vertti/ci-snitch holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (90/100) and lowest on Community & Adoption (30/100). It was last updated 1 day ago. A single contributor accounts for most of its recent work.
62
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
62
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
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.
Manageable file sizes — 0/76 source files over 60KB
Inputs used
primary_language
Go
largest_source_bytes
26,427
source_files_sampled
76
oversized_source_files
0
Key facts
7GitHub stars
1contributors
458commits, last 12 months
1days since last push
29releases
1bus factor
1open issues
Gopackage ecosystems
Data collection warnings
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
Star and fork history 7 ★ / 0 ⇿
7Stars
7Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 7Patch 0
OpenSSF Scorecard 6.3 / 10
6.3aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-22 02:32 UTC
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
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"headline": "Serialize release runs per tag",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T07:18:28Z",
"body_truncated": false,
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{
"oid": "e689873d1c3f52b8098b3e6746e7d57f3b448a49",
"body": "Note F3 premise validation requirement",
"is_bot": false,
"headline": "Merge pull request #179 from vertti/chore/f3-premise-note",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T06:06:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ce1c074fc42fe598135d3198d65b36a870d5fb0",
"body": "workflow_call callees do not create separate runs — their jobs execute\ninside the caller's run — so the claimed caller/callee finding\nduplication only occurs when a callee also runs standalone. Validate\nagainst a real repo before building the M-sized dedup.",
"is_bot": false,
"headline": "Note F3 premise validation requirement",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T06:05:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e70703343fbc896fd4c280f0f002446d718de8a5",
"body": "Annotate regressions with commit context: ci-config vs code",
"is_bot": false,
"headline": "Merge pull request #178 from vertti/feat/changepoint-commit-context",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T06:04:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6d3046810139643305c9c113f9a5c454b64b748",
"body": "Confirmed regressions are enriched post-analysis with their commit's\nchanged-file stats and a classification: ci-config (touched\n.github/workflows/) vs code. A workflow-file change is the first\nsuspect for a CI regression — this labels it immediately instead of\nsending the user to the commit page.\n\n\n[…]\n-14), so\n CI config is the first suspect'; markdown gets a bold CI-config\n marker\n\nThe SHA-keyed SQLite cache from the original sketch is deferred until\nlookup volume ever matters. (ROADMAP F2 + F5)",
"is_bot": false,
"headline": "Annotate regressions with commit context: ci-config vs code",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T06:03:06Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "bb30c81cd90876f5be0097d7db22c38586fd09e3",
"body": "Add --branch-category to separate PR runs from default-branch traffic",
"is_bot": false,
"headline": "Merge pull request #177 from vertti/feat/branch-category",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T05:59:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f764cb375508bb59f3299e6ebcb08e8b141e2e25",
"body": "PR-branch failures (expected during development) and default-branch\nfailures (incidents) carry different signal. --branch-category selects\nruns by trigger event before ALL analysis: pr keeps pull_request runs,\nmain keeps everything else (pushes, schedules, dispatches). Unlike\n--branch it catches eve\n[…]\nth --branch. The --branch/--category\nfilters now share one applyRunFilters seam (also fixes a just-\nintroduced date-layout typo caught in review: 2026-01-02 as a Go time\nlayout). (ROADMAP F4, was 5.4)",
"is_bot": false,
"headline": "Add --branch-category to separate PR runs from default-branch traffic",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T05:58:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "de804cc241a0b8b5c78ffd391b374bfc55f80254",
"body": "Estimate parallelization savings for sequential pipeline stages",
"is_bot": false,
"headline": "Merge pull request #176 from vertti/feat/parallelism-savings",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T05:54:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b9a73bef9f7086d15e0f1dc5c81cb2bdcb8731c",
"body": "For each sequential stage transition, PotentialSavings = min(prev\nduration, stage duration) — the wall-clock upper bound of removing the\nwait (dur(A)+dur(B) -> max(A,B)). Thanks to F8, sequential now means\nthe stage genuinely started after the previous ended, so the estimate\nrests on honest data.\n\nS\n[…]\nute, and the LLM\nbriefing suggests it with 'verify job dependencies first'. No\ndependency guessing from job names — the number is explicitly an upper\nbound, not a recommendation. (ROADMAP F1, was 5.1)",
"is_bot": false,
"headline": "Estimate parallelization savings for sequential pipeline stages",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T05:52:48Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e73f2d0e9194f622e84f55dbe12e3edd619f96d1",
"body": "Exclude re-run attempts from the duration series",
"is_bot": false,
"headline": "Merge pull request #175 from vertti/fix/rerun-duration-pollution",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T05:49:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f9fe0e4abca48d2abd7d8e7d726e33766c33d1a",
"body": "Dedup keeps the latest attempt; for 're-run failed jobs' that attempt's\nwall clock covers only the re-run subset — a 40-minute workflow could\ncontribute a 6-minute 'duration' to the summary, outlier, and\nchangepoint series. preprocess.Run now drops RunAttempt > 1 from the\nduration series with an agg\n[…]\n failure, rerun-tax, and cost analysis (where their\nminutes are real). The full-pipeline test expectation is updated: the\ndeduped attempt-2 run no longer masquerades as a duration sample.\n(ROADMAP F9)",
"is_bot": false,
"headline": "Exclude re-run attempts from the duration series",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T05:48:05Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "72282b290b7b5fee47f12dd7c1c1ae1968933fd0",
"body": "Group pipeline stages by temporal overlap, not start proximity",
"is_bot": false,
"headline": "Merge pull request #174 from vertti/fix/stage-detection-overlap",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T05:45:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ca9950efd5610516f556194dd2484c7dcadf729",
"body": "Jobs joined a stage only if they started within 30s of the stage's\nfirst job. Two failure modes:\n- a matrix fan-out staggered by a constrained runner pool (starts\n minutes apart, all running concurrently) became several fake\n 'sequential' stages, corrupting stage count, critical path,\n parallelis\n[…]\nnd = new stage. This also makes the aggregated\nSequential flag correct by construction — a stage break can only\nhappen once the previous stage finished. Unblocks F1 (parallelism\nsavings). (ROADMAP F8)",
"is_bot": false,
"headline": "Group pipeline stages by temporal overlap, not start proximity",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-16T05:43:51Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "343580cd33115be44738d1c0312421338220b45f",
"body": "Add ci-snitch doctor",
"is_bot": false,
"headline": "Merge pull request #173 from vertti/feat/doctor-command",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:42:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0560085bc2a47344f783f18ae86832d4d4b2623c",
"body": "Validates the environment with one line per check: token resolution,\nGitHub API reachability (reports both rate pools), cache database\nopenable, and git remote detection (informational — not being in a\nrepo is a normal way to run the tool). All checks run even after a\nfailure so the report is complete; any hard failure exits non-zero.\n\nCompletes the H section (H11 stays deliberately deferred).\n(ROADMAP H4, was 7.3)",
"is_bot": false,
"headline": "Add ci-snitch doctor",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:41:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8acb7e214d3119599e81bc2bcaa13d27483a2ae9",
"body": "Hygiene batch 3: README catch-up, refuse Windows in install.sh",
"is_bot": false,
"headline": "Merge pull request #172 from vertti/chore/hygiene-batch-3",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:39:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1eecd1c5b95dfdb8ba3036bdb3630a18c4c3e4e0",
"body": "- H10: README flags table gains --fail-on, --raw-output, and -q; new\n CI-gating section documents exit-code semantics (0 clean, 1 error,\n 2 gate tripped); md alias, shell completion, NO_COLOR documented.\n- H5: install.sh refuses Windows explicitly with a pointer to the\n release zip — the advertised path could never succeed (the archive\n holds ci-snitch.exe; the script assumed /usr/local/bin and sudo).\n\n(ROADMAP H5, H10)",
"is_bot": false,
"headline": "Hygiene batch 3: README catch-up, refuse Windows in install.sh",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:37:36Z",
"body_truncated": false,
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},
{
"oid": "90e50f2b0c52912be5f67862771192b5edec4249",
"body": "Hygiene batch 2: govulncheck in CI, real smoke pipeline, drop redundant step",
"is_bot": false,
"headline": "Merge pull request #171 from vertti/chore/hygiene-batch-2",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:36:38Z",
"body_truncated": false,
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},
{
"oid": "d112183b127ac0b27e13f0877b9e6dbd895265d5",
"body": "…nt step\n\n- H3: 'mise run vuln' (govulncheck) + fatal CI step. The local baseline\n check was blocked by network flakiness; this PR's own CI run is the\n baseline gate — auto-merge cannot fire if it is dirty.\n- H6: smoke hydrates via FetchRunDetailsGraphQL (the production path;\n it exercised only t\n[…]\n run.\n- H8: the 'Test schema migration' CI step re-ran TestMigration already\n covered by 'mise run test'; dropped. The migration unit tests build\n genuine old-schema databases.\n\n(ROADMAP H3, H6, H8)",
"is_bot": false,
"headline": "Hygiene batch 2: govulncheck in CI, real smoke pipeline, drop redunda…",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:34:41Z",
"body_truncated": true,
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},
{
"oid": "31ea2561fa3cd89f9100b7c3f453075764cbea88",
"body": "Hygiene batch 1: gitignore, mise ordering, goreleaser formats, store cleanups",
"is_bot": false,
"headline": "Merge pull request #170 from vertti/chore/hygiene-batch-1",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:30:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d444cad5f1ab5a238e47e0aa48f67dc74820aee6",
"body": "…cleanups\n\n- H1: local/ (untracked scratch with real repo data — one git add -A\n from violating the anonymization rule) and *.out gitignored\n- H2: lint depends on fmt so 'mise run check' can't race the formatter\n against the linter\n- H7: goreleaser 'formats:' replaces the format keys deprecated si\n[…]\nuns_status dropped (its only query is an\n inequality) from schema and existing DBs. Cache read failures now log\n a warning instead of silently degrading to a full re-fetch.\n\n(ROADMAP H1, H2, H7, H9)",
"is_bot": false,
"headline": "Hygiene batch 1: gitignore, mise ordering, goreleaser formats, store …",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:28:39Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "808ea89abbf4ff6943bb47596d950f2ed6cf7f6f",
"body": "Complete truncated GraphQL runs via REST",
"is_bot": false,
"headline": "Merge pull request #169 from vertti/perf/complete-truncated-runs",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:25:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37886e96ed4b04919475515fd4fc2e7a6a6fcb03",
"body": "Runs exceeding the GraphQL page size (>50 jobs or >50 steps per job)\nwere marked truncated, analyzed with partial data, and never cached —\nre-fetched incomplete on every scan.\n\ncompleteTruncated refetches them via REST, which paginates jobs fully\nand embeds complete steps: one bounded REST call per \n[…]\nEST fails, the run stays\ntruncated/uncacheable with the old warning.\n\nSimpler than the originally planned after:-cursor pagination with the\nsame outcome. Completes the P section. (ROADMAP P2, was 4.2)",
"is_bot": false,
"headline": "Complete truncated GraphQL runs via REST",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:23:34Z",
"body_truncated": true,
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},
{
"oid": "a264deaab3202820ad206658c6ce1ce1784f1e53",
"body": "Align listing windows with day boundaries",
"is_bot": false,
"headline": "Merge pull request #168 from vertti/perf/window-alignment",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:20:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c009e3af8d2fb9365fde7172a35f5cfc80d967e",
"body": "P3: windowStart = windowEnd with an inclusive date-only created filter\nput the seam day in BOTH windows — boundary runs were double-listed,\ndouble-hydrated, double-counted by the rate budget, and double-saved\n(~4 duplicated days per default 30d scan). The next window now starts\nthe day after the pre\n[…]\never.\n--since 0d is still rejected (validated before truncation).\n\nLive: two consecutive 7d scans of cli/cli went from a steady '21 to\nfetch' on every run to 808 cached / 0 to fetch.\n(ROADMAP P3 + P4)",
"is_bot": false,
"headline": "Align listing windows with day boundaries",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:18:51Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f9b11d2eacb6534b911c3e6cd10fac50f615f2dd",
"body": "Batch cache hydration: 3 queries instead of ~1500",
"is_bot": false,
"headline": "Merge pull request #167 from vertti/perf/batch-cache-hydration",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:15:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6aabf0b4128dc64cf0abed0f7e964f393ed766ac",
"body": "LoadRunDetails looped LoadRunDetail per run, which looped loadSteps per\njob: a 500-run cached scan issued roughly 1 + 500 + sum(jobs) queries.\n\nLoadRunDetailsByIDs hydrates the requested runs in three IN-clause\nqueries per 500-ID chunk (runs, jobs WHERE run_id IN, steps WHERE\njob_id IN) assembled wi\n[…]\n degrading to a fetch. LoadRunDetails is\nreimplemented on top, so the smoke harness benefits too.\n\nBenchmark (500 runs, 1 job, 2 steps): 13.2ms -> 3.3ms per full load,\n4x faster. (ROADMAP P1, was 4.1)",
"is_bot": false,
"headline": "Batch cache hydration: 3 queries instead of ~1500",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:14:04Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d0fb1063b1c827ec84d195464b60a0771df7041a",
"body": "Add --fail-on CI gating with exit code 2",
"is_bot": false,
"headline": "Merge pull request #166 from vertti/feat/fail-on-gating",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:08:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c221a6633d857b9490e584731df3ad335394e032",
"body": "--fail-on regression,failure-rate>N turns ci-snitch into a CI gate:\nexit 2 when conditions match findings (distinct from 1 = operational\nerror so pipelines can tell 'the data tripped the gate' from 'the tool\nbroke'), with one fail-on: reason per tripped finding on stderr —\nprinted even in quiet mode, since telling CI why is the whole point.\nConditions are validated before any network call.\n\nCompletes the U section. (ROADMAP U6)",
"is_bot": false,
"headline": "Add --fail-on CI gating with exit code 2",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:06:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4013e40aa9f49ab9fc7a452e95134404ad5f1f83",
"body": "Markdown format parity: failures, cost, pipeline, runners, steps",
"is_bot": false,
"headline": "Merge pull request #165 from vertti/feat/markdown-parity",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T14:01:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3f6a19af661c2f658f1e85b4cc685989c0c277d9",
"body": "Markdown rendered only summaries, non-info changepoints, and outliers\nwhile the README markets it for PR comments alongside failure/cost/\npipeline features — all of which were silently missing. Adds Failure\nRates, Cost, Pipeline Structure (with critical-path marker), Runner\nSizing, and Step-Level Timing sections; all names pipe-escaped.\nPrerequisite for the F7 PR-comment bot. (ROADMAP U4)",
"is_bot": false,
"headline": "Markdown format parity: failures, cost, pipeline, runners, steps",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:59:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "318fc8aef83010075fc812fcbe96361a632f4779",
"body": "LLM format: deterministic ordering, caveats, glossary, scoped hints",
"is_bot": false,
"headline": "Merge pull request #164 from vertti/fix/llm-format-quality",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:55:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "592052242879215cf7112f152c0b3e79f5e7033d",
"body": "- categoryBreakdown ties broke on map iteration order and the\n ByConclusion max-pick flapped between runs on identical data — both\n now tie-break lexicographically (pinned by run-50-times tests)\n- new '## Data Caveats' section narrates result diagnostics: an LLM\n acting on the numbers must know w\n[…]\nlow A's docker\n step was attributable to workflow B's same-named job\n- [COST] priorities use the same PriorityScore >= 50 bar as the\n suggestions section instead of unconditional top-3\n\n(ROADMAP U5)",
"is_bot": false,
"headline": "LLM format: deterministic ordering, caveats, glossary, scoped hints",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:54:23Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "8ba5927e411ca614f735a4101256a8839c102604",
"body": "Output polish: nine paper cuts across formatters and CLI",
"is_bot": false,
"headline": "Merge pull request #163 from vertti/fix/output-polish-batch",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:49:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce6c28a4e34130207828799cb3ceb7a5158e4185",
"body": "- fmtDur renders hours as hours ('2h30m', was '150m')\n- pipes escaped in markdown/LLM table names (a job named 'a|b' broke\n the table)\n- JSON emits \"diagnostics\": [] and \"findings\": [] instead of null\n (fixed at the formatter boundary so directly-built results are\n covered too) — null broke jq '.\n[…]\nr (progress, diagnostics, timing)\n- --format gets shell completion values\n- --since 0d and future dates rejected before any API call\n- compactResult comment matches what the code filters\n\n(ROADMAP U7)",
"is_bot": false,
"headline": "Output polish: nine paper cuts across formatters and CLI",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:48:03Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b353b7ff81595930af61d9450ec89724f59dd1b9",
"body": "Record active filters in result meta",
"is_bot": false,
"headline": "Merge pull request #162 from vertti/feat/filter-context-in-meta",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:41:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0911905a560a6f4061b4554b0c9dacfa496cc7b2",
"body": "ResultMeta gains branch/workflow (omitempty) and since. A JSON or LLM\nconsumer comparing two reports could not previously tell whether one\nwas branch- or workflow-scoped — a --branch main report and an\nall-branches report looked interchangeable. (ROADMAP U3)",
"is_bot": false,
"headline": "Record active filters in result meta",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:39:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a9f1f6b541daf6c45c56667e78cf2e1eff785c2",
"body": "Make common failure errors actionable",
"is_bot": false,
"headline": "Merge pull request #161 from vertti/fix/actionable-errors",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:38:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1528c5826cb0ea375f36e23e43b09d9f89c40fcf",
"body": "- 404/401/403 from workflow listing map to guidance: check the\n spelling / private repos need a token with access; token invalid or\n expired (gh auth login); scope or SAML SSO authorization. Previously:\n 'GET https://... 404 Not Found []'.\n- A --workflow filter matching zero workflows errors imme\n[…]\ne no-runs error names an active --workflow filter.\n- The CLI wires a logger into the client so rate-limit sleeps and REST\n fallbacks print instead of hanging silently for up to an hour.\n\n(ROADMAP U2)",
"is_bot": false,
"headline": "Make common failure errors actionable",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:36:36Z",
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"headline": "Merge pull request #160 from vertti/test/formatter-coverage",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T13:31:55Z",
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"body": "Completes T6 (and the T section): richTestResult gains pipeline and\nrunner findings — writePipelineTable and writeRunnerTable were at 0%\ndespite rendering primary features; --raw-output gets a temp-file test\n(valid JSON, briefing points at the file); Progress is tested through\na stderr pipe exercising the real constructor's non-TTY branch with a\nno-ANSI assertion. internal/output 68% -> 78%. (ROADMAP T6)",
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"headline": "Cover pipeline/runner tables, raw-output file, and Progress",
"author_name": "Janne Sinivirta",
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"oid": "133b8664a8b31dae5f43d42270e75587f97e0524",
"body": "Unit-test the GraphQL conversion functions",
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"headline": "Merge pull request #159 from vertti/test/graphql-unit-coverage",
"author_name": "Janne Sinivirta",
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"committed_at": "2026-07-15T13:27:57Z",
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"body": "Completes T2: table tests for parseGraphQLTime (nil/empty/garbage\ndegrade to zero time), graphqlConclusion (uppercase enum -> REST\nlowercase, nil for in-progress), convertGraphQLJobs (IDs, parent run\nID, status normalization, steps), and truncateBody. Together with the\nD4-D8 behavior tests, internal/github goes from 42% at review time\n(graphql.go at 0%) to 87.5%. (ROADMAP T2)",
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"headline": "Unit-test the GraphQL conversion functions",
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"body": "Add race detector to CI; test auth bootstrap and subprocess helper",
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"headline": "Merge pull request #158 from vertti/test/race-ci-auth-exec",
"author_name": "Janne Sinivirta",
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"committed_at": "2026-07-15T13:25:32Z",
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"body": "T4: mise run test-race task + CI step — the client runs bounded-\nconcurrency goroutines and errgroup fan-outs; the race suite passed\nlocally throughout the fix wave but nothing kept it that way.\n\nT5: internal/system and the auth bootstrap were at 0% coverage despite\nbeing the first code every real i\n[…]\nd happy paths\nvia fake gh scripts on PATH; exec_test covers stdout/not-found/stderr/\ntimeout. Deadline kills now report 'timed out' instead of the opaque\n'signal: killed' (red-first). (ROADMAP T4, T5)",
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"body": "Analyzer labeling hygiene: six small correctness fixes",
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"headline": "Merge pull request #157 from vertti/fix/analyzer-labeling-hygiene",
"author_name": "Janne Sinivirta",
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"body": "Completes A14 (and with it the entire A section):\n\n- skipped runs excluded from the failure-rate denominator (they never\n executed; path-filtered workflows produce many, deflating real rates)\n- 'neutral' is a deliberate non-failing conclusion, no longer a failure\n- FailureKind is 'unknown' when the\n[…]\nnt fallback 4 -> 3 (current arm64 runners)\n- step-timing sort keyed per (workflow, job); JobCostBreakdown splits\n SelfHostedMinutes out of a field named billable_minutes\n\n(ROADMAP A14, analyzer half)",
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"headline": "Analyzer labeling hygiene: six small correctness fixes",
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"body": "Fix tie handling and discreteness in Mann-Whitney p-values",
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"headline": "Merge pull request #156 from vertti/fix/stats-hygiene",
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"body": "Three hygiene fixes in the significance machinery (stats half of A14):\n\n- The exact path enumerated rank positions 1..n as if the data were\n untied, while the observed U used average ranks. Second-resolution CI\n durations tie constantly, and the mismatch was anti-conservative:\n measured p=0.31 wh\n[…]\n (U is discrete).\n\nNot adopted: tie-corrected sigma for the normal path — needs both\nsegments >20 runs with heavy ties (rare) and corrects in the\nmore-significant direction. (ROADMAP A14, stats half)",
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"headline": "Fix tie handling and discreteness in Mann-Whitney p-values",
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"body": "…mples\n\nCompare failure trend against the prior period; gate volatility labels on sample size",
"is_bot": false,
"headline": "Merge pull request #155 from vertti/fix/trend-and-volatility-small-sa…",
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"author_login": "vertti",
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"body": "…s on sample size\n\nA11: recentRate (last 7d) was compared against the overall rate that\nINCLUDES those 7 days, halving the observable signal (a 12%->20%\nweek-over-week rise diluted to +0.04, under the 0.05 trigger), and with\n--since 7d the two windows were identical so the trend was structurally\nalw\n[…]\nords the release-verification gate in the roadmap (workflow\nconclusion must be success; release-page existence is not a signal —\nlearned from the v0.24.0/v0.25.0 tap-push failures). (ROADMAP A11, A12)",
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"headline": "Compare failure trend against the prior period; gate volatility label…",
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"body": "Price each run by its own labels in cost accumulation",
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"headline": "Merge pull request #154 from vertti/fix/per-run-cost-multiplier",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T09:41:21Z",
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{
"oid": "5e565d3aec1e12cacd95eb089b767f256b04a3fc",
"body": "jobCosts froze multiplier/isSelfHosted from the first run encountered\n(in map iteration order, not even chronological): a job migrated\nmid-window — e.g. ubuntu-latest to self-hosted — had every run priced\nat whichever variant happened to be seen first, either billing free\nself-hosted minutes or zeroing out billable ones.\n\nIsSelfHosted/LookupMultiplier now run per run; the job breakdown's\ndisplayed multiplier tracks the most recent run by CreatedAt.\n(ROADMAP A13)",
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"headline": "Price each run by its own labels in cost accumulation",
"author_name": "Janne Sinivirta",
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"body": "Apply Benjamini-Hochberg correction across change-point p-values",
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"headline": "Merge pull request #153 from vertti/fix/bh-correction",
"author_name": "Janne Sinivirta",
"author_login": "vertti",
"committed_at": "2026-07-15T09:39:23Z",
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"oid": "7c6cb7a77b57e16e81ba6439a273050137b54593",
"body": "One Mann-Whitney test per change point across dozens of jobs at\nalpha=0.05 guarantees ~1 false 'significant regression' per 20 stable\njobs — statistically inevitable noise presented as findings.\n\nstats.BenjaminiHochberg converts the batch's p-values to FDR-adjusted\nq-values in post-processing; findi\n[…]\nQValue is\nexported in ChangePointDetail JSON.\n\nLive validation on cli/cli: 6 of 52 change points had raw p < 0.05 but\nq > 0.05 — the predicted per-batch false-positive rate, now demoted.\n(ROADMAP A10)",
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"body": "Report CUSUM change onset instead of lagged detection index",
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"headline": "Merge pull request #152 from vertti/fix/cusum-onset-backtracking",
"author_name": "Janne Sinivirta",
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"committed_at": "2026-07-15T09:36:09Z",
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{
"oid": "20199008068c28c62da56e50f8f7d127748df715",
"body": "The CUSUM alarm fires several samples after a moderate shift begins;\nthose samples landed in the 'before' segment, biasing BeforeMean,\nshrinking PctChange, and attributing the change to the wrong\ncommit/date — the run at the detection index, not the run where the\nchange started.\n\nThe reported index \n[…]\nter point directly before the shift\nsits above mu+k with that fixture's tiny variance and is locally\nindistinguishable from the shift's first point. The classification\nstays inconclusive. (ROADMAP A9)",
"is_bot": false,
"headline": "Report CUSUM change onset instead of lagged detection index",
"author_name": "Janne Sinivirta",
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"oid": "df5658dbf1c8ba6d7608879721efb000ce87f528",
"body": "Skip queue-time stats for re-run attempts",
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"headline": "Merge pull request #151 from vertti/fix/queue-time-rerun-attempts",
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"body": "Queue time is StartedAt - CreatedAt, but GitHub resets run_started_at\nto the latest attempt's start while created_at stays at original\ncreation: a run re-run the next morning contributed a fake ~12h queue\ntime that exploded the p95. Only first attempts count — an attempt-2\ngap measures 'time until someone clicked re-run'. (ROADMAP A6)",
"is_bot": false,
"headline": "Skip queue-time stats for re-run attempts",
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"body": "Unify runner core-count parsing across sizing advice and cost",
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"headline": "Merge pull request #150 from vertti/fix/unified-core-count-parsing",
"author_name": "Janne Sinivirta",
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"body": "Mirror-image parsers: runners.go split labels on '-' so GitHub's\ncanonical ubuntu-latest-16-cores fell through to the 2-core default —\na 16-core runner with a >15min job got 'undersized: consider larger\nrunner' advice. Meanwhile cost's regex only matched the split\nconvention, so ubuntu-22.04-32core \n[…]\nbels like\nblacksmith-16vcpu-* are not billed at invented GitHub rates.\n\nAlso creates runners_test.go — the runner analyzer had no tests at\nall, which is how the wrong-advice bug survived. (ROADMAP A5)",
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"headline": "Unify runner core-count parsing across sizing advice and cost",
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"body": "…-reads\n\nGraphQL: fetch latest-attempt check runs; bound body reads",
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"headline": "Merge pull request #149 from vertti/fix/graphql-latest-filter-bounded…",
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"oid": "4a456ce91a390c2f9973ca03b298b884b363fe68",
"body": "- checkRuns now uses filterBy:{checkType:LATEST}, matching REST's\n filter=latest: re-run runs hydrated via GraphQL no longer carry\n duplicate old-attempt jobs that skewed job/step stats and made the\n two hydration paths disagree. Query verified against the live API.\n- doGraphQL reads error bodies\n[…]\nards\n success responses at 64MiB (an oversized payload fails JSON parse and\n takes the D4 REST fallback). Completes old roadmap item 3.6.\n\nCompletes the D (data integrity) section. (ROADMAP D8 + D9)",
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"headline": "GraphQL: fetch latest-attempt check runs; bound body reads",
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"body": "Cancellation mid-hydration previously produced a normal-looking\nanalysis of whatever subset had hydrated: fetchBatchGraphQL fell back\nto REST on ctx errors, FetchRunDetails converted per-run ctx errors\ninto 'failed to fetch jobs' warnings (one Ctrl+C manufactured 45 of\nthem in the red test), hydrate\n[…]\nn returns the context error\n- main uses signal.NotifyContext(SIGINT, SIGTERM) + ExecuteContext\n\nVerified live: SIGINT mid-run exits 1 with 'context canceled', no\ntruncated analysis table. (ROADMAP D7)",
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"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "16 out of 16 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 0/13 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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 0 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": "all dependencies are pinned",
"points": 5,
"status": "met",
"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": "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
}
]
},
{
"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": 2
},
"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": "excellent",
"name": "AI Readiness",
"value": 90,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.856,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 1221
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "83 of 97 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 83,
"sampled": 97
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"mise.toml"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0.03
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "mise.toml",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "mise.toml"
}
}
],
"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": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"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": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "3 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 3,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"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": 26427,
"source_files_sampled": 76,
"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"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/76 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 76,
"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": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-22T02:33:13.021807Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vertti/ci-snitch.svg",
"full_name": "vertti/ci-snitch",
"license_state": "standard",
"license_spdx": "MIT"
}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.
