Public record
Software health reportschema 0.27.0 · metrics 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 stars⑂ 387 forkssince Jul 2025View on GitHub ↗
#filesearch#lua#neovim#neovim-plugin#rust#bun#fff#fzf#grep#nodejs#python

dmtrKovalenko/fff holds a health index of 75 out of 100, placing it in the Good band. It scores highest on Vitality (91/100) and lowest on Security (40/100). It was last updated today. A single contributor accounts for most of its recent work.

75
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

75
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

Dmitriy KovalenkoPersonal account
1,753 followers166 public repossince Jan 2016@LightsourceAI

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
crates.iofff-search0.10.126,4432582 days ago—
crates.iofff-grep0.10.127,1302632 days ago—
npm@ff-labs/pi-fff0.10.123,8211562 days agopipi-packagepi-extensionfffsearchgrepfuzzy-searchai-agent
npm@ff-labs/fff-bun0.10.1138,0383192 days agofile-finderfuzzy-searchbunffillm-toolsagent-toolsfastrust

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

91Excellent · 22% of overall

Development activity

92Excellent
How it's scored
36/36Push recency — last push 0 days ago
27.7/36Commit cadence — 40/52 weeks with commits
18/18Commit volume — 411 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year411
human_commit_share1
days_since_last_push0
active_weeks_last_year40

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~0.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv0.10.1
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases0.5

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

75Good · 18% of overall

Popularity & adoption

89Excellent
How it's scored
60/60Stars — 9,796 stars
21.6/25Forks — 387 forks
7.1/15Watchers — 20 watchers
Inputs used
forks387
stars9,796
watchers20
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Ecosystem adoption (downloads)

89Excellent
How it's scored
71.1/80Monthly downloads — 215,432 downloads/month across crates, npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesfff-search, fff-grep, @ff-labs/pi-fff, @ff-labs/fff-bun
dependents—
ecosystemscrates, npm
total_downloads166,470
monthly_downloads215,432
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

71Good · 24% of overall

Maintainer resilience (bus factor)

41At risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8.7/22.5Commit distribution — top contributor authored 61% of commits
13.5/13.5Contributor breadth — 82 contributors
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled82
top_contributor_share0.613

Issue & PR responsiveness

80Good
How it's scored
41.1/46.8Issue resolution — 88% of issues closed
31.1/38.3PR acceptance — 306/376 decided PRs merged
7.5/15OpenSSF Scorecard: Code-Review — Found 16/30 approved changesets -- score normalized to 5
Inputs used
merged_prs306
open_issues37
closed_issues269
issue_closed_ratio0.879
closed_unmerged_prs70

Ownership & stewardship

73Good
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
23.3/25Owner reach — 1,753 followers of dmtrKovalenko
25/25Track record — 166 public repos, account ~10 yr old
Inputs used
followers1,753
owner_typeUser
is_verified—
owner_logindmtrKovalenko
public_repos166
account_age_days3,829
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 4 package(s) on crates, npm
35/35Publish recency — latest publish 2 days ago
20/20Version history — 319 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesfff-search, fff-grep, @ff-labs/pi-fff, @ff-labs/fff-bun
ecosystemscrates, npm
any_deprecatedno
min_days_since_publish2

Engineering Quality

Are baseline engineering and documentation practices in place?

89Excellent · 20% of overall

Engineering practices

82Good
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
16/16Linter config — biome.json
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 25 out of 26 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://fff.dmtrkovalenko.dev/
10/10Repository description
10/10Topics — 11 topics
10/10Wiki
Inputs used
topicsfilesearch, lua, neovim, neovim-plugin, rust, bun, fff, fzf, grep, nodejs, python
has_wikiyes
homepagehttps://fff.dmtrkovalenko.dev/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

40At risk · 16% of overall

Security posture

40At risk
How it's scored
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
2.5/2.5License — 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
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4

AI Readiness

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.

78Good · 0% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes5,781

Verify loop (build / test / typecheck)

72Good
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
11/11Lint / format config — biome.json
11/11Static type checking — packages/fff-bun/tsconfig.json, packages/fff-node/tsconfig.json, packages/fff-python/src/fff/py.typed, packages/pi-fff/tsconfig.json
10/10Reproducible environment — Nix, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixyes
has_testsyes
lockfilesCargo.lock, package-lock.json, uv.lock
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
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

Code legibility for models

99Excellent
How it's scored
45/45Type-checkable code — Rust (statically typed)
54/55Manageable file sizes — 3/168 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes92,979
source_files_sampled168
oversized_source_files3

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—

Key facts

9,796GitHub stars
82contributors
411commits, last 12 months
0days since last push
100releases
1bus factor
37open issues
crates.io, npmpackage ecosystems

Data collection 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

More detail

Star and fork history 0 ★ / 387 ⇿
0Stars
387Forks
100Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0100200300400385242025-082026-012026-07
Major 0Minor 2Patch 7
OpenSSF Scorecard 4.0 / 10
4.0aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-23 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
Direct dependencies 68
RegistryPackageVersion constraintManifest
crates.iogit2—crates/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.ioahash—crates/fff-core/Cargo.toml
crates.iorayon—crates/fff-core/Cargo.toml
crates.iosmallvec—crates/fff-core/Cargo.toml
crates.iothiserror—crates/fff-core/Cargo.toml
crates.iotracing—crates/fff-core/Cargo.toml
crates.iofff-query-parser0.9.0crates/fff-core/Cargo.toml
crates.ioblake3—crates/fff-core/Cargo.toml
crates.iodirs—crates/fff-core/Cargo.toml
crates.iolibc0.2crates/fff-core/Cargo.toml
crates.iogit2—crates/fff-core/Cargo.toml
crates.ioglidesort—crates/fff-core/Cargo.toml
crates.ioglobset—crates/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.ioheed—crates/fff-core/Cargo.toml
crates.ioignore—crates/fff-core/Cargo.toml
crates.iomemmap2—crates/fff-core/Cargo.toml
crates.ioneo_frizbee—crates/fff-core/Cargo.toml
crates.ionotify—crates/fff-core/Cargo.toml
crates.ionotify-debouncer-full—crates/fff-core/Cargo.toml
crates.ioparking_lot—crates/fff-core/Cargo.toml
crates.iopathdiff—crates/fff-core/Cargo.toml
crates.ioregex—crates/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.iozlob—crates/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.iomimalloc—crates/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.iotracing—crates/fff-mcp/Cargo.toml
crates.iogit2—crates/fff-mcp/Cargo.toml
crates.ioclap4crates/fff-mcp/Cargo.toml
crates.ioahash—crates/fff-nvim/Cargo.toml
crates.iotracing—crates/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.iogit2—crates/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.iozlob—crates/fff-nvim/Cargo.toml
crates.iofff0.10.1crates/fff-python/Cargo.toml
crates.iofff-query-parser0.10.1crates/fff-python/Cargo.toml
crates.iogit2—crates/fff-python/Cargo.toml
crates.iopyo30.24.0crates/fff-python/Cargo.toml
crates.iozlob—crates/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
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
{
  "data": {
    "repo": {
      "topics": [
        "filesearch",
        "lua",
        "neovim",
        "neovim-plugin",
        "rust",
        "bun",
        "fff",
        "fzf",
        "grep",
        "nodejs",
        "python"
      ],
      "is_fork": false,
      "size_kb": 8325,
      "has_wiki": true,
      "homepage": "https://fff.dmtrkovalenko.dev/",
      "languages": {
        "C": 53139,
        "Lua": 416567,
        "Nix": 4697,
        "Ruby": 1863,
        "Rust": 1608091,
        "Shell": 49538,
        "Python": 50629,
        "Makefile": 14304,
        "JavaScript": 25339,
        "PowerShell": 8811,
        "TypeScript": 368458
      },
      "pushed_at": "2026-07-22T21:49:06Z",
      "created_at": "2025-07-31T22:01:49Z",
      "owner_type": "User",
      "updated_at": "2026-07-23T15:35:16Z",
      "description": "The fastest and the most accurate file search SDK for AI agents, Neovim, Rust, C,  Python, Bun and NodeJS",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust",
        "Lua",
        "TypeScript"
      ]
    },
    "owner": {
      "blog": "https://dmtrkovalenko.dev",
      "name": "Dmitriy Kovalenko",
      "type": "User",
      "login": "dmtrKovalenko",
      "company": "@LightsourceAI",
      "location": "In your node_modules",
      "followers": 1753,
      "avatar_url": "https://avatars.githubusercontent.com/u/16926049?v=4",
      "created_at": "2016-01-27T19:57:58Z",
      "is_verified": null,
      "public_repos": 166,
      "account_age_days": 3829
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.10.1",
          "kind": "patch",
          "published_at": "2026-07-20T23:48:56Z"
        },
        {
          "tag": "0.10.2-nightly.686a849",
          "kind": "prerelease",
          "published_at": "2026-07-20T23:37:45Z"
        },
        {
          "tag": "nightly",
          "kind": "other",
          "published_at": "2026-06-06T05:58:41Z"
        },
        {
          "tag": "0.10.1-nightly.11a0d44",
          "kind": "prerelease",
          "published_at": "2026-07-20T22:59:08Z"
        },
        {
          "tag": "0.10.1-nightly.9dee049",
          "kind": "prerelease",
          "published_at": "2026-07-20T22:16:53Z"
        },
        {
          "tag": "0.10.1-nightly.16a666b",
          "kind": "prerelease",
          "published_at": "2026-07-20T19:15:50Z"
        },
        {
          "tag": "0.10.1-nightly.073698c",
          "kind": "prerelease",
          "published_at": "2026-07-17T20:56:46Z"
        },
        {
          "tag": "0.10.1-nightly.31be224",
          "kind": "prerelease",
          "published_at": "2026-07-16T20:21:08Z"
        },
        {
          "tag": "0.9.7-nightly.a9df55d",
          "kind": "prerelease",
          "published_at": "2026-07-16T20:09:15Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2026-07-16T19:34:35Z"
        },
        {
          "tag": "0.9.7-nightly.42f38ff",
          "kind": "prerelease",
          "published_at": "2026-07-16T16:57:31Z"
        },
        {
          "tag": "0.9.7-nightly.57b6773",
          "kind": "prerelease",
          "published_at": "2026-07-16T01:44:39Z"
        },
        {
          "tag": "0.9.7-nightly.9a637cc",
          "kind": "prerelease",
          "published_at": "2026-07-16T01:23:57Z"
        },
        {
          "tag": "0.9.7-nightly.93b063b",
          "kind": "prerelease",
          "published_at": "2026-07-15T22:39:43Z"
        },
        {
          "tag": "0.9.7-nightly.a97adac",
          "kind": "prerelease",
          "published_at": "2026-07-15T22:17:23Z"
        },
        {
          "tag": "0.9.7-nightly.d1dac82",
          "kind": "prerelease",
          "published_at": "2026-07-15T21:56:09Z"
        },
        {
          "tag": "0.9.7-nightly.63fac0b",
          "kind": "prerelease",
          "published_at": "2026-07-15T05:38:19Z"
        },
        {
          "tag": "0.9.7-nightly.a487120",
          "kind": "prerelease",
          "published_at": "2026-07-15T03:57:03Z"
        },
        {
          "tag": "0.9.7-nightly.44a5b25",
          "kind": "prerelease",
          "published_at": "2026-07-11T16:37:15Z"
        },
        {
          "tag": "0.9.7-nightly.b4590ca",
          "kind": "prerelease",
          "published_at": "2026-07-10T10:03:44Z"
        },
        {
          "tag": "0.9.7-nightly.9c30eda",
          "kind": "prerelease",
          "published_at": "2026-07-10T00:29:26Z"
        },
        {
          "tag": "0.9.7-nightly.1a8ef35",
          "kind": "prerelease",
          "published_at": "2026-07-08T20:07:12Z"
        },
        {
          "tag": "0.9.7-nightly.906b66b",
          "kind": "prerelease",
          "published_at": "2026-07-08T17:53:33Z"
        },
        {
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          "headline": "chore: regenerate Neovim vimdoc (#677)",
          "author_name": "Gustav the Bot",
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          "headline": "feat: Mulitline search (#676)",
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          "author_login": "dmtrKovalenko",
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          "headline": "chore(deps): bump crossbeam-epoch, anyhow, memmap2 for RustSec adviso…",
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          "author_login": "gustav-fff",
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          "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",
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          "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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          "headline": "chore(deps): Bump zlob to 1.6.1 (#663)",
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          "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)",
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          "author_login": "gustav-fff",
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          "headline": "chore(readme): typo on bun package name (#662)",
          "author_name": "Eduardo Santos de Brito",
          "author_login": "EduSantosBrito",
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          "is_bot": false,
          "headline": "chore: Bump frizbee to 0.11 (#658)",
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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",
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          "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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          "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",
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          "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",
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          "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",
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          "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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          "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",
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        {
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          "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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          "headline": "chore(build): be less strict on the zig executable (#643)",
          "author_name": "chpf",
          "author_login": "chpf",
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          "is_bot": false,
          "headline": "chore: regenerate Neovim vimdoc (#640)",
          "author_name": "Gustav the Bot",
          "author_login": "gustav-fff",
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          "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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          "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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          "headline": "fix(nvim): use raw text for highlight in preview (#637)",
          "author_name": "thuan1412",
          "author_login": "thuan1412",
          "committed_at": "2026-06-27T14:44:19Z",
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          "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",
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        {
          "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",
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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",
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        {
          "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",
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          "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",
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          "oid": "28321da22836b0e11da81e30f40f7a043b8f8fb4",
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          "is_bot": false,
          "headline": "chore: release 0.9.6",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-21T18:48:22Z",
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          "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",
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        {
          "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",
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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",
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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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          "oid": "1bb76f6da6872c56ce34df8a2e33e977187be5f9",
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          "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",
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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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          "oid": "797c045aa93e03e3cec3497a76afe7cb0106bdc2",
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          "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,
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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",
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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,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "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",
          "body_truncated": true,
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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
        },
        {
          "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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        },
        {
          "oid": "eb11bb52548120bc3b1795f28fb794276f66d396",
          "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,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
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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",
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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",
          "body_truncated": true,
          "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,
          "is_coding_agent": false
        },
        {
          "oid": "373d240b13c82940e65e92fec04bbce6493e4bd7",
          "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",
          "body_truncated": false,
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          "oid": "4803002d91a7f8c2f895b79fea7594e67ac5633a",
          "body": null,
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "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,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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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",
          "body_truncated": false,
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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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        },
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          "oid": "8da90c6a93eaa1f807478e1eb353a33394901998",
          "body": null,
          "is_bot": false,
          "headline": "chore: release 0.9.2",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-06T06:23:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": false
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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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "oid": "6c7da240d1b07286151bb44c5755e6a769c6ba6f",
          "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,
          "is_coding_agent": false
        },
        {
          "oid": "88dbb84f049ae203161bf7bf0678f107dcd3b73b",
          "body": "…s (#564)\n\n* refactor(picker_ui): split monolithic picker_ui.lua into focused submodules\n\nBreak the ~2535-line picker_ui.lua into 8 modules under lua/fff/picker_ui/:\n- state_manager.lua: pure data store for all picker state\n- ui_creator.lua: buffers, windows, keymaps, autocmds\n- search_manager.lua: \n[…]\nthe guard check).\n\n* feat: rename and create utils in picker_ui\n\n* chore: move list_renderer and combo_renderer\n\n* feat: move grep_renderer and list_renderer\n\n* chore: fix lint\n\n* chore: update readme",
          "is_bot": false,
          "headline": "refactor(nvim): split monolithic picker_ui.lua into focused submodule…",
          "author_name": "thuan1412",
          "author_login": "thuan1412",
          "committed_at": "2026-06-04T19:08:46Z",
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        },
        {
          "oid": "1e055f9d7b94f33a7f393ac95e779bed72650d56",
          "body": null,
          "is_bot": false,
          "headline": "chore: release 0.9.1",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-04T08:26:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4da1a22e140730bf14ff5a4f63859581a7eff300",
          "body": "Vectorize bigram byte normalization (AVX2 on x86_64, auto-vectorized\nscalar elsewhere). Route grep through a P-core-sized, QoS-pinned rayon\npool to avoid E-core drag and VFS-lock contention on asymmetric chips.\nGrow grep chunk size geometrically when the bigram prefilter is weak to\nbound rayon barrier count on large unindexed candidate sets.",
          "is_bot": false,
          "headline": "perf: Optimize arm64 & macos grep & general unindexed grep (#566)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-04T08:25:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ee4ada5129132be4421865ae0d1ad8e0d55c0f8",
          "body": null,
          "is_bot": false,
          "headline": "fix: Error on file update if indexed 0 files (#569)",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-04T07:30:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "a0a93f20934048e2451e2feaad28dfda1af55b5a",
          "body": null,
          "is_bot": false,
          "headline": "chore(ci): Bump the version not bumped automatically",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-03T00:00:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1a1ea6c2c554ab33cf16bdd053a9d5fe4840e10",
          "body": null,
          "is_bot": false,
          "headline": "chore: release 0.9.0",
          "author_name": "Dmitriy Kovalenko",
          "author_login": "dmtrKovalenko",
          "committed_at": "2026-06-02T23:38:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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                    "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"
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              "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",
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                      "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",
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              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
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            "notes": [],
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            "inputs": {
              "topics": [
                "filesearch",
                "lua",
                "neovim",
                "neovim-plugin",
                "rust",
                "bun",
                "fff",
                "fzf",
                "grep",
                "nodejs",
                "python"
              ],
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              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
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                "status": "met",
                "details": [],
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              },
              {
                "key": "documentation_directory",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "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
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
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                "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,
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            },
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
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                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
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              },
              {
                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
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                "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": {}
              }
            ],
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            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
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                "Iran",
                "North Korea"
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              "assessed_self_published_locations": 12
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
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                "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"
              ],
              "agent_instruction_max_bytes": 5781
            },
            "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"
              ],
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              "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"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [
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                "crates/fff-c/Cargo.toml",
                "crates/fff-core/Cargo.toml",
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                "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"
                    }
                  }
                ],
                "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": "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"
                    }
                  }
                ],
                "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": [
                  {
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                    }
                  }
                ],
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              },
              {
                "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"
}

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — crates.io, npm.