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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-08-01 02:57 UTC

pratikgajjar / recall

Search your AI chat history across Cursor, Claude Code, Codex, and pi - fast, local, read-only.

GoMIT★ 7 Sterne⑂ 0 Forksseit Mai 2026Auf GitHub ansehen ↗

pratikgajjar/recall erreicht einen Gesundheitsindex von 53 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (70/100) ab, am schwächsten bei Community & Adoption (30/100). Zuletzt vor 1 Tag aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

53
gesamt / 100
Mittel

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.

53
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

pratikPersönliches Konto
32 Follower67 öffentliche Reposseit Dez. 2014

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
Gogithub.com/pratikgajjar/recallv0.6.0-18vor 1 Tag

Metriken nach Kategorie

Vitalität

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

70Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 1 Tagen
4.2/36Commit-Rhythmus — 6/52 Wochen mit Commits
16.1/18Commit-Volumen — 61 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Verwendete Eingangsdaten
commits_last_year61
human_commit_share1
days_since_last_push1
active_weeks_last_year6
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 18 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 1 Tagen
27/27Release-Rhythmus — ein Release etwa alle 6 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count18
latest_release_tagv0.6.0
releases_from_tagsnein
days_since_latest_release1
mean_days_between_releases6

Community & Verbreitung

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

30Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
12.6/60Stars — 7 Stars
0/25Forks — 0 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks0
stars7
watchers0
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

Nachhaltigkeit & Governance

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

59Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
38.2/38.3PR-Annahme — 2/2 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs2
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs0
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
10.9/25Reichweite des Inhabers — 32 Follower von pratikgajjar
25/25Kontohistorie — 67 öffentliche Repos, Kontoalter ca. 11 Jahre
Verwendete Eingangsdaten
followers32
owner_typeUser
is_verified
owner_loginpratikgajjar
public_repos67
account_age_days4.255
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 — 1 Paket(e) auf go
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 1 Tagen
20/20Versionshistorie — 18 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgithub.com/pratikgajjar/recall
ecosystemsgo
any_deprecatednein
min_days_since_publish1

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

63Mittel · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://www.npmjs.com/package/@pratikgajjar/pi-recall
10/10Repository-Beschreibung
0/10Topics
0/10Wiki
Verwendete Eingangsdaten
topics
has_wikinein
homepagehttps://www.npmjs.com/package/@pratikgajjar/pi-recall
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

33Gefährdet · 16 % des Gesamtindex

Sicherheitslage

33Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
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
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3,3

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.

61Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 53 von 61 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,869
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
12.6/18Bootstrap mit einem Befehl — go.mod (Toolchain-Konvention, kein Task-Runner)
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — packages/pi-recall/tsconfig.json
10/10Reproduzierbare Umgebung — lockfile
6.6/10Belegte Agentenpraxis — 2 der letzten 61 Commits von Agenten verfasst oder ihnen zugeschrieben
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_nixnein
has_testsja
lockfilesgo.sum
has_dockerfilenein
typed_languageja
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configspackages/pi-recall/tsconfig.json
agent_commit_share0,033
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Go (statisch typisiert)
55/55Handhabbare Dateigrößen — 0/32 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageGo
largest_source_bytes41.844
source_files_sampled32
oversized_source_files0

Eckdaten

7GitHub-Sterne
1Mitwirkende
61Commits, letzte 12 Monate
1Tage seit letztem Push
18Releases
1Bus-Faktor
0offene Issues
Go, npmPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

OpenSSF Scorecard 3.3 / 10
3.3Gesamtwert

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 · 2026-08-01 02:57 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
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
9Vulnerabilities1 existing vulnerabilities detected
Direkte Abhängigkeiten 4
RegistryPaketVersionsvorgabeManifest
Gogithub.com/bytedance/sonicv1.15.1go.mod
Gogithub.com/goccy/go-jsonv0.10.6go.mod
Gogithub.com/yuin/gopher-luav1.1.2go.mod
Gomodernc.org/sqlitev1.50.1go.mod
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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        {
          "oid": "8be17e8c722f6ab647ebcf8c41d54e735ee8220a",
          "body": "README gains a Tokens and cost section (what each source actually records,\nand that recall carries no price list of its own), a CSV export section,\nand the new stats flags. architecture.md documents the optional usage\nfields a Lua plugin may set, and the estimate fallback when it doesn't.",
          "is_bot": false,
          "headline": "docs: token/cost stats, CSV export, optional plugin usage fields",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-07-30T21:19:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d11bf25abca2cdb9df1d3aff6847abce259ca646",
          "body": "--csv <prefix> writes <prefix>projects.csv and <prefix>models.csv with raw\nunformatted numbers (no 8.2B, no $, no ~) so a spreadsheet can do\narithmetic on them; the estimated flag ships as a column instead. Row caps\nare ignored for export — an export is everything.\n\nAlso: the model table capped at 12 rows (--models N, 0 = all) and the model\nname truncated to 28 chars. Cursor names a best-of-N composer after every\nmodel it ran, which was one 62-char cell padding the column for all 71\nrows.",
          "is_bot": false,
          "headline": "stats: --csv export, cap model rows, truncate model column",
          "author_name": "Pratik",
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          "committed_at": "2026-07-30T08:16:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "f6130c65de860a1dd68a2b02b51a486286b5011a",
          "body": "Two reasons codex showed no model and no cost.\n\n1. turn_context lines never decoded. `summary` is an array of parts on a\n   response_item but a bare string (\"auto\") on a turn_context, and the\n   struct declared []CodexPart — so every one of those lines failed to\n   unmarshal and parse() skipped it w\n[…]\n_percent (a subscription quota), not a\ndollar amount. Only pi (which prices each turn itself) and cursor\n(costInCents) record real money, and recall still never multiplies tokens\nby a rate of its own.",
          "is_bot": false,
          "headline": "fix(codex): decode turn_context, and stop hiding model-less usage",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-07-30T03:50:04Z",
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        {
          "oid": "c9fa17350d7e98757e834fa0719807a59b150325",
          "body": "Sources already record what each session cost; recall was dropping all of\nit on the floor. Capture it and roll it up:\n\n  pi      per-message usage block (input/output/cacheRead/cacheWrite +\n          cost) summed across turns — the same numbers /usage reports\n  codex   token_count events; these are \n[…]\n00 unreadable lines.\n\nAlso adds RECALL_INDEX to point recall at a scratch index. Its absence is\nwhy this change was first tried against the real ~/.recall and broke a\nconcurrently running older build.",
          "is_bot": false,
          "headline": "track model + token usage per session, surface it in stats",
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          "body": "Long sessions survive on disk even after the agent's context compacts.\n--in . resolves to the newest session for this repo, so you can grep what\nwas said hours ago in the session you're sitting in. MCP recall_search\ngains the same via session_id ('.' supported).",
          "is_bot": false,
          "headline": "search inside one session: --in <id>, --in . = current session",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-07-21T07:17:49Z",
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          "oid": "2591f9ca25e5cf37b8a956dc9ee866e1b2942eaa",
          "body": "…alk-up\n\n- ftsTerms keeps user-quoted spans as exact FTS phrases\n- Search tries all-terms AND first (cheap, precise); falls back to OR\n  only on zero hits — query_ms 410 -> 80 on 3.6k sessions\n- --repo/-repo . resolves to enclosing git root; project match includes\n  subdirectories (prefix match)\n- bench.sh fails loudly if --full yields an empty primary metric",
          "is_bot": false,
          "headline": "search: AND-first with OR fallback, quoted phrases, --repo git-root w…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-07-21T07:15:10Z",
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        {
          "oid": "9e6ab8ee0301fb58682b8560f8bd8d9dba34d3d5",
          "body": "…Design header",
          "is_bot": false,
          "headline": "README: fix unclosed Commands fence, sync command list with CLI, add …",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-07-21T07:09:41Z",
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          "oid": "299317de501c55fa9d57d2da9cef5e7029e27242",
          "body": "Multi-word queries were AND-joined, requiring every term in one message, so keyword-style searches returned nothing. OR-join instead; bm25 (ORDER BY rank ASC) already ranks sessions covering the most/rarest terms highest, so an all-terms match sorts to the top. Drops the now-unused AnyTerm option.",
          "is_bot": false,
          "headline": "fix(search): OR-join FTS terms so keyword dumps match any word",
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          "oid": "9187e1699ccba915c1bfdeda589635fabaad4044",
          "body": "The next: footer was gated on len(hits) >= limit, but per-session dedup\nruns after the SQL LIMIT, so a default 'recall <query>' (limit 30) often\nreturns ~10 distinct sessions and the gate suppressed next:. Print next:\nwhenever there's a tmin; keyset paging self-terminates (an exhausted\nolder page returns no hits and thus no footer).",
          "is_bot": false,
          "headline": "fix(pager): always print next: when a time cursor exists",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-20T07:09:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b47395fee7fc56e300eb6b88d1f4359ecb16adbe",
          "body": "Add --after (lower) and --before (upper) time bounds for keyset paging\nthrough history; --since stays as a permanent alias for --after. Bounds\naccept a duration (7d), a raw epoch-ms (paste started_at_ms from --json),\nor YYYY-MM-DD. Fix recent() to honor time bounds (it silently ignored\n--since befor\n[…]\nno header, no time comments) since it rides along in every result; the\nwithin-session hint stays a --range fragment because transcript.go is\nshared by 'recall show' and the recall_transcript MCP tool.",
          "is_bot": false,
          "headline": "feat(pager): --after/--before time bounds + next/prev page footers",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-20T07:01:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7bc6f4c5028381ca98b7580ccf9b1a2cf6db1cfb",
          "body": "Add user/agent-authored tags stored in a session_tags table that ingest\nnever rebuilds, so tags survive 'recall index --full'. CLI follows the\ngit-tag model: 'recall tag <id> <tag>', '-d' to remove, '-l' to list.\nMCP gains recall_tag/recall_untag/recall_tags; the pi extension and skill\nare updated t\n[…]\nand a read-path schema-version guard so an un-migrated index refuses\nrather than returning wrong snippets. Route remaining MCP JSON through\nsonic. Add schema.sql as a sqlite3 .schema reference export.",
          "is_bot": false,
          "headline": "feat(tags): durable session tags + source as a --tag facet",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-20T06:16:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e013a1ae376117dd752483340a30df2bf934e732",
          "body": "…ed default)\n\n`go install` never applies goreleaser ldflags, so the binary reported the\nhardcoded `var version = \"0.1.4\"` placeholder regardless of the tag installed\n(README advertises go install, so users saw a wrong version). Resolve the\nversion at runtime: ldflag-injected value first, else the mo\n[…]\nInfo (e.g. go install @v0.2.6 -> 0.2.6),\nelse \"dev\" for a source build. goreleaser still injects -X main.version, which\nnow takes precedence; var version has no initializer so the linker can patch it.",
          "is_bot": false,
          "headline": "version: report correct version for go install (not the stale hardcod…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-06T20:03:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "341a001558b158c785d0267d87fcc8ce496a221d",
          "body": "…stall)\n\ncursor-agent CLI transcripts are AI chat history like the core four, but were\nonly reachable via an opt-in Lua plugin install. Add CursorAgentAdapter (Go)\nand register it in defaultAdapters() so a fresh install indexes\n~/.cursor/projects agent-transcripts automatically, with the rest.\n\nThe \n[…]\noutput by TestLuaParityCursorAgent (same Go+Lua pattern as\ncursor/claude/codex/pi).\n\nVerified: fresh sandbox with no plugins installed indexes 276 cursor-agent\nsessions / 21290 messages automatically.",
          "is_bot": false,
          "headline": "cursor-agent: promote to built-in adapter (auto-indexes, no plugin in…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-06T18:02:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1252ee312750361f3f9c6b1675279fbac8442b23",
          "body": "* cursor-agent plugin: index ~/.cursor/projects agent-transcripts\n\nThe Cursor Agent CLI writes one JSONL transcript per chat at\n~/.cursor/projects/<slug>/agent-transcripts/<id>/<id>.jsonl, with a shape\ndistinct from the IDE's sqlite KV store the existing `cursor` plugin\ncovers: {\"role\", \"message\":{\"\n[…]\nme-derived\nfields nor st.ended_at, so their behavior is unchanged (parity tests green).\nVerified on real data: clean titles, real started_ms.\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "cursor-agent plugin: index ~/.cursor/projects agent-transcripts (#3)",
          "author_name": "pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-06T17:48:51Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6412e00e9aa35bde4862759170c61f72cd975e73",
          "body": "…mutation)\n\nGRAVE: opening a source DB with the DSN \"path?mode=ro&immutable=1\" does NOT\nopen read-only under modernc/SQLite — without a file: URI prefix those params\nare ignored, the DB opens read-WRITE, and SQLite CHECKPOINTS the WAL on close.\nProven on the real 13GB Cursor state.vscdb: a recall in\n[…]\nhe live -wal, so a scan may miss composers still only\nin Cursors uncheckpointed -wal until Cursor next checkpoints. Correct tradeoff:\nnever touch source data > catching the last few seconds of writes.",
          "is_bot": false,
          "headline": "fix: source SQLite DBs were opened read-write and checkpointed (data …",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-06T17:33:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8e80262622df0ad177ef26c6ba04a0f37e843dab",
          "body": "npm Trusted Publisher for @pratikgajjar/pi-recall is bound to the workflow\nfile .github/workflows/publish-npm.yml. Commit 5293a2e deleted that workflow\nand moved publishing into release.yml, so the OIDC claim workflow_ref stopped\nmatching the trusted publisher -> every npm publish since failed ENEED\n[…]\nsingle package via OIDC (no NPM_TOKEN). Strip\nthe npm steps from release.yml; goreleaser there now only does binaries + brew.\n\nVerified locally: DRY_RUN cross-builds all four arches, host binary runs.",
          "is_bot": false,
          "headline": "ci: restore publish-npm.yml workflow so npm OIDC auth matches",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-06T17:15:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d5979dcb315f8607fe3887590b214dccf6c95ff3",
          "body": "Drop the four @pratikgajjar/recall-bin-* per-platform packages and the\noptionalDependencies wiring. The split (esbuild-style) was overkill for this\nscale and never worked via npm: the recall-bin-* packages were never published\n(brand-new packages cannot use OIDC trusted publishing on first publish),\n[…]\ncarries all platforms (~19MB) instead of one. Fine\nfor a once-installed dev extension, and it removes 4 packages + the publish\nbreakage. bin/ is gitignored (assembled at publish from goreleaser dist).",
          "is_bot": false,
          "headline": "pi-recall: single package bundling all platform binaries",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-06T17:08:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f5e866231c743e55378767b4843f628035db9f76",
          "body": "* docs: declarative adapter architecture for indexing any agent\n\nSurvey the AI-coding-agent landscape (Windsurf, Cline/Roo/Kilo, Continue,\nCopilot CLI, Gemini/Qwen, opencode, Goose, Zed, Aider, Cody, Amp) and show\nthey collapse into four structural shapes (jsonl, json_tree, vscdb, sqlite).\n\nPropose \n[…]\n bit (invariant / safety rationale / non-local behavior) and cut\nthe rest. Also corrected a stale kv block that still claimed full-rescan v1.\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Lua plugin tier: make recall index anything, defined in Lua (#2)",
          "author_name": "pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-06T16:52:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5293a2eb16d9a1030e3984aaf7ad1fc254a306fd",
          "body": "pi install / pi update now ship the matching prebuilt binary in lockstep with\nthe extension — no separate go install / brew. How:\n\n- 4 per-platform npm packages @pratikgajjar/recall-bin-{darwin,linux}-{arm64,x64},\n  each just the GoReleaser-built binary + os/cpu-restricted package.json.\n- pi-recall \n[…]\nCLI (--provenance, npm token auth).\n- Retired the standalone pi-recall-v* OIDC workflow; one v* tag ships\n  CLI release + Homebrew cask + npm bins + extension together.\n\nCLI + pi-recall both -> 0.1.4.",
          "is_bot": false,
          "headline": "Bundle the recall binary with the pi extension (fff-style)",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-03T22:18:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3adad26fc3e84bb116e00a811b2c395323cc5192",
          "body": "A 30k-msg agent loop is ~50% tool messages (in some sessions, 98%). New\n--role flag filters by canonical role bucket, composing with --range and\n--outline. Absolute indices preserved so recall_search hits still map cleanly\nto --range N-5:N+5 regardless of filter.\n\n  recall show <id> --role user,assi\n[…]\nap (caller knows what they want). pi extension\nforwards the flag through. SKILL.md teaches outline-first-with-user-role as\nthe navigation spine for unfamiliar sessions.\n\nCLI v0.1.3 + pi-recall v0.1.2.",
          "is_bot": false,
          "headline": "Role-aware transcripts: --role user|assistant|tool",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-03T21:57:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7b1a5ffde98f1ec1de655850419901ab524b7d29",
          "body": "… 11.5.1+)",
          "is_bot": false,
          "headline": "publish-npm: upgrade npm to latest (OIDC trusted publishing needs npm…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-03T19:13:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "314a13e5c0dfafaa73952a0a624307fc487aa0ad",
          "body": "Extension changes:\n- recall_transcript gains 'range' (Python-style slice) and 'outline' params,\n  mirroring the CLI and MCP server.\n- Default-cap: when neither is set and msg_count > 200, peek at the outline\n  first, then return outline + a one-line note instead of dumping a 25 MB\n  transcript into \n[…]\novenance.\n- Triggers on pi-recall-vX.Y.Z tags so it doesn't collide with the CLI's v*\n  tags. Manual workflow_dispatch also supported.\n\nREADME updates note the slicing surface across MCP / pi / skill.",
          "is_bot": false,
          "headline": "pi-recall v0.1.1: expose range/outline + auto-publish via OIDC",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-03T19:07:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a6e2f121a9251a3ab9e1f5cd06a358669fc3ca7b",
          "body": null,
          "is_bot": false,
          "headline": "v0.1.2",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-03T18:57:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70077c4d36285319164a192e0ecc3abf690d9245",
          "body": "Big sessions (50 of mine have >=1000 msgs; biggest is 30,820 = 25 MB dump) are\nunworkable for LLMs and humans. New navigation primitives, no new vocabulary:\n\n  recall show <id> --outline       # one line per msg: [N] role: first-line\n  recall show <id> --range :100    # first 100\n  recall show <id> \n[…]\n: 'recall show' now accepts flags anywhere (was silently dropping\n'--range -2:' because flag.Parse stopped at the positional session id).\n\nSKILL.md teaches the slicing pattern after a recall_find hit.",
          "is_bot": false,
          "headline": "Paginate transcripts: --range FROM:TO and --outline (Linux-philosophy)",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-03T18:54:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ef4c5ea21271ed8a8f680b09cca8204d3fd47cec",
          "body": null,
          "is_bot": false,
          "headline": "v0.1.1",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-01T21:43:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c1f9c5595223a338c45c47e6c8c191ecc273ad0",
          "body": "Replaces the test-only `var cursorChunk`/`var streamBatch*` globals with\nunexported per-adapter fields (CursorAdapter.chunk, *Adapter.batchSessions)\nthat default when zero. Tests set the field on their own instance — no shared\nmutable state, and the batch size becomes a legitimate per-instance knob.",
          "is_bot": false,
          "headline": "Indexing batch sizes: per-adapter fields, not mutable package globals",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-01T21:43:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7467e9c1d8f193ad8436ce7e0524a095736fd02",
          "body": "Cursor now processes composers in chunks (64) and commits a checkpoint per\nchunk instead of reading the entire 12GB+ state.vscdb into memory and\ncommitting once at the end. The checkpoint gains a 'todo' list of composer ids\nstill pending in an in-progress pass; 'rowid' is only trusted as the complet\n[…]\neached composers,\n- bubbles are no longer all held in RAM at once,\n- incremental (touched-since-rowid) and the legacy {rowid} checkpoint format\n  still work unchanged.\nTest covers mid-provider resume.",
          "is_bot": false,
          "headline": "Resumable, chunked Cursor indexing",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-01T19:08:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1cf2b73b13cbc0d30fa9379bf56c6b1a755b5b95",
          "body": "JSONL adapters (claude/codex/pi) now emit results in batches and commit the\ncheckpoint as they go, instead of buffering a whole provider and committing\nonce at the end. Effects:\n- Resume mid-provider: an interrupted index (Ctrl+C/crash) picks up from the\n  last committed batch rather than re-reading\n[…]\ne public interface (thin wrapper over ScanStream via collectScan),\nso Fetch/tests/MCP refresh are unaffected. Cursor keeps the one-shot path.\nTests cover mid-provider resume and only-new-data rescans.",
          "is_bot": false,
          "headline": "Resumable, batched indexing per provider (StreamingAdapter)",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-06-01T19:00:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9ca6ed0ca06f6ecdfe45126c6a05b1100aa2ce43",
          "body": null,
          "is_bot": false,
          "headline": "docs: add Homebrew install",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T20:18:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "845540a92e6ae8727566627b0a302374e6f3f54b",
          "body": "…nly)",
          "is_bot": false,
          "headline": "changelog: drop author name/email from release notes (sha + message o…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T20:17:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd64781cf75c9690307db17937642f967a1991a8",
          "body": "Publishes a cask to pratikgajjar/homebrew-tap on each release (token from the\nHOMEBREW_TAP_GITHUB_TOKEN secret), with a macOS quarantine-removal postflight.\nAlso: install the skill via 'npx skills add pratikgajjar/recall'.",
          "is_bot": false,
          "headline": "Add Homebrew tap via GoReleaser homebrew_casks",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T20:14:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc2701accca22c2d67f2c4ac18d127198497a0b7",
          "body": "… + pi extension",
          "is_bot": false,
          "headline": "Add 'recall' agent skill (SKILL.md) — third integration alongside MCP…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T20:02:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14d45b2b2da6b35c4840b026f8f3a606fbbf57f1",
          "body": "…ursor, pi)",
          "is_bot": false,
          "headline": "docs: install options + per-harness MCP wiring (Claude Code, Codex, C…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T19:54:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75c7c464fd0e299a0354e2e59b20d3898c6ccaa9",
          "body": "Zero-dependency JSON-RPC 2.0 server over stdio exposing recall_search,\nrecall_transcript, recall_sessions, recall_related to Claude Code, Codex,\nCursor, Cline, and any MCP client. Reuses the local index and keeps it warm\nwith a background refresh (off the request path). Tests cover initialize\n(version echo), tools/list, tools/call, notifications, and unknown-method\nerrors.",
          "is_bot": false,
          "headline": "Add 'recall mcp': stdio MCP server for any harness",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T19:53:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c460a3b64dbea80c1dad2b8020d56befa9c0bbe9",
          "body": "- .goreleaser.yaml: cross-compiled darwin/linux × amd64/arm64 archives +\n  checksums, version injected via -ldflags (version is now a var).\n- release workflow: tag v* -> goreleaser publishes a GitHub Release.\n- ci workflow: go vet + build + race tests on push/PR.\n- install.sh: curl | sh installer that pulls the right release asset.\nVerified: all targets cross-compile (CGO off) and a snapshot release builds.",
          "is_bot": false,
          "headline": "Add GoReleaser release pipeline + install script + CI",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T19:48:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a5a80e4b544bec1f31a1a1822b49c12d3d74549",
          "body": "- Keep WAL during BulkMode (was flipping to MEMORY journal → exclusive lock →\n  SQLITE_BUSY for concurrent searches). Read paths open read-only (query_only)\n  and never bootstrap, so a search never takes a write lock. Add mmap_size,\n  single writer connection, busy_timeout 10s.\n- Only run FTS 'optim\n[…]\ninterrupt.\n- Add per-source index progress output.\n- Tests: concurrent read/write (no SQLITE_BUSY), WAL-stays-on regression guard,\n  read-only guard, legacy checkpoint migration, context cancellation.",
          "is_bot": false,
          "headline": "fix(index): resolve recall index lock, hang, and Ctrl+C",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T07:00:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "10a613bf4b59b607e5cb52acc034e748168c3be7",
          "body": "Self-contained fixtures (built in t.TempDir) for all four sources:\n- cursor: SQLite state.vscdb (cursorDiskKV + workspace mapping), full scan,\n  Fetch ordering, and rowid-watermark incremental.\n- claude/codex/pi: JSONL sessions — full scan, append-only incremental\n  (continuing idx, Append flag), tr\n[…]\n-end ingest invariants: msg_count == FTS rows, no duplicate\n  (session_pk, idx) after append or double full re-ingest, appended content\n  searchable, project filter.\n\ngo test ./... passes, race-clean.",
          "is_bot": false,
          "headline": "Add adapter + ingest tests with sample histories",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T06:16:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f8bab57141dd47daaf8c211695c43bb14a195991",
          "body": null,
          "is_bot": false,
          "headline": "chore(pi-recall): add pi.image gallery metadata for pi.dev",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T06:06:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e274cb2d42b5647ac321ca786a4a874f4367a311",
          "body": "Long-lived extension now refreshes the recall index out-of-band instead of on\nthe query path: an incremental catch-up on session_start and a debounced\nrefresh after each agent_end (the active session file is the only thing\ngrowing, and we know when). Cleared on session_shutdown. Gated by\n--recall-auto-index / RECALL_AUTO_INDEX (default on). Pairs with the CLI's\nappend-only incremental so each refresh is ~tens of ms.",
          "is_bot": false,
          "headline": "pi-recall: keep the index warm in the background",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T06:05:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47c0343c3683a5c76783bf5798b87707deccc0d4",
          "body": "…rror",
          "is_bot": false,
          "headline": "Index DSN: busy_timeout(5000) so concurrent index/search don't lock-e…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T06:03:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9015830ef1ceb9dd519a93ef7c521d36f7b7633b",
          "body": null,
          "is_bot": false,
          "headline": "docs: show pi extension demo screenshot in root README",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T06:03:47Z",
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          "body": "claude/codex/pi now checkpoint per file as {size,mtime,offset,idx,sid} and,\nwhen a session file only grew, seek to the stored byte offset and ingest just\nthe appended lines — bumping msg_count/ended_at instead of deleting and\nre-inserting all FTS rows. A partial trailing line (no newline yet) is left\nunconsumed so it is re-read once complete. Falls back to a full re-read on\nshrink/rewrite. Live-session refresh drops from ~400ms to ~20ms (no-op ~10ms).",
          "is_bot": false,
          "headline": "Append-only incremental ingest for JSONL adapters",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T06:03:04Z",
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        },
        {
          "oid": "ce264e5b4fa74ccef577645b0263b5d6b5beabe6",
          "body": "Adds packages/pi-recall — a pi extension that surfaces the recall index to the\nagent via recall_search, recall_transcript, recall_sessions, and recall_related\ntools, plus /recall-health and /recall-index commands. Shells out to the recall\nbinary (RECALL_BIN / --recall-bin override). Self-contained publishable package\n(@pratikgajjar/pi-recall); root package.json declares the workspace + pi.extensions.",
          "is_bot": false,
          "headline": "feat(pi-recall): pi extension to search past AI chat history",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T06:01:28Z",
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          "is_bot": false,
          "headline": "Remove dead code; add MIT LICENSE",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T05:33:39Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Drop inline comments; neutral example paths and module path",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-30T05:29:51Z",
          "body_truncated": false,
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        },
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          "body": "The aim is that nobody — human or agent — has to reach into\n~/.recall/index.sqlite to answer questions about the chat history.\n\n  recall stats [--source X --since Y --repo P]\n    Aggregated session+message counts by source × project, with totals.\n    Supports --json so agents can pipe into jq.\n\n  re\n[…]\n list.\n\nAlso fixed an over-constrained Related result by adding SearchOpts.AnyTerm,\nwhich switches ftsEscape from AND to OR when called from Related (joining\n6 terms with AND made matches impossible).",
          "is_bot": false,
          "headline": "Two new agent-friendly verbs: recall stats, recall related",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T19:18:07Z",
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          "oid": "233f5e6cab1b44c11bdd572571c0b6f365208e93",
          "body": "Hit / Session / Message structs gained explicit json tags so '--json'\noutput is scriptable with jq. Previously fields like .source returned\nnull because the marshalled name was 'Source'. Schema:\n\n  hit          : session_id, source, source_id, project, title,\n                 started_at_ms, msg_idx, role, snippet, rank\n  session      : source, source_id, project, title, started_at_ms,\n                 ended_at_ms, msg_count, meta (optional)\n  message      : source_id, idx, role, ts_ms, text",
          "is_bot": false,
          "headline": "JSON output: stable snake_case field names",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T19:14:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "b592fb14133a790c3d89e974a2406e70edb13426",
          "body": "Cursor sessions that lean heavily on tool calls produced a wall of\n'## assistant\\n\\n## assistant\\n\\n' headers with no body. Now we emit\none '(empty tool-call bubble)' marker for the first such bubble and\na '(+N more empty …)' line when a content message follows.\n\nThe full message list is unchanged in the JSON form; this is purely a\nmarkdown rendering tweak.",
          "is_bot": false,
          "headline": "recall show: collapse empty tool-call bubbles in transcript output",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T19:13:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "618dd8f7c45890d0e8df071c916b74e4511e79f1",
          "body": "automerge=0 stops SQLite from merging FTS5 b-tree segments after every\nINSERT. With 306k inserts in a fresh build, the saved merge work shaves\n~3s. We then run 'optimize' once when leaving BulkMode so each search\ndoesn't pay the cost of fragmented segments — query_ms actually\nimproved from 32 to 28 ms in this run.",
          "is_bot": false,
          "headline": "FTS5: defer automerge during bulk, optimize once on close",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T19:10:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09efd0573febe48fd6d22d6ed6bd9df9c4a11c67",
          "body": "The harness was printing to stdout only, so any ./bench.sh call without\n| tee -a silently dropped from the log. Now it appends directly and\nechoes. Also backfilled four rows from this session that bench printed\nbut didn't persist: sonic decode swap, all-adapters typed, parallel\nadapter (reverted), b\n[…]\ncremental → 30ms → 10ms (cursor empty-diff fast path)\n  full cold rebuild 130.83s → 95.44s (sonic) → 81.76s (typed all) → 97.88s\n  (current; 11s came from bulk pragmas, +12s from corpus growth and pi)",
          "is_bot": false,
          "headline": "bench.sh: always append to autoresearch.jsonl; backfill missed rows",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T19:05:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f897ec9134c00944f19e3436072ff42b1276424f",
          "body": "Toggle synchronous=OFF, journal_mode=MEMORY, cache_size=256MB while\nrunIndex is active. Safe because the index is disposable — a crash\nmid-ingest just means rerun. After ingest, BulkMode(false) restores the\nsteady-state WAL+NORMAL settings so query-time durability is unchanged.\n\nFair warm-cache A/B \n[…]\nup:\n- Marked the JSON-decode and naive-parallel-adapters experiments as\n  done/reverted with notes on why\n- Added streaming Scan→Ingest pipeline as the prereq for any future\n  parallel-adapter attempt",
          "is_bot": false,
          "headline": "Index: bulk-mode SQLite pragmas during recall index (~11s saved)",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T19:04:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "11444dd176da93f58dcff08162b09a791e8dab9a",
          "body": "The map[string]any parsers in claude/codex/pi were doing 8-12 type\nassertions per event. Replaced each with a concrete struct\n(ClaudeEvent / CodexEvent / PiEvent) plus custom UnmarshalJSON for the\n2-3 polymorphic fields (content can be string-or-array).\n\nWiring:\n  jsonx.go            — single seam f\n[…]\ns  →  37.4s   (-38%)\n  pi phase             39.5s  →  31.0s   (-22%)\n  codex captures 4,629 more msgs (function_call items the old\n  map-based extractor was dropping)\n  incremental rerun stays at 10ms",
          "is_bot": false,
          "headline": "Typed event structs for all adapters; route JSON through sonic",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T03:36:32Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
          "oid": "ba6403a07fb484ff882e2eada7422fc720fbee09",
          "body": "Decoder still has to walk every byte of toolFormerData to find field\nboundaries, so the win is small (~1s on a 60s cursor pass). Kept the\ntyped struct because it makes the intent explicit and removes a\nmap[string]any allocation per bubble. Real win must come from skipping\ntoolFormerData scanning entirely.",
          "is_bot": false,
          "headline": "Cursor: typed struct for bubble decode (marginal win, kept for clarity)",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T03:14:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bfe92b7a265221f977116fafddb1f7a314ba168",
          "body": "The pi harness stores sessions at ~/.pi/agent/sessions/<sanitized-cwd>/\n<ts>_<uuid>.jsonl. First line is type:'session' with {id, timestamp, cwd};\nsubsequent lines are type:'message' wrapping {role, content[]} where\ncontent parts are text / thinking / toolCall / toolResult.\n\nThinking parts are skipp\n[…]\nmessages indexed.\n\ndoctor now iterates defaultAdapters() so any new source shows up\nautomatically; orphans (e.g. an old adapter we deleted) are still listed\nso the user knows the index has stale rows.",
          "is_bot": false,
          "headline": "Add pi adapter; doctor shows all sources dynamically",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T02:00:31Z",
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          "body": null,
          "is_bot": false,
          "headline": "autoresearch: cold-build baseline before json-decode optimization",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T01:57:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "931ce901193e3d77ae834297905138905db5b159",
          "body": "… 1ms)\n\nmapComposersToProjects() opens every ~/Library/Application Support/Cursor/User/\nworkspaceStorage/<hash>/state.vscdb to recover project URIs. That work is only\nneeded if we are about to ingest at least one composer. Defer until after the\ntouched-set check; on a true no-op rerun we now exit wi\n[…]\na read/write.\n\nPer-adapter no-op times: cursor 22ms -> 1ms, total 30ms -> 10ms.\n\nautoresearch: retargeting primary to full_index_seconds (cold builds still\n~80s; Cursor JSON decode is the bottleneck).",
          "is_bot": false,
          "headline": "Cursor: skip workspaceStorage scan on empty incremental diff (22ms ->…",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T01:56:17Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "autoresearch: baseline 30ms incremental (was 80s full)",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T01:54:18Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "2ac74990d131f54b4edcdeff06703e4dc3be92af",
          "body": "Adapter.Scan grew a `prev string` parameter and returns a new opaque\ncheckpoint alongside the diff. Reruns with no source changes complete\nin ~30ms vs ~80s for a full scan (≈2,600x speedup on the hot loop).\n\nPer-source checkpoint shape:\n- claude/codex: JSON map of {file_path: \"size:mtime_ns\"}. Files\n[…]\n 30\n  query_ms              = 24\n  index_size_mb         = 69.4\n  binary_size_mb        = 9.8\n\nautoresearch.md sets the primary metric and rules; autoresearch.ideas.md\ncaptures deferred optimizations.",
          "is_bot": false,
          "headline": "Incremental indexing via per-source checkpoints; recall index --full",
          "author_name": "Pratik",
          "author_login": "pratikgajjar",
          "committed_at": "2026-05-26T01:54:16Z",
          "body_truncated": true,
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        },
        {
          "oid": "5434739a19caee62e140842d6cde5c33270bf999",
          "body": "Adapter interface gained two methods:\n- Fetch(sourceID) returns the untruncated transcript by re-reading the\n  source store on demand. `recall show` and `recall last` now route\n  through Fetch, so piping into another tool sees real conversations\n  instead of 1.5 KB FTS excerpts.\n- OpenURL(sourceID) \n[…]\n given; otherwise the global query was hiding all\nresults when run outside a chat-having repo.\n\nWrapper detection now also strips `<command-name>` and `<local-command-*>`\nboilerplate from title slugs.",
          "is_bot": false,
          "headline": "Full-fidelity transcripts, `recall open`, accurate Claude project paths",
          "author_name": "Pratik",
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          "committed_at": "2026-05-26T01:48:09Z",
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          "oid": "eec73aa709e356b00b2a686e362b2267227d70c1",
          "body": "Three real bugs surfaced once I ran wider queries on live data:\n\n1. Implicit-search (recall <query> --flag) joined flags into the query\n   string. Pass argv through to runFind() so splitFlagsAndArgs() can\n   separate them like it already does for explicit subcommands.\n\n2. Sessions whose body never s\n[…]\nelse.\n   Dedupe by session_id post-query, keeping the best snippet per session.\n\nSmoke-tested on 2,597 indexed sessions: title-only matches now surface,\n--source filter works, no duplicates, sub-10ms.",
          "is_bot": false,
          "headline": "Index titles + project paths in FTS; dedupe hits; fix flags-anywhere",
          "author_name": "Pratik",
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          "is_bot": false,
          "headline": "v0.1: index Cursor / Claude Code / Codex chats into local SQLite FTS5",
          "author_name": "Pratik",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 33,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 3.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
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            "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": "moderate",
        "name": "AI Readiness",
        "value": 61,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.869,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "53 of 61 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 53,
                      "sampled": 61
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "packages/pi-recall/tsconfig.json"
              ],
              "agent_commit_share": 0.033,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
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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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "packages/pi-recall/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "packages/pi-recall/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 61 commits agent-authored or agent-credited",
                "points": 6.6,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 61
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 41844,
              "source_files_sampled": 32,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/32 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 32,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-01T02:57:57.370696Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pratikgajjar/recall.svg",
  "full_name": "pratikgajjar/recall",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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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.

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