Dicklesworthstone/franken_agent_detection tiene un índice de salud de 59 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (87/100) y la más baja, Engineering Quality (42/100). Se actualizó por última vez hace 1 día. Una sola persona concentra la mayor parte del trabajo reciente.
59
global / 100
Moderado
Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala estandarizada de 1 a 100. El resultado global parte de su media ponderada, calibrada contra la distribución del registro público para que las bandas tengan significado percentil; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe un límite «En riesgo» de 34.
59
Excepcional93-100El nivel más alto del registro (≈ el 5% superior); cumple prácticamente todos los criterios evaluados
Excelente80-92Sólido en todos los frentes; carencias menores
Bueno65-79Saludable; carencias limitadas y manejables
Moderado50-64Aceptable con carencias notables; se recomienda revisión
Débil35-49Debilidades sustanciales en varias áreas
En riesgo20-34Debilidades significativas; su adopción exige cautela
Crítico1-19Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
El resultado global ponderado 56 se calibra a 59 en la escala publicada del índice (calibración del registro 2026-08-02).
3049 seguidores194 repositorios públicosdesde ene 2018
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Tiene un peso deliberadamente pequeño (4%): las herramientas para agentes son una señal real de mantenimiento, pero un repositorio sin ninguna puede alcanzar igualmente 100/100.
Código verificable por tipos — Rust (tipado estático)
38.3/55
Tamaños de archivo manejables — 10/33 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_language
Rust
largest_source_bytes
135.136
source_files_sampled
33
oversized_source_files
10
Datos clave
12estrellas de GitHub
1contribuidores
131commits en los últimos 12 meses
1días desde el último push
5versiones publicadas
1factor bus
0issues abiertas
crates.ioecosistemas de paquetes
Advertencias de recopilación de datos
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
Más detalle
Historial de estrellas y forks 0 ★ / 22 ⇿
0Estrellas
22Forks
5Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 0Menor 0Parche 5
OpenSSF Scorecard 5.0 / 10
5.0agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-31 19:39 UTC
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
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"oid": "1557300b1df8a26abde191dc30b8ef4b6154d7bc",
"body": "Five defects found by adversarial re-review of the kimi/omp connector\nwork (cass#351 follow-up), each with a pinned regression test:\n\n- kimi source_roots: dedup roots by canonical identity so ~/.kimi\n symlinked to ~/.kimi-code (migration shim) or a non-canonical\n KIMI_CODE_HOME spelling cannot sca\n[…]\nthat\n marks a real session directory.\n\nValidation: cargo test --locked --features all-connectors --lib\n(1002 passed), clippy -D warnings clean.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"headline": "fix(kimi,pi_agent): harden fresh-eyes findings from adversarial review",
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"body_truncated": true,
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"oid": "fdabe16d33ad01613f23bef775e4b29e0608d335",
"body": "Fresh-eyes follow-up to 1a25887: the guard test asserted the kimi probe entries but not the new .omp ones, so the omp detection fix could silently regress.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(lib): pin the pi_agent .omp probe roots in the tilde guard",
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"oid": "1a258873315644914e81d637d651673ac9211e3b",
"body": "…-agent transcripts\n\nThe pi_agent connector already scans ~/.omp/agent (Oh My Pi is a\npi-mono derivative sharing the wire format), but two gaps kept an\nomp-only machine invisible in practice:\n\n- Detection is registry-driven, and the pi_agent probe roots only\n listed .pi/agent/sessions — so `cass di\n[…]\n every line fails schema parsing.\n\nexternal_id remains the sessions-relative path, so sub-agent\ntranscripts are collision-free by construction.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(pi_agent): surface Oh My Pi (omp) sessions — probe roots and sub…",
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"oid": "f685a69b9ed77f51f05256dd0e35852e16a7817b",
"body": "…ss#351)\n\nCurrent Kimi Code (0.28+) writes $KIMI_CODE_HOME (default ~/.kimi-code)\nwith sessions/<workDirKey>/<sessionId>/state.json and per-agent\nagents/<agentId>/wire.jsonl transcripts, using a new event envelope\n(turn.prompt, context.append_message, context.append_loop_event carrying\ncontent.part/\n[…]\nso carries the .omp/agent probe-root\nregistry entries for the pi_agent connector — same registry-driven\ndetection gap, landed together; the omp sub-agent transcript matcher\nfollows in the next commit.",
"is_bot": false,
"headline": "feat(kimi): support current Kimi Code CLI layout and event schema (ca…",
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"committed_at": "2026-07-30T01:06:44Z",
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"oid": "f7f384403a3248ab4e67b0bad76ec7cd8e46e0d6",
"body": "…(cass#357)\n\nThe OpenCode connector was the only connector in the crate that appended\nits home/XDG SQLite discovery list unconditionally — even when every\nsupplied ScanRoot was a remote mirror. cass attributes everything a scan\ninvocation returns to that invocation's source, so the local machine's\nc\n[…]\n`now: Time` parameter in 0.3.7+ within the same\n0.3.x line). The committed lock pins 0.3.6; unlocked resolves float to\n0.3.10 and fail to build.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(opencode): never pull local canonical DBs into remote-root scans …",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-07-29T14:32:51Z",
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{
"oid": "6d24c532667aebdf31ecac8a9ddb457bef32b3f7",
"body": null,
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"headline": "fix(grok): satisfy strict clippy provenance flow",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-07-19T23:07:54Z",
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{
"oid": "e90eb77744a67c43381bd61a1ef8d95efc4ae10a",
"body": "…n (cass#328)\n\nFull connector for xAI's official `grok` coding CLI, building on the\ndetection scaffolding already in the inventory. Reads\n$GROK_HOME/sessions/<percent-encoded-cwd>/<session-uuid>/:\n\n- updates.jsonl (ACP session-update stream; the CLI docs call it the\n authoritative conversation log)\n[…]\n(.cwd override and\npercent-decoding), scan-root flexibility, and discovery/scan parity.\n\nRefs: Dicklesworthstone/coding_agent_session_search#328\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"headline": "feat(grok): add Grok Build connector — parser, factory, streaming sca…",
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"body": "Discover both legacy JSON and modern JSONL sessions. Reconstruct event-sourced logs in order, treating each $set.messages array as the authoritative compacted snapshot and appending subsequent bare message records without cloning large snapshots. Preserve valid prefixes across malformed trailing writes and normalize gemini/model turns to assistant plus provider notices to system. Retain legacy JSON behavior and add realistic reseed, role, truncation, and discovery coverage.",
"is_bot": false,
"headline": "fix(gemini): replay current JSONL session logs (#341)",
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"committed_at": "2026-07-17T06:03:28Z",
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"body": "…ite stores (Dicklesworthstone/coding_agent_session_search#313)\n\nThe pi_agent connector previously derived candidate homes only from\nPI_CODING_AGENT_DIR, ~/.pi/agent, ~/.omp/agent, and explicit scan roots,\nand silently gave zero/partial coverage for pi_agent_rust deployments on\nnon-default session s\n[…]\nI_SESSIONS_DIR precedence/coexistence/empty-ignored, custom\n sessions-dir-direct indexing, and V2/SQLite/index-sidecar detection.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "feat(pi_agent): honor PI_SESSIONS_DIR and diagnose unsupported V2/SQL…",
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"body": "Cuts the v0.1.9 release carrying the #13 Codex-connector fix (6d75cff):\nmodern Codex `output_text` assistant messages and `response_item` tool\ncalls/results (`function_call`, `function_call_output`, `custom_tool_call`,\n`custom_tool_call_output`) are now captured instead of silently dropped.\n\nNon-bre\n[…]\nhange\n(`extract_content_part` is private; `flatten_content` signature unchanged).\nBumps Cargo.toml 0.1.8 -> 0.1.9 and documents the fix in CHANGELOG.md.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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"headline": "chore(release): v0.1.9",
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"committed_at": "2026-06-30T04:35:55Z",
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"oid": "6d75cff4ecd4bc7324cd3c0595cafc03fb5a638f",
"body": "…l calls (#13)\n\nModern Codex rollout JSONL (Codex Desktop / Responses-API format) encodes\nassistant text and tool activity in shapes the connector silently dropped.\nVerified against real ~/.codex sessions: response_item payload types observed\nare message/reasoning/function_call/function_call_output/\n[…]\nnd both tool-output results are captured, plus a\nflatten_content output_text unit test. cargo check/clippy(-D warnings)/fmt/test\nall green (715 passed).\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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"headline": "fix(codex): capture modern output_text messages and response_item too…",
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"committed_at": "2026-06-30T00:56:53Z",
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"body": "…is_variant_and)\n\nNewer nightly clippy promotes `manual_is_variant_and` to a `-D warnings` failure\nfor `Result::ok().is_some_and(f)`. Collapse the four pre-existing call sites in\nthe amp/cline/gemini directory probes to `Result::is_ok_and(f)` so\n`cargo clippy --all-targets -- -D warnings` is green again. Behavior-preserving.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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"headline": "fix(clippy): prefer is_ok_and over .ok().is_some_and (nightly manual_…",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-06-26T18:55:43Z",
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"body": "…/coding_agent_session_search#306)\n\nCursor's newer \"Agent\" surface does not use the Composer `state.vscdb`\n(`composerData:*`) store the CursorConnector already reads. It writes clean\nper-session JSONL transcripts at:\n\n ~/.cursor/projects/<url-encoded-project>/agent-transcripts/<sid>/<sid>.jsonl\n\nEa\n[…]\nature-gated under the existing `cursor` feature. Adds 9 unit tests using the\nreporter's documented shape plus malformed/partial/empty/subagent fixtures.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cursor): index Cursor Agent JSONL transcripts (Dicklesworthstone…",
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"committed_at": "2026-06-26T18:55:43Z",
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"oid": "b744a3fc60eb062c08b15a99c822a6280a985bd8",
"body": "Updated compatible third-party dependencies (Cargo.lock only — lockfile is\ngitignored for this library crate; Cargo.toml semver ranges already permit them):\n- chrono 0.4.44 -> 0.4.45 (patch)\n- serde_json 1.0.149 -> 1.0.150 (patch)\n- serial_test 3.4.0 -> 3.5.0 (minor, dev-dep)\n\nfsqlite 0.1.3 -> 0.1.10 deferred — coordinated franken release.\nTests: cargo test --all-features = 949 passed; 0 failed.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "chore(deps): third-party bumps (chrono, serde_json, serial_test)",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-06-18T00:48:48Z",
"body_truncated": false,
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"oid": "77951e8f6d2f223d1d09e20dadc062fe95e0990f",
"body": "…on depth cap\n\nFresh-eyes review fixes:\n- model_from_settings now anchors on \" from \" then the next \" to \", so an\n earlier \" to \" (in a setting name or a non-None prior value) cannot hijack the\n parse and record the wrong model. Falls back to the first \" to \" when no\n \" from \" is present. +2 regr\n[…]\n .system_generated/logs ancestry filter keeps correctness.\n\n28 connector tests pass; clippy --all-targets -D warnings + fmt clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(antigravity): harden model_from_settings parse + raise conversati…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-06-12T01:43:17Z",
"body_truncated": true,
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{
"oid": "8582b48fb49d2eed76b41ee4650b9afba9d4c8d2",
"body": "Adds a transcript-path version-drift guard to the agy connector:\n- AGY_TESTED_VERSIONS registry (currently 1.0.7) — the agy versions whose\n transcript schema the reader was validated against.\n- installed_agy_version() / parse_agy_version() / agy_version_is_tested().\n- warn_if_untested_agy_version()\n[…]\nchema path is N/A — we read the JSONL transcript, not the\nprivate conversations/<uuid>.db. 4 new tests; full lib suite 713 passed.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(antigravity): agy version-compatibility guard (bd-47kjh.2.5)",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-06-11T21:20:17Z",
"body_truncated": true,
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{
"oid": "034906e838b659b498972619aa71225975f2bde2",
"body": "…reader\n\nagy (Antigravity CLI) is Google's successor to the Gemini CLI. It stores\nper-conversation history under ~/.gemini/antigravity-cli/:\n - conversations/<uuid>.db (stock SQLite; undocumented protobuf trajectory/steps)\n - brain/<uuid>/.system_generated/logs/transcript.jsonl (clean JSONL)\n\nTh\n[…]\nte 709 passed; clippy --all-targets -D warnings clean.\n\nImplements F1 of the gmi->agy migration (ACFS beads bd-47kjh.2.1/2.2/2.4).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(connectors): add Antigravity (agy) connector — transcript.jsonl …",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-06-11T20:58:59Z",
"body_truncated": true,
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{
"oid": "947e7f925e5ff00b145e063250f46cea01809ca3",
"body": "- Sort event files by their numeric ordinal, not lexically. OpenHands names\n events event-NNNNN-uuid.json; a string sort only matches timeline order while\n the zero-padding width holds, so past 99,999 events event-100000- sorts before\n event-99999-, reordering messages and orphaning tool results \n[…]\nnt (a source:\"environment\" message carrying a real\n user/assistant role is no longer mislabeled assistant); falls back to source.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(connectors): OpenHands event ordering + role from fresh-eyes review",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-06-04T17:17:23Z",
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"oid": "0437f47edeeb81036a2724c8a70ed166e391197b",
"body": "OpenHands stores conversations as a flat event stream (SystemPromptEvent,\nMessageEvent, ActionEvent, ObservationEvent) rather than a chat transcript.\nThis maps that stream onto the existing message-centric normalized schema\nusing the same synthetic-message convention the Codex connector already uses\n[…]\n\nordering, streaming==scan parity, edge cases).\n\nImplemented independently per project policy (supersedes PR #11; no code copied).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(connectors): add OpenHands connector (#10)",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-06-04T05:15:14Z",
"body_truncated": true,
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},
{
"oid": "a4923d4097899e6e9805cefe67bce70e1b04a289",
"body": "Claude Desktop stores Claude Code session metadata under ~/Library/Application Support/Claude/claude-code-sessions and local-agent-mode-sessions. Those JSON sidecars carry searchable title, workspace, model, permission mode, and session IDs even when the CLI JSONL conversation body has been culled.\n\n[…]\ndecar with the original CLI session.\n\nValidated with cargo fmt --check, cargo check --features connectors, cargo test --features connectors claude_code, and the focused Desktop sidecar metadata tests.",
"is_bot": false,
"headline": "fix(claude): index Desktop sidecar metadata",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-06-03T23:01:25Z",
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"oid": "b2e40e7e45bc8100a9e74a001a0aec73f01830a6",
"body": "Cursor inserts internal marker rows into \\`cursorDiskKV\\` and \\`ItemTable\\`\nwith NULL \\`value\\` (e.g. composer metadata stubs without chat payload).\nThe row mapper called \\`row.get_typed::<String>(1)?\\` which returns\n\\`Err\\` on NULL, the surrounding \\`if let Ok(rows) = ...\\` silently\nswallowed the e\n[…]\nand keeps the row-mapper contract simple.\nRegression tests prove a NULL row beside a valid row no longer masks\nthe valid row in either table.\n\nCloses #8\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cursor): skip NULL-value rows in cursorDiskKV and ItemTable queries",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-05-24T00:20:25Z",
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"body": "…ude-scan-exclusion work\n\nBumps version 0.1.7 -> 0.1.8 and replaces the internal frankensqlite dependency's\ngit+rev pin with its registry version (\"0.1.2\", package fsqlite, optional), so the\ncrate can be published to crates.io. Code is unchanged from a0ce134b (the rev cass\npins), which adds the Grok (xAI) connector and the claude explicit-scan-exclusion fix\non top of the published 0.1.7.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(release): v0.1.8 — registry-publishable build of the Grok + cla…",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-05-20T20:29:00Z",
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"body": null,
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"headline": "fix(claude): support explicit scan exclusions",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-05-16T01:12:30Z",
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"oid": "4a7a64ebef7ab2a25fd98f8999d67a991151b0e0",
"body": "Why: Grok CLI / Grok Build TUI is now a first-class coding agent that\nkeeps its state under ~/.grok/ (sessions, auth.json, hooks). Without it\nin the inventory, callers that loop over KNOWN_CONNECTORS for \"what's\ninstalled on this host?\" miss Grok entirely, and slug-canonicalisation\nreturns Custom(\"g\n[…]\n installs.\n- default_probe_paths_tilde_covers_expected_roots asserts the new roots\n so future refactors don't silently drop Grok.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(detection): add Grok (xAI) to the agent inventory",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-05-15T03:38:47Z",
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"body": null,
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"headline": "chore: release franken-agent-detection 0.1.7",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-05-14T04:02:12Z",
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"headline": "fix: keep claude home fallback with xdg config",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-05-13T13:17:04Z",
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"body": null,
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"headline": "fix: add hermes to detection inventory",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-05-13T08:50:20Z",
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"author_name": "Dicklesworthstone",
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"body": "The Hermes Agent connector landed inside `connectors::hermes::HermesConnector`\nand is registered in the runtime connector list (`connectors::mod.rs:236-237`),\nbut the crate-root re-export was missing — every other gated connector\n(`chatgpt`, `crush`, `cursor`, `goose`, `opencode`) has the matching\n`\n[…]\n(coding_agent_session_search#220) can now\n`use franken_agent_detection::HermesConnector;` instead of reaching\ninto the `connectors::hermes` module path.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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"body": "…licit inputs\n\nThe previous \"fresh-eyes\" pass on the env-var override commit (7e288f4) caught\na real test gap: the relaxed assertion `path_str.contains(\"projects\")` was\n*vacuously* true — every branch of `projects_root()` ends in `/projects`, so\nthe test passed regardless of whether the precedence c\n[…]\n are set to *different*\n values; if precedence ever swaps, accounts get silently cross-routed).\n\nAll 56 claude_code tests pass.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"body": "Closes Dicklesworthstone/coding_agent_session_search#214.\n\nThe Claude Code connector resolved its session root by hardcoding\n`dirs::home_dir().join(\".claude/projects\")`, which silently excluded any\nuser who had redirected Claude Code via its documented env vars:\n\n- `CLAUDE_CONFIG_DIR` — explicit ove\n[…]\nacross parallel tests is unsafe\nin 2024-edition Rust, so we follow the relaxed shape codex.rs already\nuses for the analogous test.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"committed_at": "2026-05-05T23:39:36Z",
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"body": "Replace per-session message lookups with a single ordered query that\ngroups normalized messages by session_id. Previously, each iteration of\nthe session loop issued a fresh SQLite query for messages and another\nfor parts, causing N+1 query amplification on workspaces with many\nOpenCode sessions.\n\nTh\n[…]\nins, and the in-memory layout preserves the\noriginal (time_created ASC) ordering that downstream normalization\nalready depends on.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "perf(opencode): batch-load SQLite messages once per query",
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"headline": "chore: bump frankensqlite rev",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-04-29T15:45:50Z",
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"headline": "deps: bump frankensqlite pin for direct update fast path",
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"author_name": "Dicklesworthstone",
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"oid": "e1f3b84e4e84b35816f6c1ecbab7812134f17d3f",
"body": "1280x640 PNG (370KB) generated from fad_illustration.webp via\ngh-og-share-images skill. Top-aligned crop preserves the\n\"FRANKEN-AGENT DETECTION\" title, the CODEX/CLAUDE/GEMINI provider\ncards on the detective board, the UNKNOWN/DETECTED panels, and the\nFrankenstein detective with magnifying glass.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "add GitHub social preview image",
"author_name": "Jeffrey Emanuel",
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"committed_at": "2026-04-25T17:04:47Z",
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"oid": "ef86cfb6036640fb66ae6011f3609877404ca595",
"body": "…a_dir is already agent storage\n\nPre-existing bug in factory.rs and kimi.rs `scan()`: when\n`ctx.use_default_detection()` was true AND the explicitly-given\n`data_dir` looked like the agent's own session storage, both the\ncaller-provided path AND the platform home fallback (e.g.\n`~/.factory/sessions`)\n[…]\n from 615 passed / 36 failed).\n`cargo clippy --features connectors --all-targets -- -D warnings`\nclean. `cargo fmt --check` clean.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "fix(scan): do not merge data_dir with home fallback when caller's dat…",
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"committed_at": "2026-04-24T21:54:26Z",
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"body": "When both the mapping's `to` prefix ended with a path separator AND\nthe matched `rest` began with one — e.g. PathMapping { from: \"/a\",\nto: \"/b/\" }.apply(\"/a/file\") — the old branch-shape concatenated\nthem verbatim and produced \"/b//file\". The previous code only\ninserted an explicit separator when `f\n[…]\nput and\n asserts the output never contains a doubled separator (guarding\n against future regressions without requiring exhaustive case\n enumeration).\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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"headline": "fix(types): PathMapping::apply emits exactly one separator at the splice",
"author_name": "Dicklesworthstone",
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"oid": "11c7efc3ee61e8bcd88f63bfc743ff2133b2d22e",
"body": "…file\n\nPre-fix: load_encryption_key called fs::read() on the chatgpt key\nfile path with NO check on permissions or symlink status. A\n32-byte AES-256 key file with mode 0644 (world-readable) or 0664\n(group-readable) was loaded silently. SSH refuses to use a private\nkey with mode > 0600 for exactly th\n[…]\nget is a regular 0600 file.\n\nValidation: rch test pass via cass path-dep build, exit=0.\n\nCloses coding_agent_session_search-srzwm.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"headline": "fix(chatgpt,bd-srzwm): refuse permissive modes + symlinks on AES key …",
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"committed_at": "2026-04-24T20:38:31Z",
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"headline": "deps: bump frankensqlite for writable_schema pragma",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-04-23T22:58:32Z",
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"headline": "deps: align frankensqlite rev for cass writable schema",
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"oid": "248455b7ab8d4a44897446ffec64f3493dd9f4ac",
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"headline": "copilot: read workspacePath in legacy history",
"author_name": "Dicklesworthstone",
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"headline": "deps: bump frankensqlite pin (coding_agent_session_search-0x5gm)",
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"committed_at": "2026-04-22T19:43:42Z",
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"oid": "2efc21f74e47fbddcab14e3fd12c6050c1b29dce",
"body": "…rusqlite to frankensqlite\n\nReplace rusqlite with frankensqlite across every SQLite-backed\nconnector, aligning with AGENTS.md RULE 2 (\"NEVER use rusqlite —\nfrankensqlite ONLY\") that was previously satisfied only by the crush\nconnector. This closes the last outstanding rusqlite usages in the\ncrate an\n[…]\nver\nchanges. This also brings the ort/sha2/transitive story in line with\nthe rest of the flywheel: no more rusqlite-bundled libsqlite3 in\nconsumer binaries, one SQLite implementation across the stack.",
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"headline": "deps,refactor(connectors): migrate cursor/opencode/goose/hermes from …",
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"oid": "88756ba9098ae1cbf8014f2456355b56e688df85",
"body": "…be paths\n\ncopilot_cli: Chronicle-format session events (since gh-copilot 0.0.342)\nnest message payloads under a `data` object:\n {\"type\":\"user.message\",\"data\":{\"content\":\"...\"}}\nPrior to this change, extract_content only inspected top-level fields, so\nevery Chronicle events.jsonl produced zero conv\n[…]\nopencode`.\n\nutils: renamed duplicate `mod tests` block so `cargo test --lib` compiles.\n\nCloses cass#187 (parser) and unblocks cass#188 (probe ordering).\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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"committed_at": "2026-04-16T19:07:13Z",
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"oid": "f4f9061fcab3bc0148058a55f0df0ae6e7ba477d",
"body": "…eduplication in scan hot paths\n\nEvery connector's scan loop previously called std::fs::canonicalize() on\nevery discovered session file to build deduplication keys. canonicalize()\nwalks every path component issuing readlink syscalls, which dominates\nwall-clock time during no-op incremental scans whe\n[…]\n eliminating the readlink storm on every scan iteration\n- Tests: regular file path stability, symlink leaf canonicalization (unix)\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
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"oid": "546724a4c41f2b77dd9375e8e4b1f4bb1fdbf634",
"body": "… call, add Path import to AMP\n\nGemini connector: eliminate the add_explicit closure that captured\nmutable state and was called in two places (scan roots loop + data_dir).\nInlining makes control flow more explicit -- the data_dir checks are now\na separate block after the scan roots loop. Same behavi\n[…]\nP connector: add Path to the std::path::{PathBuf} import to supply\nthe type needed for scan root function signatures taking &Path.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
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"headline": "fix(connectors): inline Gemini scan-root closure, qualify Kimi method…",
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"oid": "db94c1fd1a80c0d35815226c954372095f17642d",
"body": "…g ru sweep\n\nIgnore files that are legitimately produced by agent workflows but\nshould never be committed to the repo: NTM session state (.ntm/),\nbeads recovery/vacuum/rebuild snapshots, per-machine IDE MCP client\nconfigs, csplit scratch output, root-level one-off fix/patch/apply\nscripts, ubs/clippy\n[…]\np that left these\nfiles intentionally untracked in the working tree because they were\nclearly ephemeral. Adding them to .gitignore so future git status is\nclean without requiring per-agent discipline.",
"is_bot": false,
"headline": "chore(gitignore): add ephemeral/agent-scratch patterns observed durin…",
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"headline": "Harden copilot conversation parsing",
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"headline": "Fix connector scans and clippy hygiene",
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"headline": "Fix explicit Goose roots for XDG share",
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"headline": "Fix explicit root expansion for XDG config roots",
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"headline": "Handle chatgpt explicit scan roots",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-04-11T04:53:08Z",
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"headline": "Improve cursor explicit scan roots",
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"headline": "Fix explicit roots for gemini and pi-agent",
"author_name": "Dicklesworthstone",
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"headline": "Handle explicit roots for amp and clawdbot",
"author_name": "Dicklesworthstone",
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"committed_at": "2026-04-11T04:24:59Z",
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"oid": "f8b2f9f210a6a0b052b5f8505419bba50d166555",
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"headline": "Fix explicit scan roots for copilot cli and vibe",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-11T04:19:38Z",
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"is_bot": false,
"headline": "Improve explicit scan root handling",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-11T04:11:02Z",
"body_truncated": false,
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{
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"body": null,
"is_bot": false,
"headline": "Handle explicit app root scan paths",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-11T03:51:11Z",
"body_truncated": false,
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},
{
"oid": "5216838b0f444c6df88e989bd8d1059d144e6d64",
"body": null,
"is_bot": false,
"headline": "Harden env override paths",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-11T03:34:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1e0e4815ca68a4480fa07e662dd51618ac97c0a",
"body": null,
"is_bot": false,
"headline": "Scan all explicit Factory/Qwen roots",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-11T00:14:34Z",
"body_truncated": false,
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},
{
"oid": "99c9015054158cf6832d1fb28da64124efa5cffa",
"body": null,
"is_bot": false,
"headline": "Scan all explicit Kimi roots",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-11T00:04:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6cb0c6f03d5ba9e4fda1e11e2e1bed70957dd64a",
"body": null,
"is_bot": false,
"headline": "Harden WSL Cursor username probing",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-10T23:58:34Z",
"body_truncated": false,
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},
{
"oid": "bcf70e9163f657c99ee2988f36169883764c29d1",
"body": null,
"is_bot": false,
"headline": "Merge origin/main",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-10T23:49:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1677d12b7ff442f697bceac2b7ee2b740a09424",
"body": null,
"is_bot": false,
"headline": "Tighten error assertions and path mapping",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-10T23:43:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dd19d156f18d23166324be66f18786a15aa07977",
"body": null,
"is_bot": false,
"headline": "Fix connector scan roots and probe paths",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-10T22:47:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a25374c1ec0d91c43fbca65e6711f8fc045bf20e",
"body": "…n parsing\n\nAdd VS Code Insiders and VSCodium probe paths across all platforms\n(Linux, macOS, Windows) for Cline/Roo-Cline and AMP storage discovery.\nPreviously only VS Code stable and Cursor were probed, missing sessions\nfrom users running Insiders or VSCodium builds.\n\nConnector-specific improvemen\n[…]\nodium variants to default_probe_roots\n and cline_storage_probe_roots_from_home for comprehensive coverage\ntypes.rs: add new field for extended metadata\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(connectors): expand editor variant probe roots and harden sessio…",
"author_name": "Jeffrey Emanuel",
"author_login": null,
"committed_at": "2026-04-10T22:29:39Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7584b514f8f999355bf585c64cccd9c45f931c0c",
"body": "…tation and session_dir hoisting\n\nOpenCode connector:\n- The data_dir→db candidate logic no longer gates the \".db extension\"\n branch on .exists(), preventing a nonexistent user-supplied .db path\n from silently falling through to the directory join path and producing\n a nonsense /path/to/file.db/op\n[…]\nitespace and formatting consistency fixes across claude_code,\n cline, codex, conformance_tests, factory, goose, hermes, and utils\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(connectors): fix opencode .db path inference, pi_agent inden…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-10T20:03:02Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "caf88b4b9c100a2a584704df1a962d4b1bad6618",
"body": "…indsurf and others\n\nSignificantly broadens agent artifact detection coverage:\n\n- Factory: add ~/.factory and ~/.factory/sessions probe roots\n- GitHub Copilot: add VS Code globalStorage/github.copilot-chat paths\n for Linux (~/.config/Code/...), macOS (Library/Application Support/Code/...),\n and Wi\n[…]\nlde coverage across\n all agent slugs with specific path assertions\n- Minor fixes in claude_code.rs, utils.rs, types.rs connectors\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: expand agent probe paths for Factory, Copilot, Cline, Cursor, W…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-10T02:47:19Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "fc280fce0c8d7d0dc1f740a5c6f6ee64dc8cf062",
"body": "…es_from for deterministic testing\n\nRefactor the two candidate-path helpers added in the earlier\n\"feat(connectors): cover multiple opencode + pi_agent\ninstallation layouts (issue #174)\" commit so the environment-\nsensitive parts can be unit-tested deterministically. Tests\nfor the old helpers had to\n[…]\n of paths as before. The refactor is purely to make\nthe candidate enumeration testable without touching global\nenvironment state.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(connectors): extract sqlite_db_candidates_from + default_hom…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-10T02:39:16Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "707a729665e888f20150d952a33b89514cb777a5",
"body": "…outs (issue #174)\n\nExtend the OpenCode and pi-agent connectors so scanning picks up\nevery known installation layout, not just the single canonical\npath each connector originally assumed. Both changes are\nmotivated by issue #174, which reported that users with\nnon-default installs were getting empt\n[…]\ncises a tmp directory containing both\n .pi/agent and .omp/agent fixture files and asserts both are\n discovered in a single scan.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(connectors): cover multiple opencode + pi_agent installation lay…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-10T02:31:22Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "29d9a2ce6e8e64c527db8c1e02fddbe80869708b",
"body": "Adds a new feature-gated connector for Hermes Agent\n(https://github.com/NousResearch/hermes-agent), a multi-platform\ncoding agent that stores sessions in SQLite at $HERMES_HOME/state.db.\n\n- Reads sessions and messages from Hermes's SQLite schema\n- Handles REAL unix timestamps (seconds with fractiona\n[…]\ntion content)\n- Feature-gated behind `hermes` (requires rusqlite + urlencoding)\n- Added to `all-connectors` feature set\n\nCloses #5\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add Hermes Agent connector for SQLite session storage (#5)",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-08T18:44:21Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "93365dde61b06a95d4e5af61a4d197760aa336e9",
"body": "On macOS, dirs::data_local_dir() returns ~/Library/Application Support,\nwhich misses XDG-style installs that place data under ~/.config/opencode/.\nNow storage_root() and sqlite_db_path() also check dirs::config_dir() and\n~/.config/opencode/ as fallback paths.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: add XDG config paths for OpenCode connector on macOS (#146)",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-07T03:55:15Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "9ec0e1ff16e7c266f595afd8e1565da25c7eb8f5",
"body": "…(closes #4)\n\nAdd the XDG config path (~/.config/goose/) as a detection probe since\nthat's where Goose stores config.yaml, enabling detection even before\nany sessions exist. Also sync default_probe_paths_tilde to include all\npaths from default_probe_roots (~/.goose/ was missing).\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(goose): add ~/.config/goose detection probe and sync tilde paths …",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-07T01:49:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "eb61bd7e17c67197d3c6f95d665c08abe271ffc3",
"body": "…tor probe root helper\n\nThree improvements to agent detection probe logic:\n\n1. Amp agent now respects XDG_DATA_HOME environment variable: new\n amp_xdg_probe_root_from_env_value() and amp_xdg_probe_root_from_env()\n functions construct an amp subdirectory from the XDG path, prepending it\n before\n[…]\not_uses_trimmed_env_value\n- amp_xdg_probe_root_rejects_blank_env_value\n- cline_storage_probe_roots_cover_vscode_and_cursor_layouts\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add Amp XDG_DATA_HOME support, Roo-Cline probe paths, and refac…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-04T14:32:34Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7839de39c6f78e35c42f329e7df1edcd0529ce29",
"body": "…valent\n\nAgent name filters (e.g., in PathMapping and PathTrie) previously required\nexact string matches, so \"claude-code\" and \"claude_code\" were treated as\ndifferent agents. This caused path rewriting rules to silently fail when\nthe agent name format varied between configuration and runtime.\n\nAdd a\n[…]\n agent\nname aliases match each other in both directions.\n\nAlso add rust-toolchain.toml pinning the nightly toolchain with rustfmt\nand clippy components.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add agent name normalization to treat hyphens and underscores as equi…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-02T20:25:39Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ba9c5982448b56a7dfa06d68f388a4aa1d79745b",
"body": "Relative path dependency breaks `cargo install --git` and any\ndownstream crate that depends on franken-agent-detection via git,\nsince ../frankensqlite doesn't exist in a standalone checkout.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: use git dep for frankensqlite instead of relative path",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-02T03:36:18Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c5d3273c740d71f6c5f12bf8c3a228e5efd076e0",
"body": "…ion, log message errors\n\nThree correctness fixes from code review:\n- Guard against NaN/Infinity in Real timestamp values (would produce\n epoch-zero or i64::MAX timestamps causing incorrect filtering)\n- Preserve sub-second precision for fractional JSONL timestamps\n (was truncating 1700000000.5 to \n[…]\nog message-level SQLite errors instead of silently swallowing\n them via .flatten() (matches session-level error handling pattern)\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(goose): guard NaN/Infinity timestamps, preserve fractional precis…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-01T03:10:54Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "652573fa9547dc948862b35c780828041540031e",
"body": "Implements a full connector for Block's Goose coding agent:\n\n- SQLite scanning (v1.20+): reads sessions.db with proper schema\n mapping, tool call extraction from content_json, incremental\n scanning via updated_at timestamps\n- Legacy JSONL scanning: parses .jsonl session files for older\n Goose ver\n[…]\n tests covering content parsing, timestamp normalization,\n tool extraction, SQLite and JSONL parsing, and since-filter\n\nCloses #4\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(goose): add Goose connector with SQLite + JSONL support",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-01T03:05:36Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f6238ba86a56cfcd3225d0e4efbdcada1fe8b251",
"body": "The OpenCode connector set source_path to the bare DB path\n(opencode.db) for ALL sessions, making them indistinguishable.\nThis broke the cass sessions→export round-trip: export couldn't\nresolve which session to extract from the DB path alone.\n\nNow follows the Cursor connector pattern: appends the UR\n[…]\nfter updating to re-scan\nOpenCode sessions with the new synthetic paths.\n\nCloses Dicklesworthstone/coding_agent_session_search#149\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(opencode): use unique synthetic source_path per session",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-04-01T03:01:18Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "133e28dfafd4cd61087c2e37fe5527a5e79d908e",
"body": "Codex JSONL files contain event_msg events with type \"tool_call\" that\ncarry structured tool data (name, input/arguments, call_id). These were\nsilently dropped by the catchall match arm, making Codex tool usage\ninvisible to invocation queries.\n\nNow produces assistant messages with NormalizedInvocation for each\ntool_call event, matching the structured extraction done for\nresponse_item content blocks.\n\nAddresses follow-up from comp615 in #2.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(codex): extract invocations from event_msg/tool_call events",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-31T02:49:44Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "fcca20841b84cd57b5fa0ddc75e12b87e88853b3",
"body": "…skill extraction\n\nWhy: Previously, tool and skill usage within agent sessions was only\naccessible by parsing free-text content strings or digging into the\nopaque `extra` JSON blob on each NormalizedMessage. This made it\nimpossible to programmatically answer questions like \"which tools did\nthis sess\n[…]\nisting NormalizedMessage test literals updated to include the\n new `invocations: vec![]` field to satisfy the struct's exhaustive\n construction.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(types+connectors): add NormalizedInvocation for structured tool/…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-31T02:42:04Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "de4508436384ef29dce5334ed0cf393703c77d0a",
"body": "…an roots across Claude Code, Codex, and Gemini\n\nWhen watch-once passes a single file as the scan root, the previous\ncode either fell back to the parent directory or produced inconsistent\nexternal_ids. These changes ensure each connector derives stable,\nhuman-readable external_ids that match the dir\n[…]\neeps_relative_external_id\n\ngemini.rs:\n- rustfmt normalization only: line-wrapping for the looks_like_root\n closure and ScanRoot::local constructor call\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(connectors): improve external_id derivation for explicit-file sc…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-29T02:54:10Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "72c1e0e9879a7202164c458fd689ceda776f266b",
"body": "…d Gemini connectors\n\nBoth connectors previously required directory roots — passing an explicit\nsession file path would fail the looks_like_root check and produce zero\nresults. This blocked the watch-once feature in cass which passes\nindividual changed file paths as scan roots.\n\namp.rs:\n- Update loo\n[…]\niles\n via a read_dir scan\n- New test scan_accepts_explicit_session_file_root verifying that a\n single Gemini session file can be used as the scan root\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(connectors): accept explicit file paths as scan roots for Amp an…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-28T05:52:02Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "bb3e61327b9cfcdea5f2c15e000197374ec7bbbf",
"body": "Replace the rusqlite dependency with frankensqlite for the Crush\nconnector, complying with AGENTS.md Rule 2 (no new rusqlite code).\n\nCargo.toml:\n- Add frankensqlite path dependency (fsqlite crate)\n- Change \"crush\" feature from dep:rusqlite to dep:frankensqlite\n\nsrc/connectors/crush.rs:\n- Replace `ru\n[…]\nhes new return type)\n- Set busy_timeout via `conn.execute(\"PRAGMA busy_timeout = 5000\")`\n instead of the rusqlite-specific `conn.busy_timeout()` method\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(crush): migrate Crush connector from rusqlite to frankensqlite",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-26T22:39:20Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "616ffad1916dcd07fdf714aa9ca5747c4646955f",
"body": "…aths\n\nSort the crush connector's match arms into alphabetical order within\ndefault_probe_roots() and default_probe_paths_tilde(), consistent with\nthe ordering of all other connectors in these functions. The copilot_cli\nentry was between continue and cursor, so crush now sits between\ncopilot_cli and cursor.\n\nNo behavioral change — only reordering of match arm positions.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "style: alphabetize crush connector entries in probe roots and probe p…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-26T02:27:50Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "3921c406246e36e89a6177df50642d38b5701c4a",
"body": "Implements a new connector for Charm's Crush AI coding agent, which\nstores session data in SQLite databases at ~/.crush/crush.db (global)\nand .crush/crush.db (per-project).\n\nSchema support:\n- sessions table: id, title, prompt_tokens, completion_tokens, cost\n- messages table: session_id FK, role, par\n[…]\nconnectors feature set. Registered in the connector\nfactory, slug canonicalization, known connectors list, default probe\nroots, and default probe paths.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(connectors): add Crush connector for Charm's AI coding agent",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-26T02:24:25Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "e31680ec8a2a879af2a2ea7cb0e19fb1cfa62c68",
"body": "…ollisions\n\nSubagent files under different parent sessions share the same basename\n(e.g., agent-a297e09.jsonl), causing UNIQUE constraint failures on\n(source_id, agent_id, external_id). Now uses strip_prefix to derive\na relative path from the scan root, with fallback to filename-only.\n\nCloses Dicklesworthstone/coding_agent_session_search#135\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: use relative path for external_id to prevent subagent filename c…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-25T19:55:07Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e888b8e59900a0dd89c69f2fadf42a8b6e0c5cdd",
"body": "…ectors\n\nReformat multi-line assert! macro calls in should_compact_large_message_extra\nand compact_message_extra_strips_payload tests to match canonical rustfmt\noutput (one argument per line, closing paren on its own line).\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "style: apply rustfmt to test assertions in claude_code and codex conn…",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-24T16:02:37Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "275891030d6b2471526f2f743277c23e3dbe1d62",
"body": "Large Claude Code, Codex, and Gemini session files can carry enormous\nduplicated JSON in every message's `extra` field. When a session file\nexceeds 32 MiB, each connector now replaces the full extra payload with\na compact \"cass\" envelope that retains only the metadata downstream\nconsumers need:\n\n- m\n[…]\ny via `remove(\"messages\")` instead of cloning, reducing\npeak memory for large files.\n\nEach connector and token_extraction gain corresponding unit tests.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: compact per-message extra payloads for large sessions (>=32 MiB)",
"author_name": "Dicklesworthstone",
"author_login": "Dicklesworthstone",
"committed_at": "2026-03-24T15:29:26Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ff2615ac5448a25a3dd594bd1b2c90f4a971c226",
"body": "…nectors\n\nAdd supports_streaming_scan() to the Connector trait (default: false) so\ncallers can distinguish connectors with true callback-based streaming from\nthose that fall back to materializing the full corpus.\n\nConnectors updated:\n- mod.rs: add supports_streaming_scan() default method returning f\n[…]\n\n materializing the full Vec first. Override supports_streaming_scan() = true.\n Add test asserting streaming and batch scan produce identical results.\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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"code": "watchers",
"params": {
"count": 0
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": null,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [],
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"packages": [
"franken-agent-detection"
],
"dependents": null,
"ecosystems": "crates",
"total_downloads": 14653,
"monthly_downloads": 2416
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,416 downloads/month across crates",
"points": 45.1,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2416,
"ecosystems": "crates"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 54,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "weak",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"newcomer_pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 48,
"inputs": {
"merged_prs": 0,
"open_issues": 0,
"closed_issues": 5,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 8,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 42,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "0/8 decided PRs merged",
"points": 0,
"status": "missed",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 0,
"decided": 8
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"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": 75,
"inputs": {
"followers": 3049,
"owner_type": "User",
"is_verified": null,
"owner_login": "Dicklesworthstone",
"public_repos": 194,
"account_age_days": 3131
},
"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": "3,049 followers of Dicklesworthstone",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 3049,
"login": "Dicklesworthstone"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "194 public repos, account ~8 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 194
}
},
{
"code": "account_age_years",
"params": {
"years": 8
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"franken-agent-detection"
],
"ecosystems": "crates",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on crates",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "crates"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "6 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 6
}
}
],
"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": "weak",
"name": "Engineering Quality",
"value": 42,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 30,
"inputs": {
"has_ci": true,
"has_tests": false,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
"coding-agents",
"developer-tools",
"filesystem",
"mcp",
"rust",
"agent-detection"
],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"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": "6 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 6
}
}
],
"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": "moderate",
"name": "Security",
"value": 50,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 50,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5
},
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"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 2 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": "no SAST tool detected",
"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": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "weak",
"name": "AI Readiness",
"value": 45,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.81,
"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": "81 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 81,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 34,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.58,
"toolchain_manifests": [
"Cargo.toml"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Cargo.toml (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "Cargo.toml"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"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": "Rust (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Rust"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "58 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 58,
"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": 83,
"inputs": {
"primary_language": "Rust",
"largest_source_bytes": 135136,
"source_files_sampled": 33,
"oversized_source_files": 10
},
"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": "10/33 source files over 60KB",
"points": 38.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 33,
"oversized": 10
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"metrics_version": "2.2.0"
},
"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": "2026-07-31T19:39:51.705273Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/Dicklesworthstone/franken_agent_detection.svg",
"full_name": "Dicklesworthstone/franken_agent_detection",
"license_state": "standard",
"license_spdx": "MIT"
}
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Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v2.2.0, esquema v0.27.0 — metodología completa · wiki de métricas.
