Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 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 Sterne⑂ 387 Forksseit Juli 2025Auf GitHub ansehen ↗

dmtrKovalenko/fff erreicht einen Gesundheitsindex von 75 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (91/100) ab, am schwächsten bei Security (40/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

75
gesamt / 100
Gut

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

75
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

Dmitriy KovalenkoPersönliches Konto
1.753 Follower166 öffentliche Reposseit Jan. 2016@LightsourceAI

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
crates.iofff-search0.10.126.443258vor 2 Tagen
crates.iofff-grep0.10.127.130263vor 2 Tagen
npm@ff-labs/pi-fff0.10.123.821156vor 2 Tagenpipi-packagepi-extensionfffsearchgrepfuzzy-searchai-agent
npm@ff-labs/fff-bun0.10.1138.038319vor 2 Tagenfile-finderfuzzy-searchbunffillm-toolsagent-toolsfastrust

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

91Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
27.7/36Commit-Rhythmus — 40/52 Wochen mit Commits
18/18Commit-Volumen — 411 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 29 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year411
human_commit_share1
days_since_last_push0
active_weeks_last_year40
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 2 Tagen
27/27Release-Rhythmus — ein Release etwa alle 0,5 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count100
latest_release_tagv0.10.1
releases_from_tagsnein
days_since_latest_release2
mean_days_between_releases0,5

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

75Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
60/60Stars — 9.796 Stars
21.6/25Forks — 387 Forks
7.1/15Watcher — 20 Watcher
Verwendete Eingangsdaten
forks387
stars9.796
watchers20
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein
Wie die Bewertung erfolgt
71.1/80Downloads pro Monat — 215.432 Downloads/Monat über crates, npm
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesfff-search, fff-grep, @ff-labs/pi-fff, @ff-labs/fff-bun
dependents
ecosystemscrates, npm
total_downloads166.470
monthly_downloads215.432
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

71Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
8.7/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 61 % der Commits
13.5/13.5Breite der Beitragenden — 82 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled82
top_contributor_share0,613
Wie die Bewertung erfolgt
41.1/46.8Issue-Lösungsquote — 88 % der Issues geschlossen
31.1/38.3PR-Annahme — 306/376 entschiedene PRs gemergt
7.5/15OpenSSF Scorecard: Code-Review — Found 16/30 approved changesets -- score normalized to 5
Verwendete Eingangsdaten
merged_prs306
open_issues37
closed_issues269
issue_closed_ratio0,879
closed_unmerged_prs70
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
23.3/25Reichweite des Inhabers — 1.753 Follower von dmtrKovalenko
25/25Kontohistorie — 166 öffentliche Repos, Kontoalter ca. 10 Jahre
Verwendete Eingangsdaten
followers1.753
owner_typeUser
is_verified
owner_logindmtrKovalenko
public_repos166
account_age_days3.829
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 4 Paket(e) auf crates, npm
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 2 Tagen
20/20Versionshistorie — 319 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesfff-search, fff-grep, @ff-labs/pi-fff, @ff-labs/fff-bun
ecosystemscrates, npm
any_deprecatednein
min_days_since_publish2

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

89Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 9 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — 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
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://fff.dmtrkovalenko.dev/
10/10Repository-Beschreibung
10/10Topics — 11 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsfilesearch, lua, neovim, neovim-plugin, rust, bun, fff, fzf, grep, nodejs, python
has_wikija
homepagehttps://fff.dmtrkovalenko.dev/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

40Gefährdet · 16 % des Gesamtindex

Sicherheitslage

40Gefährdet
Wie die Bewertung erfolgt
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
2.5/2.5Lizenz — 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
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

78Gut · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 100 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes5.781
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — biome.json
11/11Statische Typprüfung — packages/fff-bun/tsconfig.json, packages/fff-node/tsconfig.json, packages/fff-python/src/fff/py.typed, packages/pi-fff/tsconfig.json
10/10Reproduzierbare Umgebung — Nix, lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixja
has_testsja
lockfilesCargo.lock, package-lock.json, uv.lock
has_dockerfilenein
typed_languageja
bootstrap_filesMakefile
has_devcontainernein
has_linter_configja
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
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Rust (statisch typisiert)
54/55Handhabbare Dateigrößen — 3/168 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageRust
largest_source_bytes92.979
source_files_sampled168
oversized_source_files3
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalja
api_schema_files

Eckdaten

9.796GitHub-Sterne
82Mitwirkende
411Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
37offene Issues
crates.io, npmPaket-Ökosysteme

Warnungen zur Datenerhebung

  • 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

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 387 ⇿
0Sterne
387Forks
100Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

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

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).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
Direkte Abhängigkeiten 68
RegistryPaketVersionsvorgabeManifest
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
Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

JSON-Rohbericht maschinenlesbar
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        {
          "tag": "0.10.1-nightly.16a666b",
          "kind": "prerelease",
          "published_at": "2026-07-20T19:15:50Z"
        },
        {
          "tag": "0.10.1-nightly.073698c",
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          "published_at": "2026-07-17T20:56:46Z"
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          "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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          "is_coding_agent": false
        },
        {
          "oid": "93b063b9d266e2e6cb5eb8230374c8853a86d5d5",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a97adaccd82aff1a8dc1a15e3df33bb03d471ce1",
          "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",
          "committed_at": "2026-07-15T21:10:14Z",
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          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
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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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "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,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "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",
          "body_truncated": false,
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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,
          "is_coding_agent": false
        },
        {
          "oid": "e0a9e08a3a6467ebb8d4b2889f1c21c3b36ba3e6",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "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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          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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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        },
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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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          "body": null,
          "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",
          "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
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "oid": "6af60bc5c57971f28d9f167d78ea4e022749178a",
          "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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        },
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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,
          "is_coding_agent": false
        },
        {
          "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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          "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
        },
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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",
          "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,
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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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        },
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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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          "oid": "8da90c6a93eaa1f807478e1eb353a33394901998",
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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",
          "body_truncated": false,
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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",
          "body_truncated": true,
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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,
          "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
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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"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistikencrates.io, npm.