puck-security/geiger holds a health index of 56 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (72/100) and lowest on Security (31/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.
56
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
56
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.
The weighted overall 54 is calibrated to 56 on the published index scale (record calibration 2026-08-02).
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
Manageable file sizes — 0/185 source files over 60KB
Inputs used
primary_language
Go
largest_source_bytes
31,852
source_files_sampled
185
oversized_source_files
0
Key facts
34GitHub stars
2contributors
38commits, last 12 months
5days since last push
13releases
1bus factor
0open issues
Gopackage ecosystems
Data collection 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
More detail
Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks
10Releases
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 6Patch 4
OpenSSF Scorecard 3.1 / 10
3.1aggregate
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 · 2026-07-28 11:05 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
{
"data": {
"repo": {
"topics": [
"blast-radius",
"golang",
"incident-response",
"offensive-security",
"red-team",
"security-tools",
"security-triage"
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"created_at": "2026-06-08T22:59:33Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T21:14:19Z",
"description": "Detection tells you a key is real; geiger tells you whether it's dangerous.",
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},
"owner": {
"blog": "https://puck.security/",
"name": "Puck Security",
"type": "Organization",
"login": "puck-security",
"company": null,
"location": null,
"followers": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/273833715?v=4",
"created_at": "2026-04-05T17:36:35Z",
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"account_age_days": 113
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
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"tag": "v1.7.0",
"kind": "minor",
"published_at": "2026-07-07T19:14:52Z"
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{
"tag": "v1.5.1",
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"tag": "v1.1.0",
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"published_at": "2026-06-12T14:57:46Z"
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"tag": "v1.0.1",
"kind": "patch",
"published_at": "2026-06-10T21:56:23Z"
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{
"tag": "v1.0.0",
"kind": "major",
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}
],
"recent_commits": [
{
"oid": "b2df4c645aca8aad4e826ddbaffa9ec645692d55",
"body": "…dius (#5)\n\n* feat(dynatrace): validate tokens via v2 lookup + scope-based blast radius\n\n* fix(dynatrace): constrain the env-var tenant to Dynatrace hosts\n\nThe raw-blob branch filtered the tenant through dtTenantRe, but the env-var\nbranch did not, so DT_ENV_URL=<anything> aimed the token at that hos\n[…]\nalready blocks this; a recognizer that knows\nits vendor's host shape should not emit an off-vendor host to begin with.\n\n---------\n\nCo-authored-by: Noah <9147048-noah-adversis@users.noreply.gitlab.com>",
"is_bot": false,
"headline": "feat(dynatrace): validate tokens via v2 lookup + scope-based blast ra…",
"author_name": "Stefan",
"author_login": "beer4code",
"committed_at": "2026-07-22T21:13:02Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "05fea7594020e1ffe39c1a03c4bb618fb005cd42",
"body": "Endpoint guards lived at individual call sites (recipe.renderBase, per-module\nresolveEndpoint), so a module that resolved its own host routed around them.\n32 f[\"endpoint\"] uses did exactly that, several in Authenticate hooks that run\nbefore Recon and never reach renderBase — a planted SPLUNK_URL sti\n[…]\nPolicy fails the build if a new module\n skips the declaration\n\nDocs in README, modules/doc.go, and a PR template checklist item.\n\nCo-authored-by: Noah <9147048-noah-adversis@users.noreply.gitlab.com>",
"is_bot": false,
"headline": "feat(recognize): enforce endpoint policy centrally (#7)",
"author_name": "Noah Potti",
"author_login": "noahpotti",
"committed_at": "2026-07-22T20:40:56Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4180652f117dfa940f17c16534981d8bcf0cb619",
"body": "* fix(recon): bind endpoints to their own service; validate base URLs\n\nEndpoint env vars were pooled in one global list, so whichever appeared\nfirst (GRAFANA_URL, VAULT_ADDR, ...) became the base URL for every\nname-routed credential in the blob. A planted URL therefore sent an\nunrelated real token t\n[…]\n v0.39.0\n\nClears GO-2026-5970 reported by govulncheck. Pulls golang.org/x/sync to\nv0.21.0 as a resolution side effect.\n\n---------\n\nCo-authored-by: Noah <9147048-noah-adversis@users.noreply.gitlab.com>",
"is_bot": false,
"headline": "fix(recon): bind endpoints to their own service; validate base URLs (#6)",
"author_name": "Noah Potti",
"author_login": "noahpotti",
"committed_at": "2026-07-21T21:42:38Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "bd8a4ba11eecad29943ebd1b02c74aa583c544bc",
"body": "…eturn",
"is_bot": false,
"headline": "fix(browser): satisfy errcheck — explicitly ignore filepath.WalkDir r…",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-07-07T19:02:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c52a4f4fc7dfd550d4ae08bb5e72e0c343b81674",
"body": "… triage) (#4)\n\n* feat: --browser — model malicious browser-extension impact\n\nNew --browser mode (peer of --env/--metadata) for Chrome/Edge on the current OS,\nanswering \"impact given a malicious extension\" in two halves:\n\n- capability: score each installed extension's permission union (cookies + bro\n[…]\ne enrichment) and land at INFO/LOW.\n\n* docs: document --browser/--all, Chromium-family coverage, cookie-metadata scope\n\n---------\n\nCo-authored-by: Noah <9147048-noah-adversis@users.noreply.gitlab.com>",
"is_bot": false,
"headline": "feat(browser): model malicious browser-extension impact (CursedChrome…",
"author_name": "Noah Potti",
"author_login": "noahpotti",
"committed_at": "2026-07-07T18:50:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ac03a7b0bf46a4e08ca8535ce2fc906dbb6cdc44",
"body": "… privilege\n\nRecognition: gitleaks only matches Netlify tokens next to the literal netlify\nkeyword with a lowercase-only capture, missing the prefixed format (nfp_ PAT,\nnfc_ CLI, nfo_ OAuth, nfu_ app, nfb_ build) and bare tokens. Add a recognizer\nkeyed on the distinctive nf?_ prefix and the NETLIFY_\n[…]\ns\nfull account privilege. Add a force-multiplier scope finding stating this, an\n/accounts call that flags team Owners (account admin), on top of the existing\nsites count and readable-build-env signal.",
"is_bot": false,
"headline": "feat(netlify): recognize prefixed tokens + flag unscoped full-account…",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-07-06T19:26:56Z",
"body_truncated": true,
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},
{
"oid": "364d3656043d7e55f58bdc6c5a7a7d2fb76ca4d1",
"body": "A Filestack api key ships in front-end JS by design, so a leak is only notable\nwhen the app has Security disabled (a misconfiguration), and even then it is not\na crown-jewel secret. Probe the security state first, then flag: security-off →\nwarn (MEDIUM, was force-multiplier/HIGH), security-on → info. The app secret\nstays a force multiplier (it is the real secret).",
"is_bot": false,
"headline": "fix(filestack): drop severity — an api key is a public client id",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-07-06T19:17:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "071f95c576a163e63d235f32d4fb5ceedd9e55e9",
"body": "Filestack has no distinctive api-key shape, so recognition anchors on the\nfilestack keyword (var/config/SDK-init) and cdn.filestackcontent.com URLs rather\nthan brittle exact var names. The module probes read-only: an unsigned metadata\nread reveals whether the app%s Security feature is on — off (the \n[…]\nd served from the victim account (force multiplier). The app secret signs\npolicies for read/write/remove on any handle → full file control; confirmed via a\nsigned stat policy. Categorized under cloud.",
"is_bot": false,
"headline": "feat: recognize + validate Filestack credentials (api key + app secret)",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-07-06T19:02:34Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6fe0492d5995770d19de77645e36bf475ff9ad3d",
"body": "The blast-radius tier and score were computed only for the text output.\nExpose them in --json as well so JSON consumers get them directly instead\nof re-deriving from the flag fields.\n\nCo-authored-by: Noah <9147048-noah-adversis@users.noreply.gitlab.com>",
"is_bot": false,
"headline": "feat(json): add tier and score to --json output (#3)",
"author_name": "Noah Potti",
"author_login": "noahpotti",
"committed_at": "2026-07-01T21:29:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ec5d4fad34fb0162855d3754b983e2a72e50fe1",
"body": "… --live\n\nThe ssh_private_key module fingerprinted keys but explicitly punted on whether a\nkey works anywhere (\"needs a login attempt (excluded)\"). Since a key%s #1 use is\ngit remotes, add a --live probe: attempt SSH auth as git@ to GitHub/GitLab/\nBitbucket and report which accept it and as whom (de\n[…]\nh\ncommits = supply-chain risk). Read-only auth test, no repo writes; dials via the\nmetadata guard; locked/encrypted keys still defer. Tested against an in-process\nSSH server + banner-parse unit tests.",
"is_bot": false,
"headline": "feat: SSH keys — confirm git host access (GitHub/GitLab/Bitbucket) on…",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-30T14:15:13Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "d6090eb10888a62c5a0d3202db577d7f96eaabc6",
"body": "Bedrock API keys are bearer tokens (AWS_BEARER_TOKEN_BEDROCK), not SigV4 access\nkeys. gitleaks matched the ABSK/bedrock-api-key- shapes but they were unmapped,\nso they showed as unknown. Add a bedrock module: Authorization: Bearer against\nthe regional control plane, validated read-only via ListFound\n[…]\n and\nflag the billable model access the key grants. Map both gitleaks rules and add a\nrecognizer keyed on the var name + prefix for tokens the length/entropy gate\nmisses. Categorized under ai + cloud.",
"is_bot": false,
"headline": "feat: recognize + validate Amazon Bedrock API keys",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-22T20:54:40Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "693b2d28ff264894b1da566b85999391ace0dd6c",
"body": "Piping nuclei WITHOUT -j sends human output (lines like \"[template-id] …\"),\nwhich the adapter could not parse, so it silently reported \"no credentials\nrecognized\". Now it returns an actionable error pointing at -j. A real -j run\nwith no findings yields empty input and is still treated as a clean no-op.",
"is_bot": false,
"headline": "fix: --from-nuclei errors clearly when input is not nuclei JSON",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-22T17:02:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "779b74d178966ee8cd0ed69b32f6768c15a6e787",
"body": "…sian info module\n\nCloudflare: a user-scoped /user/tokens/verify 401s for an account/zone-scoped\ntoken that is live against /zones, and the recipe stopped at that whoami 401 and\ndeclared the key DEAD. Add an opt-in MultiScope flag: such modules keep probing\nother scopes after a whoami 401 and are on\n[…]\n(Basic auth needs all three). Add a no-network atlassian info module so\nit types with guidance instead of __unknown__; it stays silent when email + site\nare present (jira/confluence validate it then).",
"is_bot": false,
"headline": "fix: do not bury live-but-scoped Cloudflare tokens as DEAD; add Atlas…",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-22T16:53:30Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "2a9692280f168e8de01222d26378135e4ed92b7a",
"body": "Cloudflare: gitleaks only matched a bare 40-char value next to the literal\nword \"cloudflare\", so most CLOUDFLARE_API_TOKEN=... lines (and all prefixed\ncfat_/cfut_ tokens) went unrecognized. Add a custom recognizer (prefix shape +\nvar name + global key/email) routing to the existing cloudflare module\n[…]\nl:token + {endpoint},\n/wiki/rest/api/user/current + space count). A shared ATLASSIAN_* credential now\nsurfaces both Jira and Confluence reach. Add an itsm category (jira, confluence,\nivanti, snipeit).",
"is_bot": false,
"headline": "feat: recognize Cloudflare API tokens + first-class Confluence support",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-22T16:26:27Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9d0cba9c2ebe20317c22d5420a25cba22f95bba5",
"body": "The flag was registered but missing from the hand-written usage() text, so it\ndid not appear in geiger -h. Add it to the flags list and an example.",
"is_bot": false,
"headline": "docs: list --from-nuclei in the help/usage output",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-22T16:02:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "012f0990455233dbb688c2e77a323b4a12bbfdbc",
"body": "feat: --from-nuclei adapter with response-body ingestion",
"is_bot": false,
"headline": "Merge pull request #2 from puck-security/feat/from-nuclei",
"author_name": "Noah Potti",
"author_login": "noahpotti",
"committed_at": "2026-06-22T14:55:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "255e2c558c313619b862695d927c5e939f6ab69d",
"body": "Ingest nuclei JSONL: re-type each extracted value with geiger's recognizer,\nuse matched-at as provenance (title, cross-URL dedup/correlation, and a new\n\"internet-exposed endpoint\" exposure class). Also parse the response body\nwhen present so multi-field credentials (AWS key+secret, connection string\n[…]\nnly carry one value.\n\n- internal/pipeline/batch.go: FromNuclei + nucleiBody\n- internal/pipeline/exposure.go: http(s) URL exposure class\n- cmd/geiger/main.go: --from-nuclei flag wiring\n- tests + README",
"is_bot": false,
"headline": "feat: --from-nuclei adapter with response-body ingestion",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-22T14:07:11Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "7779be2ec5c5c12f7690c63826c57648bb05f21b",
"body": "Feat/workos module",
"is_bot": false,
"headline": "Merge pull request #1 from puck-security/feat/workos-module",
"author_name": "Noah Potti",
"author_login": "noahpotti",
"committed_at": "2026-06-15T23:11:24Z",
"body_truncated": false,
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},
{
"oid": "214bfee8a24fbff48584c2aa3a5379e1b5fa1077",
"body": null,
"is_bot": false,
"headline": "docs: list WorkOS in the Identity, SSO & directory catalog",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T21:17:51Z",
"body_truncated": false,
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},
{
"oid": "eabaac6c78ee43c2fa4d1d92e62d5e3f031c20e0",
"body": "… non-vacuous\n\nThe padded fixture routed to gitleaks generic-api-key, not stripe, making the\nregression assertion trivially true. Real WorkOS keys are key_+26-char ULID =\n30 bytes = 40 unpadded base64 chars, which gitleaks does flag as stripe. Add a\nrecognize-package guard proving the collision is real so the test can't silently\ngo vacuous.",
"is_bot": false,
"headline": "test: use realistic unpadded WorkOS key so Stripe-suppression test is…",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T19:18:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7e865f963138c6b1e6d6d773884b4e9bc0e55f4",
"body": null,
"is_bot": false,
"headline": "chore: gitignore superpowers planning docs (not for public repo)",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T19:17:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "503302ae591ee0998c33bcd4648e366d6d54c068",
"body": null,
"is_bot": false,
"headline": "modules: regression test — WorkOS key no longer misattributed to Stripe",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T18:46:49Z",
"body_truncated": false,
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},
{
"oid": "f8a35a5ab7075108e651856ac47c5221ce96af61",
"body": null,
"is_bot": false,
"headline": "modules: assert org-id and directory-connections in WorkOS recon test",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T18:36:19Z",
"body_truncated": false,
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},
{
"oid": "29858261a50e04ba9ee73fd9df1db6486b0846d0",
"body": null,
"is_bot": false,
"headline": "modules: WorkOS recon recipe test (org/sso/directory/user, flags)",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T18:34:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "72f58756646b3629bd4ef724bd9f5869f19267f0",
"body": "…ve-key test, comment",
"is_bot": false,
"headline": "modules: WorkOS review fixes — deterministic label, tighter regex, li…",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T18:28:23Z",
"body_truncated": false,
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},
{
"oid": "da2c7f74adb021e856511652729e0c41a7933eeb",
"body": "… context)",
"is_bot": false,
"headline": "modules: WorkOS recognizer + module (structural sk_ decode, client_id…",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T18:05:15Z",
"body_truncated": false,
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{
"oid": "ba8dd01ed030a25b886de17a86eca666cba63264",
"body": null,
"is_bot": false,
"headline": "recognize: guard suppressOverridden against self-override",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T18:02:08Z",
"body_truncated": false,
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},
{
"oid": "34e16640e205cfea4b06078f230b82ecad2deebc",
"body": "…t hits",
"is_bot": false,
"headline": "recognize: general Overrides field to suppress misattributed broad-ne…",
"author_name": "Noah",
"author_login": null,
"committed_at": "2026-06-15T17:39:54Z",
"body_truncated": false,
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"body": "…iage them\n\nA new input mode (sibling to --env) that reads this instance's own identity from\nthe cloud metadata service and feeds it through the normal read-only recon\npipeline — the post-exploitation \"what can this box reach?\" answered read-only.\n\n- Requires --live: the metadata fetch is a network \n[…]\nor, Azure per-resource, k8s files+env, Alibaba RAM, DO user-data,\nOCI cert) asserting each harvested blob recognizes as the right module; CLI gate\ntest. README How-to + flags + coverage table updated.",
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"body": "- on an interactive TTY, reverse the sorted results so CRITICAL/HIGH land at\n the bottom (above the summary) instead of scrolling off the top of a long\n scan. Piped/redirected/-o/--json stay highest-first so | head, pagers,\n saved reports, and NDJSON consumers are unchanged. --no-reverse opts out.\n- show 'by puck.security · <version>' under the wordmark on --help, and\n 'by puck.security' under the version on --version.",
"is_bot": false,
"headline": "cli: worst-last on a terminal + puck.security byline",
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"body": "- lead with the 'live / reach / how bad' positioning tagline\n- static badges (MIT, release, go 1.25+, read-only) with a dynamic-swap note\n- hand-authored terminal demo SVG (assets/geiger-demo.svg) replacing the text sample\n- lead the Tutorial with AWS example keys that actually recognize (the all-x\n ghp_ token fell through to generic_secret — bad first impression)\n- new 'Where geiger fits' section: honest comparison vs gitleaks/TruffleHog/GitGuardian",
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{
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},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 31852,
"source_files_sampled": 185,
"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": "0/185 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 185,
"oversized": 0
}
}
],
"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)."
}
],
"classification": {
"top": [],
"labels": [],
"scores": {
"library": 3
},
"primary": null,
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 3
}
],
"artifacts": [],
"confidence": "none",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"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": "2026-07-28T11:05:56.844616Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/puck-security/geiger.svg",
"full_name": "puck-security/geiger",
"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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
