regression): Watch reflog for consistent git events burst handling",
          "is_bot": false,
          "headline": "refactor: Split grep.rs into a few modules (#667)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-07-10T09:35:44Z",
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          "is_coding_agent": false
        },
        {
          "oid": "9c30eda09e3399fef55b6bbd5441481d671d3348",
          "body": "… (#666)\n\nDrop the custom ad-hoc implemenations per feature and memchar::Finder\nwhen we can use internal optimize case flip & memmem",
          "is_bot": false,
          "headline": "feat: Expand internal SIMD memmem implemenation and use it everywhere…",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-07-09T21:49:39Z",
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        },
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          "oid": "1a8ef35ad8eef54dc718b4846c470af6eed85950",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): Bump zlob to 1.6.1 (#663)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-07-08T19:39:49Z",
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        },
        {
          "oid": "906b66b73610ee8b300ff3069e4a28201264a6bc",
          "body": "`fff-search` supports two mutually exclusive backend features (`ripgrep`\ndefault, or `zlob`) but internal cfg gates keyed off\n`cfg(not(feature = \"zlob\"))`, meaning the ripgrep code compiled even\nwhen the `ripgrep` feature (and its `ignore`/`globset` deps) was off.\nBuilding with `--no-default-feature\n[…]\n!` when neither backend is enabled,\nso the failure is a single actionable message instead of 15 cascading\nerrors.\n\nRefs #659\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(core): emit compile_error for --no-default-features (#659) (#661)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-08T16:39:26Z",
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          "oid": "98d4d4ed638b2b4c8ed73d6aaa4197ef094ac411",
          "body": null,
          "is_bot": false,
          "headline": "chore(readme): typo on bun package name (#662)",
          "author_name": "Eduardo Santos de Brito",
          "author_login": "EduSantosBrito",
          "committed_at": "2026-07-08T16:39:00Z",
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          "oid": "5858d893b5885eea6a87ff271aaf526110fc79d0",
          "body": null,
          "is_bot": false,
          "headline": "chore: Bump frizbee to 0.11 (#658)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-07-07T20:20:56Z",
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        },
        {
          "oid": "7221081183e7f036a7804767dadc34edc4485d99",
          "body": "* fix(core): restrict AVX2 normalize to x86_64\n\nThe AVX2 path in `normalize_bytes` gated on `any(target_arch = \"x86_64\",\ntarget_arch = \"x86\")` unconditionally imports `std::arch::x86_64`, which\ndoes not exist on 32-bit x86, so `fff-search` failed to compile for\n`i686-unknown-linux-gnu` (e.g. termux \n[…]\n6 both bindings are unused and CI's\n`-D unused-variables` fails the i686 build introduced in the previous\ncommit.\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(core): restrict AVX2 normalize to x86_64 (fix i686 build) (#657)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-07T18:16:06Z",
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        },
        {
          "oid": "8c76a1b3fed3099ff5918d71c3bc116b36de0be8",
          "body": "…#655)\n\n* fix(simd_path): clamp resolve_ptrs iteration to buf.len()\n\nresolve_ptrs() iterates self.indices.len() times over a fixed-size\n[*const u8; 32] buffer with no guard. When a file path exceeds 512\nbytes (32 chunks × 16 bytes), the loop accesses buf[32] and panics:\n\n    index out of bounds: the\n[…]\nusly scanned a stale score matrix and panicked.\n\nAdds regression tests for both the resolve_ptrs unit level and the\nfull scoring pipeline.\n\n---------\n\nCo-authored-by: elee7420-gif <elee7420@gmail.com>",
          "is_bot": false,
          "headline": "fix(score): size chunk ptr buffers to PATH_MAX instead of 512 bytes (…",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-07-07T16:42:50Z",
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          "is_coding_agent": false
        },
        {
          "oid": "98af56c393a596292a24fb00d5b672306706b07c",
          "body": "* fix: Fuzz test branches\n\n* cleanup",
          "is_bot": false,
          "headline": "fix: Fuzzy tests caught watcher inconsistencies (#644)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-07-07T04:38:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "960e689d427d8e66d0d2baf00cc40f870452f632",
          "body": "pi forks (e.g. omp) do not expose addAutocompleteProvider, causing\nsession_start to throw \"FFF init failed: ... is not a function\" and\nskipping tool registration entirely.\n\nSkip UI wiring when the host lacks the method; tools still register.\n\nRefs #651\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(pi-fff): feature-detect ctx.ui.addAutocompleteProvider (#651) (#653)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-06T04:36:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18f546a4fe8939d884b495a7d761f4905ad205a3",
          "body": "SharedFrecency and SharedQueryTracker are now type aliases over a single\nSharedDb<T: LmdbStore>, and the three wait_for_* methods share one\npoll_until helper. Public API unchanged.",
          "is_bot": false,
          "headline": "refactor(core): generic SharedDb<T> replaces the two LMDB handles (#617)",
          "author_name": "Abdelkader Boudih",
          "author_login": "seuros",
          "committed_at": "2026-07-05T02:37:25Z",
          "body_truncated": false,
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        },
        {
          "oid": "1cd8d31da4c1536be11c4dae0ed61d066e05e87f",
          "body": "…ng & gitignore matcher (#645)\n\n* feat: Zlob walker\n\n* feat: Use outcome gitignore rules\n\n; Conflicts:\n;\tcrates/fff-core/src/file_picker.rs\n;\tcrates/fff-core/tests/scan_correctness_contract.rs\n\n* chore: get rid of ripgrep crates in default build\n\n* refactor: use '/' as canonical internal path separa\n[…]\nop\n\nRemoves several scattered Windows compensations (score.rs fuzzy folds,\nconstraints.rs collect fold) now that stored paths are already '/'.\nrelative_path emitted to Lua is now '/' on all platforms.",
          "is_bot": false,
          "headline": "feat: Significantly faster & better per-platform optimized file walki…",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-07-02T22:39:47Z",
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          "is_coding_agent": false
        },
        {
          "oid": "4ac67d0167b936b028ff22e0ac406c1de8346bc9",
          "body": "…to write a banner (#648)",
          "is_bot": false,
          "headline": "fix(loging): create log file when before the SIGSEGV hook can chance …",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-02T22:38:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d1353757d03737795b2b389329b1b8361e97d95",
          "body": "The preview window hardcoded 'IncSearch' for grep match highlights while\nthe results list uses config.hl.grep_match. Overriding grep_match had no\neffect on the preview, forcing users to override the global IncSearch\ngroup instead.\n\nRefs #646\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(nvim): use configurable grep_match hl in preview (#646) (#647)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-07-02T20:36:35Z",
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          "oid": "3826905a4bbf6bd3ffffe90b5ed5aa475b112ec6",
          "body": null,
          "is_bot": false,
          "headline": "chore(build): be less strict on the zig executable (#643)",
          "author_name": "chpf",
          "author_login": "chpf",
          "committed_at": "2026-07-01T17:36:52Z",
          "body_truncated": false,
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        },
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          "body": "Co-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "chore: regenerate Neovim vimdoc (#640)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-30T05:32:33Z",
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        },
        {
          "oid": "0c40be4a4d80ad25193d854a949c9dab8521e26b",
          "body": null,
          "is_bot": false,
          "headline": "feat(nvim): add layout.border to override winborder (#639)",
          "author_name": "Will Hopkins",
          "author_login": "willothy",
          "committed_at": "2026-06-30T03:46:20Z",
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          "oid": "a0008b1cde4ce8f29cbdf63b52fde1ab7d0f7f6f",
          "body": null,
          "is_bot": false,
          "headline": "feat(nvim): open all multi-selected files on cr (#544)",
          "author_name": "Gabe Shahbazian",
          "author_login": "gshahbazian",
          "committed_at": "2026-06-28T02:45:04Z",
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        {
          "oid": "fce72fa5d6a9be3d7aa94f53a8de1ffd6706f377",
          "body": null,
          "is_bot": false,
          "headline": "fix(nvim): use raw text for highlight in preview (#637)",
          "author_name": "thuan1412",
          "author_login": "thuan1412",
          "committed_at": "2026-06-27T14:44:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a953ab918e9485a2f8ce566ea23030585b885c0",
          "body": "Co-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "chore: regenerate Neovim vimdoc (#636)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-27T05:26:15Z",
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          "is_coding_agent": false
        },
        {
          "oid": "03e1a1a15ea32054c21558f3ae419f05b227680c",
          "body": "* feat: expose follow_symlinks for SDK/MCP/python paths\n\nCloses #627\n\nBumps FFF_CREATE_OPTIONS_VERSION to 2 (append-only).\nAdds --follow-symlinks flag to fff-mcp, follow_symlinks kwarg to the\npyo3 finder, and followSymlinks option to @ff-labs/fff-node. Default\nstays false everywhere; follow_symlinks\n[…]\nhe indexed\ntree has no symlink loops.\n\n* fix build\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>\nCo-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "feat: expose follow_symlinks for SDK/MCP/python paths (#628)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-26T23:58:55Z",
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        },
        {
          "oid": "a1f0c5c151ce6fdd5b795594befc252b3eb03952",
          "body": "* docs(nvim): add visual-mode example for fc keymap (#631)\n\nRefs #631\n\n* feat(api): add live_grep_under_cursor for normal/visual mode\n\n* refactor(nvim): live_grep_under_cursor reads visual region without yank\n\nUse getpos('<)/getpos('>) + getregion() instead of yanking into the v register.\nAvoids tou\n[…]\nisters entirely.\n\n* chore: improve default binding\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>\nCo-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "docs(nvim): add visual-mode example for fc keymap (#631) (#632)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-26T23:26:46Z",
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        },
        {
          "oid": "b55a566da0abfe742c92d3923c9dbbe35b958b9a",
          "body": "* fix(mcp): self-exit after idle timeout to mitigate orphan processes\n\nSome MCP clients (e.g. Claude Code) spawn fff-mcp per session but don't\nclose stdin on session end, leaving orphan processes consuming CPU\n(#633, #497).\n\nAdd an idle watchdog: each tool call bumps a last-activity timestamp, a\nbac\n[…]\not keep the\nprocess alive forever.\n\n* fix: cleanup\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>\nCo-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "fix(mcp): self-exit after idle timeout (prototype for #633) (#634)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-26T23:18:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "957f222da76f120868defdf9e7204309c3800e5e",
          "body": null,
          "is_bot": false,
          "headline": "fix(release): do not skip ci on release artifact commit (#625)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-22T02:25:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "a39fec79cde863b9a3bbc08ecadf56fb93c668eb",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump fff-mcp release artifacts to v0.9.6 [skip ci]",
          "author_name": "dmtrKovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-21T19:15:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "28321da22836b0e11da81e30f40f7a043b8f8fb4",
          "body": null,
          "is_bot": false,
          "headline": "chore: release 0.9.6",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-21T18:48:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "001bfe9220bd78f545ef05022d02527c5debbbd7",
          "body": "closes https://github.com/dmtrKovalenko/fff/issues/616",
          "is_bot": false,
          "headline": "fix: More efficient watching for .git related files (#621)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-21T18:47:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "190de87c645e96f09de0e656c6fbf4a954094b71",
          "body": "* fix(nvim): keep prompt icon when clearing input with cc/S\n\nIn prompt_vim_mode the input bar is a prompt buffer whose prompt icon is\nprotected text at the start of the line. A normal-mode cc/S deletes the\nwhole line including the prompt, so Neovim re-inserts the icon as plain\nliteral text that has \n[…]\nleaves the prompt intact.\n\n* fix(nvim): allow remap of cc/S clear bindings in prompt vim mode\n\nPass remap=true so existing user mappings of cc/S still resolve through\nour handler, per review feedback.",
          "is_bot": false,
          "headline": "fix(nvim): keep prompt icon when clearing input with cc/S (#615)",
          "author_name": "KorigamiK",
          "author_login": "KorigamiK",
          "committed_at": "2026-06-21T17:58:04Z",
          "body_truncated": true,
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        },
        {
          "oid": "8e8b09f2d37882cf48254f8287ab4bf663abecaf",
          "body": "fixes https://github.com/dmtrKovalenko/fff/issues/618",
          "is_bot": false,
          "headline": "fix: Crash on constraint application (#620)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-21T15:36:02Z",
          "body_truncated": false,
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          "oid": "b8e16d884bbef3625db6de13fb02f8a4275ed26d",
          "body": "* fix(nvim): preserve list cursor position on picker resume\n\nResuming a picker wrote the saved query into the input buffer, whose\non_lines callback scheduled on_input_change. That re-ran the search and\nreset the cursor to the first result, discarding the restored position.\n\nSuppress that single on_i\n[…]\nse), so instead of suppressing it, thread the saved cursor\nthrough: restore_from_state stashes it in pending_restore_cursor and the\nre-search restores that position, clamped to the fresh result count.",
          "is_bot": false,
          "headline": "fix(nvim): preserve list cursor position on picker resume (#613)",
          "author_name": "KorigamiK",
          "author_login": "KorigamiK",
          "committed_at": "2026-06-21T15:02:44Z",
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          "body": null,
          "is_bot": false,
          "headline": "chore(ci): Release restrictions on automatic python publishing",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-18T18:20:28Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "chore: bump fff-mcp release artifacts to v0.9.5 [skip ci]",
          "author_name": "dmtrKovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-18T16:49:46Z",
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        },
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          "body": null,
          "is_bot": false,
          "headline": "chore: release 0.9.5",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-18T16:21:34Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "e7b7fe2707ed2349b077846fb5da7102145ef5a0",
          "body": "Co-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "chore: regenerate Neovim vimdoc (#610)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-18T05:46:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "3b5e78c6b0304f468cceeeaa91bb60933647a4b9",
          "body": null,
          "is_bot": false,
          "headline": "feat(nvim): Jump to next file match segment (#595)",
          "author_name": "Jesper Lindeberg",
          "author_login": "Hex4C",
          "committed_at": "2026-06-17T20:00:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5abdfb510b4a59f78ce89d0d21928bdeff1b8958",
          "body": "Co-authored-by Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "fix(scan): pre-arm scanning flag before publishing reindexed picker",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-17T19:38:27Z",
          "body_truncated": false,
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        {
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          "body": null,
          "is_bot": false,
          "headline": "chore: Upgrade frizbee",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-17T19:36:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "e7702b14bd5a09e5c9ed26ceea911c4cba1bd243",
          "body": null,
          "is_bot": false,
          "headline": "perf: Improve fuzzy scoring pipeline",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-17T19:36:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cb77408dc491785612b42c855367ea57bb40db1",
          "body": "Separate out the long/small files using one common branch and make an\noptimized path for >1kb files",
          "is_bot": false,
          "headline": "perf: Reduce branching during the index build phase",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-17T19:36:41Z",
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          "is_coding_agent": false
        },
        {
          "oid": "65832db6d870a0a9a6df3448ef54a888b226a436",
          "body": "* feat(python): migrate Python bindings from ctypes to PyO3\n\n- Add native PyO3 extension in crates/fff-python\n- Replace ctypes wrapper with maturin-built package in packages/fff-python\n- Expose FileFinder, search/glob/directory/mixed/grep APIs and result types\n- Use PyPI package name fff-python (imp\n[…]\nython\n\n* refactor(python): use From trait for core type conversions\n\n* chore: do not run full prebuild of python wheels on PR\n\n---------\n\nCo-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "feat(python): add PyO3-based Python bindings (#600)",
          "author_name": "4fu",
          "author_login": "4fuu",
          "committed_at": "2026-06-17T01:06:42Z",
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        },
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          "oid": "7a8fb85d5b63caf5930c19c2891ec4292d4b0ebc",
          "body": "…(#606)\n\n* feat(picker_ui): add opts.on_submit hook for custom selection action\n\nAllows callers to override the default :edit action when the user picks\nan item, enabling integrations like opening the directory in oil.nvim.\n\nRefs #605\n\n* refactor(picker_ui): dedupe on_submit branch, share history tracking\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(picker_ui): add opts.on_submit hook for custom selection action …",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-16T23:50:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "5f7661a74f999ff804a88ce5a6f8ba6053924cfc",
          "body": "… (#492)",
          "is_bot": false,
          "headline": "fix: use GITHUB_TOKEN in install-mcp.sh to avoid rate limiting (#486)…",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-16T23:45:43Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "feat: enhance cycle forward function (#601)",
          "author_name": "thuan1412",
          "author_login": "thuan1412",
          "committed_at": "2026-06-16T01:05:52Z",
          "body_truncated": false,
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        },
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          "oid": "caf8a31e8406ef7ad4ce59abfea0a9bc4856fdeb",
          "body": "…resume (#602)\n\nAddress review feedback on #438:\n- Collapse last_file_picker_state/last_grep_picker_state/last_closed_mode\n  into a single resume_state table.\n- Drop the fuzzy.get_base_path round-trip in close(); read base_path from\n  the picker config directly.\n- Resuming with an active picker now closes and recreates it instead of\n  bailing with a notify, so users can refresh stale results.\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "refactor(picker_ui): consolidate resume state and recreate on active …",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-15T04:08:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1fba10ccf7c41cb8c95a06404f734a1605af7f91",
          "body": "* feat: resume last picker in refactored picker_ui structure\n\nAdd ability to resume the last closed picker with full state (query,\nresults, cursor, mode) by adapting for the refactored module structure.\n\nIn the coordinator (picker_ui.lua):\n- save_state_and_close() deep-copies picker state before clo\n[…]\n.lua:\n- find_files and live_grep support opts.resume\n- M.resume() public API for :FFFResume command\n\nplugin/fff.lua:\n- :FFFResume user command\n\n* chore: update\n\n* chore: fix lint\n\n* chore: rename func",
          "is_bot": false,
          "headline": "feat(nvim): resume last picker (#405) (#438)",
          "author_name": "thuan1412",
          "author_login": "thuan1412",
          "committed_at": "2026-06-14T18:15:38Z",
          "body_truncated": true,
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          "oid": "733431e068746681cdf392101cadc5692d7f0d88",
          "body": "…496)",
          "is_bot": false,
          "headline": "fix: missing filename header when scrolling up in live_grep (#470) (#…",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-14T04:24:11Z",
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          "oid": "6f18b5ea04572dd60d545f7913ecdd8a2a986b91",
          "body": "Co-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "chore: regenerate Neovim vimdoc (#592)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-14T00:13:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c46ee453e94965e110b18ff8a43eaa97217a744",
          "body": "* fix(pi-fff): persist fff-mode across /reload and session resume\n\nThe /fff-mode command only mutated an in-memory variable that was lost\non /reload and session restart. Now the selected mode is persisted using\ntwo complementary mechanisms:\n\n- process.env.PI_FFF_MODE: survives /reload (process stays\n[…]\nsubsequent reloads\n\nThe \"requires restart\" notice is updated to \"requires /reload\" since\nthat now actually works.\n\n* fix(pi-fff): remove process.env mutation, use appendEntry only for mode persistence",
          "is_bot": false,
          "headline": "fix(pi-fff): persist fff-mode across /reload and session resume (#593)",
          "author_name": "Tom",
          "author_login": "monotykamary",
          "committed_at": "2026-06-13T23:08:51Z",
          "body_truncated": true,
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        },
        {
          "oid": "636cf61103e36b0d3699bc7290ee7b19db08c7ea",
          "body": null,
          "is_bot": false,
          "headline": "Fix typo in README.md regarding projects (#594)",
          "author_name": "Robert Guss",
          "author_login": "robertguss",
          "committed_at": "2026-06-13T23:08:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "cf171e067d99a7ee1298bd3903f14a04addd8b39",
          "body": "Allows to enable file.rs like query prefilter for grep to search in a\nsingle file\n\npartially resolves https://github.com/dmtrKovalenko/fff/issues/512",
          "is_bot": false,
          "headline": "feat(nvim): Expose more configuration for query parsing (#591)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-12T03:14:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "60df2fcb333b6057ad5b274e4104b375b09cbbe6",
          "body": "…g (#578)\n\n* feat(ui): expose select.pre_select_hook for opening selected files\n\nAdd a config-level escape hatch so users can override or disable the\ndefault 'retarget away from non-file buffer' behavior on <CR>. The\ndefault hook reproduces the prior logic (skip when current window has\na special buf\n[…]\nfg` to clear\nthe luacheck shadowing warning that was failing CI lint.\n\nApply README review suggestions from #578.\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(ui): expose select.pre_select_hook to override window retargetin…",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-12T02:57:19Z",
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          "is_coding_agent": false
        },
        {
          "oid": "ec57eb02a679737dbf4f88520a0a79cc62eb1664",
          "body": "* feat(pi-fff): expose enableHomeDirScanning / enableFsRootScanning (#588)\n\nPipe the two FileFinder.create opt-ins through pi flags and env vars so\npi-fff can be used when launched from $HOME or /. Without these, FFF\nrefuses to init and the extension is unusable from those directories.\n\n- --fff-enab\n[…]\nag/env. Root scanning remains opt-in via --fff-enable-root-scan.\n\n* test(pi-fff): drop scanning opt-in flag tests\n\n---------\n\nCo-authored-by: gustav-fff <286169375+gustav-fff@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(pi-fff): expose enableFsRootScanning flag (#588) (#589)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-11T05:06:56Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "chore: bump fff-mcp release artifacts to v0.9.4 [skip ci]",
          "author_name": "dmtrKovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-09T23:46:41Z",
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          "is_bot": false,
          "headline": "chore: Do not add [skip ci] to the release commits",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-09T22:37:10Z",
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          "oid": "7d7910b6ba78ea8406671eaac8cdb5eb9850d9d1",
          "body": null,
          "is_bot": false,
          "headline": "chore: release 0.9.4",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-09T22:35:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d5576e90e55c65632c444a45af9a7239b0d6d5e",
          "body": null,
          "is_bot": false,
          "headline": "fix: bun --compile problem (#586)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-09T22:31:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44ad95b430586965470b01fdc9cf8d455104f47d",
          "body": "* docs: add Homebrew install for fff-mcp (#345)\n\nDocument `brew install jellydn/tap/fff-mcp` as an alternative to the\ncurl/PowerShell installers. Formula lives in jellydn/homebrew-tap and\npulls prebuilt binaries from GitHub releases (v0.9.1).\n\n* ci: notify Homebrew tap on stable releases (#345)\n\nAft\n[…]\nstall time.\nCI bump script still sets version + sha256 from each release.\n\n* fix: Correct the CI to include correct checksums\n\n---------\n\nCo-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "docs: add Homebrew install for fff-mcp (#345) (#571)",
          "author_name": "Dung Duc Huynh (Kaka)",
          "author_login": "jellydn",
          "committed_at": "2026-06-09T21:09:52Z",
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          "is_coding_agent": false
        },
        {
          "oid": "535b44374e02049a5f35d9daebc15f66bba2cfaf",
          "body": "* fix(nvim): keep picker movement responsive\n\n* fixup! fix(nvim): keep picker movement responsive",
          "is_bot": false,
          "headline": "fix(nvim): keep picker movement responsive (#583)",
          "author_name": "Jonas Thowsen",
          "author_login": "JonasThowsen",
          "committed_at": "2026-06-09T17:42:23Z",
          "body_truncated": false,
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        {
          "oid": "648f0168eccd2dbb5e6177e51f01dd80acaa7ed9",
          "body": null,
          "is_bot": false,
          "headline": "chore: Add excitement to the readme",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-08T21:57:02Z",
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          "body": null,
          "is_bot": false,
          "headline": "chore: release 0.9.3",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-06T06:44:39Z",
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          "oid": "c1d155afc04a45703eb38ae873855d666718985c",
          "body": null,
          "is_bot": false,
          "headline": "chore: Remove bun scripts",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-06T06:43:45Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "chore: release 0.9.2",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-06T06:23:38Z",
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        },
        {
          "oid": "0acbd18dce2748b18b0b5c96935c075c2b9d7bb4",
          "body": "…lias (#582)\n\nPR #580 made nightlies publish to a single rolling `nightly` release and set\n`release_tag` to `nightly` for downloads. A pinned or stale install then resolved\nto `nightly` and fetched whatever binary HEAD currently pointed at — an ABI\nmismatch against its own Lua/FFI layer.\n\nRestore pe\n[…]\nnstead\nof the now-per-sha `release_tag`. `current_release_tag` prefers the per-sha tag\nover the `nightly` alias when both point at HEAD.\n\nCo-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "fix(ci): download per-sha nightly binary, keep `nightly` as rolling a…",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-06T06:22:35Z",
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        {
          "oid": "5f8c99dbca236f2f97301f8462f210beee4b5f69",
          "body": null,
          "is_bot": false,
          "headline": "fix(bun sdk): Remove bun from peer dependencies (#581)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-06T05:58:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "4e8f447811dd19aca6a37cd9080c80672afd134e",
          "body": null,
          "is_bot": false,
          "headline": "chore: Reduce nightly release spam (#580)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-06T05:42:39Z",
          "body_truncated": false,
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        {
          "oid": "467aff2f6006fd14800baf9c2113ff61b646a719",
          "body": "Co-authored-by: Dmitriy Kovalenko <dmtr.kovalenko@outlook.com>",
          "is_bot": false,
          "headline": "chore: regenerate Neovim vimdoc (#579)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
          "committed_at": "2026-06-06T05:26:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b27368a0e6cb484d3cbceaa46de3c69260d74d01",
          "body": "Doing more expanding on log and more deliberate sigsegv handling",
          "is_bot": false,
          "headline": "fix(nvim): do not error on home dir scan + improve logging (#575)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-06T04:32:45Z",
          "body_truncated": false,
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          "oid": "f56c38b5b82a88ab9f60fadc654078e28854ae99",
          "body": null,
          "is_bot": false,
          "headline": "Use composable autocomplete provider in pi-fff (#570)",
          "author_name": "LinYS77",
          "author_login": "LinYS77",
          "committed_at": "2026-06-05T00:33:17Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "feat(nvim): Make `move_up` and `move_down` work in normal mode.",
          "author_name": "Karim Mk",
          "author_login": "mkblast",
          "committed_at": "2026-06-04T19:26:24Z",
          "body_truncated": false,
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                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 306,
              "open_issues": 37,
              "closed_issues": 269,
              "issue_closed_ratio": 0.879,
              "closed_unmerged_prs": 70
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "88% of issues closed",
                "points": 41.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 88
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "306/376 decided PRs merged",
                "points": 31.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 306,
                      "decided": 376
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 16/30 approved changesets -- score normalized to 5",
                "points": 7.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "followers": 1753,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "dmtrKovalenko",
              "public_repos": 166,
              "account_age_days": 3829
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,753 followers of dmtrKovalenko",
                "points": 23.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1753,
                      "login": "dmtrKovalenko"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "166 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 166
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "fff-search",
                "fff-grep",
                "@ff-labs/pi-fff",
                "@ff-labs/fff-bun"
              ],
              "ecosystems": "crates, npm",
              "any_deprecated": false,
              "min_days_since_publish": 2
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "4 package(s) on crates, npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 4,
                      "ecosystems": "crates, npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 2 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 2
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "319 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 319
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 89,
        "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": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "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": "25 out of 26 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "filesearch",
                "lua",
                "neovim",
                "neovim-plugin",
                "rust",
                "bun",
                "fff",
                "fzf",
                "grep",
                "nodejs",
                "python"
              ],
              "has_wiki": true,
              "homepage": "https://fff.dmtrkovalenko.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://fff.dmtrkovalenko.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": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 40,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 4
            },
            "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "25 out of 26 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": "Found 16/30 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 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 29 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 not detected",
                "points": 0,
                "status": "missed",
                "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": "38 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "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": 78,
        "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",
                "CLAUDE.md"
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              "agent_instruction_max_bytes": 5781
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            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.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": 72,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "package-lock.json",
                "uv.lock"
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
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                "packages/fff-node/tsconfig.json",
                "packages/fff-python/src/fff/py.typed",
                "packages/pi-fff/tsconfig.json"
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              "agent_commit_share": 0,
              "toolchain_manifests": [
                "Cargo.toml",
                "crates/fff-c/Cargo.toml",
                "crates/fff-core/Cargo.toml",
                "crates/fff-grep/Cargo.toml",
                "crates/fff-mcp/Cargo.toml",
                "crates/fff-nvim/Cargo.toml",
                "crates/fff-python/Cargo.toml",
                "crates/fff-query-parser/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
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                  }
                ],
                "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"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "packages/fff-bun/tsconfig.json, packages/fff-node/tsconfig.json, packages/fff-python/src/fff/py.typed, packages/pi-fff/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "packages/fff-bun/tsconfig.json, packages/fff-node/tsconfig.json, packages/fff-python/src/fff/py.typed, packages/pi-fff/tsconfig.json"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Nix, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "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": 99,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 92979,
              "source_files_sampled": 168,
              "oversized_source_files": 3
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/168 source files over 60KB",
                "points": 54,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 168,
                      "oversized": 3
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch crates package 'fff-c' from its registry",
    "Could not fetch crates package 'fff-mcp' from its registry",
    "Could not fetch crates package 'fff-nvim' from its registry",
    "Could not fetch crates package 'fff-python' from its registry",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index crates:fff-search@0.10.1; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T16:11:05.787859Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dmtrKovalenko/fff.svg",
  "full_name": "dmtrKovalenko/fff",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

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

单项结果在整体记录中的位置: 汇总统计crates.io, npm.