Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 08:51 UTC
matthewjhunter / airlock
Model trust-boundary primitives: wrap (fence untrusted text into a prompt) + unwrap (recover JSON from a model reply).
matthewjhunter/airlock holds a health index of 52 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (70/100) and lowest on Community & Adoption (24/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.
52
overall / 100Software 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.
52
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.
Ownership
MatthewPersonal account
2 followers18 public repossince Oct 2019@infodancer
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/matthewjhunter/airlock | v0.1.1 | - | 3 | 6 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
65
Development activity
50Moderate
How it's scored
| 36/36 | Push recency — last push 4 days ago |
| 1.4/36 | Commit cadence — 2/52 weeks with commits |
| 12.4/18 | Commit volume — 23 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 23 |
| human_commit_share | 1 |
| days_since_last_push | 4 |
| active_weeks_last_year | 2 |
Release discipline
88Excellent
How it's scored
| 16.2/27 | Ships releases — 3 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 6 days ago |
| 27/27 | Release cadence — a release every ~3.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 3 |
| latest_release_tag | v0.1.1 |
| releases_from_tags | yes |
| days_since_latest_release | 6 |
| mean_days_between_releases | 3.6 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
24
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
54
Maintainer resilience (bus factor)
13Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
85Excellent
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 38.2/38.3 | PR acceptance — 2/2 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/23 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 2 |
| open_issues | 0 |
| closed_issues | 1 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
Ownership & stewardship
43At risk
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 3.4/25 | Owner reach — 2 followers of matthewjhunter |
| 21.3/25 | Track record — 18 public repos, account ~6 yr old |
Inputs used
| followers | 2 |
| owner_type | User |
| is_verified | — |
| owner_login | matthewjhunter |
| public_repos | 18 |
| account_age_days | 2,466 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
92Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 6 days ago |
| 12/20 | Version history — 3 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/matthewjhunter/airlock |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 6 |
Engineering Quality
Are baseline engineering and documentation practices in place?
70
Engineering practices
74Good
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 10/20 | OpenSSF Scorecard: CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
65Moderate
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
37
Security posture
37At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1.2/2.5 | CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/23 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.6 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
AI Readiness
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.
68
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 23 of 23 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 12.6/18 | One-command bootstrap — go.mod (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 10/10 | Demonstrated agent practice — 22 of the last 23 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0.957 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/23 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 20,752 |
| source_files_sampled | 23 |
| oversized_source_files | 0 |
Key facts
0GitHub stars
1contributors
23commits, last 12 months
4days since last push
3releases
1bus factor
0open issues
Gopackage ecosystems
Data collection warnings
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 3.6 / 10
3.6aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 5 | CI-Tests | 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/23 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | golang.org/x/text | v0.21.0 | go.mod |
All dependencies not collected
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": [],
"is_fork": false,
"size_kb": 138,
"has_wiki": false,
"homepage": null,
"languages": {
"Go": 179193
},
"pushed_at": "2026-07-21T06:25:34Z",
"created_at": "2026-07-11T15:51:38Z",
"owner_type": "User",
"updated_at": "2026-07-21T06:26:06Z",
"description": "Model trust-boundary primitives: wrap (fence untrusted text into a prompt) + unwrap (recover JSON from a model reply).",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://infodancer.org/",
"name": "Matthew",
"type": "User",
"login": "matthewjhunter",
"company": "@infodancer ",
"location": null,
"followers": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/56937361?v=4",
"created_at": "2019-10-23T19:46:00Z",
"is_verified": null,
"public_repos": 18,
"account_age_days": 2466
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2026-07-18T22:42:22Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2026-07-12T03:05:59Z"
},
{
"tag": "v0.0.1",
"kind": "patch",
"published_at": "2026-07-11T16:05:16Z"
}
],
"recent_commits": [
{
"oid": "031d23a382ab133b64fbe939db9a7bfbb30f93f9",
"body": "This repo had no .golangci.yml, so golangci-lint was running on its\nbundled defaults. Adds the same baseline as the rest of the\ngo-ci.yml@v0 fleet (govet, staticcheck, unused, ineffassign, dupl,\nnolintlint). No findings.",
"is_bot": false,
"headline": "lint: add golangci-lint config with dupl and nolintlint",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-21T06:25:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bedaf199efc4a9d67ccc120cedb798d815213b1a",
"body": "ParseVerdict bounds Evidence to EvidenceMaxRunes and appends \"...\" when it\ncuts, but Locate matched Evidence as a verbatim needle. The marker never\noccurs in the source, so any verdict whose evidence exceeded 120 runes was\nunverifiable and Finding voided it as fabricated -- silently\nunder-enforcing \n[…]\n match. The prefix is still required to be a real span of content,\nso a fabricated quote gains nothing from adding a trailing \"...\".\n\nFixes #3.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(screen): tolerate the truncation marker when locating evidence",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-18T22:42:22Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7214dd17ecb4aaec60cf8d161c6a286a931d5871",
"body": "Seven staticcheck findings failed `ci / lint` on main:\n\n- ST1018: zero-width space (U+200B) and soft hyphen (U+00AD) sit raw\n inside prompt-injection test fixtures in detect/ and screen/. These\n characters are the whole point of those fixtures, but a raw invisible\n byte in source is exactly what \n[…]\ntest.go\n rewritten via De Morgan to `a >= b || b >= c`.\n\nNo behavior change; detect/ and screen/ tests pass, golangci-lint clean.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "test: fix staticcheck lint (escape invisible chars, De Morgan) (#2)",
"author_name": "Matthew",
"author_login": "matthewjhunter",
"committed_at": "2026-07-15T05:46:46Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "cc4eda5b9538156521087021db7e5eaab599842b",
"body": "Float on the major pointer instead of an exact patch. v0 tracks the latest\nv0.x.y (it moved to v0.2.8, which carries the lint fix that stops\ngolangci-lint-action fetching its config schema over the network), so CI\nfixes land without a per-repo pin bump -- the design intent of the shared\nworkflow's auto-version release.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci: pin infodancer/workflows to @v0 (#1)",
"author_name": "Matthew",
"author_login": "matthewjhunter",
"committed_at": "2026-07-15T05:27:50Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "03ce46a2d4e1ce2719a5e06d2c04d0b3d418e6c5",
"body": "The pipelock findings writeup describes an unreported vulnerability, and\npipelock's own SECURITY.md requires private disclosure through their advisory\nform rather than a public issue. It has no business in this repo's public\nhistory. The commit that added it (docs/upstream-issues.md) has been droppe\n[…]\nnpushed history, and the path is ignored here so a working copy can live\nlocally for filing without risk of being committed again.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: gitignore the private pipelock security writeup",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-12T03:05:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "75ea81dc437e37e5a921fc870b267aafaa07f3f5",
"body": "Storing byte offsets was wrong and the earlier doc said to do it. The offsets point\ninto a derived, short-lived artifact -- content is sanitized, truncated to a prompt\nlimit, and neutralized (which changes its length) before a model sees it, and the\narticle behind it gets re-fetched and re-extracted\n[…]\n the\ndoor exists -- gate it behind a debug setting, keep it away from anything an agent reads,\nand do not persist what it returns.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(screen): persist a payload-free Finding, never the evidence",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-12T03:05:15Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "821695d915390a329f91c20533bdfba256d54f6a",
"body": "The evidence requirement had a hole and a cost, and holding the original article\ncloses both.\n\nThe hole: requiring the model to quote the instruction it found is only a REQUEST.\nA model that has decided an article feels dangerous can still emit a quote-shaped\nstring to justify itself, and nothing in\n[…]\nse ride back out through\nthe fence into whatever logs or re-prompts it. ParseVerdict strips that and truncates\non rune boundaries.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(screen): verify the model's evidence against the source text",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-12T03:05:15Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "547d53308f167a49b48d0e881204acc714310084",
"body": "…schema\n\nThe model-backed half of airlock's detection: a canonical screening prompt, the\nschema of the verdict it asks for, and the conversion of that verdict into detect's\nvocabulary so a model screen and the regex corpus combine through one Score().\n\nscreen calls no model. No HTTP client, no provi\n[…]\nt would vanish behind the regex hit. And when\nthe regexes miss a paraphrase entirely, it is the only thing left standing: 0 -> 80.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(screen): reusable prompt-injection screening prompt and verdict …",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-12T03:05:15Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f83581ef4fa11778e729f581c1fb0109f83be7de",
"body": "Neutralize ran its tag regex over the raw bytes, so any fence-shaped tag spelled\nwith a zero-width space, a homoglyph, a soft hyphen, or fullwidth brackets went\nstraight through into the prompt. Four of five spellings tested survived:\n\n </untrusted-deadbeef> neutralized\n </untr<ZWSP>usted-d\n[…]\nles are: a reviewer cannot audit a\ncharacter they cannot see.\n\nFast path (no '<' anywhere) stays at ~200ns and does no allocation.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(wrap): neutralize fence tags disguised with encoding tricks",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-12T03:05:14Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "623ab424bb15142c5612a1a03dd3d9e19a41bd40",
"body": "…unaudited\n\nI wrote `// \"ignore previous instructions\"` next to a Korean string as though I\nhad verified the translation. I had not, and no maintainer of this repo reads\nKorean, so nobody reviewing it could have caught a wrong gloss either. Removed.\n\nThe Hangul bug itself is unaffected and stands on\n[…]\nther than papered over, with the option to drop them noted, since a rule nobody\ncan read is a reasonable thing to decline to ship.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: stop asserting Korean I cannot read, and flag the CJK rules as …",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-12T00:41:47Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "4c1925dcd6fde9f55f23d4981823571278c2e41d",
"body": "Result.Score() returns 0-100, so results with different mixes of rules can be\nranked and thresholded. Result.Highest() remains, and the two are meant to be read\ntogether: Highest is the strongest single claim, Score is how much of it there is.\n\nHits combine as independent evidence -- the complement \n[…]\nit of the detector beneath it: a paraphrased injection scores 0, and 0\nmeans \"28 regexes did not fire\", never \"this text is safe\".\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(detect): aggregate multiple hits into a corroboration score",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-12T00:36:51Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "0acc65d00c6ec7ed2bedf859bb6270d80bf50a3e",
"body": "…ck's\n\nThe licensing boundary is now a file boundary. Vendored Apache-2.0 code from\npipelock lives only in files named pipelock*; everything else is airlock's own\nwork. \"Is this file someone else's?\" is answerable from the filename, and NOTICE\nenumerates the vendored set exactly.\n\nBefore this, norma\n[…]\n. All judgment about what those patterns are worth is in\nrules_seed.go, under airlock's copyright, with a written reason per rule.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor: put vendored Apache code in its own files, apart from airlo…",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
"committed_at": "2026-07-12T00:36:50Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "ddae7e2e9bf79371d67dbe1d6c521751ffe16bd8",
"body": "28 rules: the 27 in-scope response-scan patterns from pipelock's defaults.go\nplus System Prompt Disclosure, the one injection pattern core.go has that\ndefaults.go lacks. Regexes were extracted mechanically from upstream rather\nthan retyped, and are verified byte-identical to the pinned commit.\n\nDete\n[…]\nnces, and what is\ndeliberately still outstanding (community YAMLs, tool-poison rules, user\nrules_dir, vowel-fold pass, prefilter).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(detect): advisory injection detector seeded from pipelock's corpus",
"author_name": "Matthew Hunter",
"author_login": "matthewjhunter",
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"body": "Vendors the normalization primitives from pipelock (Apache-2.0) at the\ncommit pinned in docs/pipelock-port.md. This is the first half of seeding\nairlock's advisory detector; detect lands on top of it next.\n\nThe primitives collapse the encoding tricks that let hostile text read as\nplain English to a \n[…]\nBenchmarks were rewritten off testing.Loop (Go 1.24+) to vet at the 1.22 floor.\nNOTICE added for Apache-2.0 section 4 attribution.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "Working note for seeding airlock's advisory detector and normalize package\nfrom pipelock's Apache-2.0 code. Never committed before now.\n\nRe-scouted both upstreams and pinned them:\n\n pipelock 41e5c57051866d43c5d87cb4e7d5a927cfe3f95f\n pipelock-rules 5990349b9d654ad6dd0ed46edd8f3b3062d18c91\n\nAl\n[…]\nepoint shows both versions\nfold exactly 4928, with zero differences either way, and govulncheck finds\nno x/text advisories at all.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "govulncheck@latest requires Go >= 1.25 to build, but the shared workflow\nprovisions Go from the module's go.mod (1.22) with GOTOOLCHAIN=local, so\nthe scanner failed to install. Set govulncheck_go_version so only the\nvuln-scan job uses the newer toolchain; the library's build floor stays\n1.22 for broad reuse.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "The shared go-ci workflow defaults runs-on to the self-hosted homelab CI\npool, which this brand-new repo has no runner registered for -- so jobs\nqueued indefinitely. airlock is a small pure-Go public library with no\nspecial build needs; ubuntu-latest runs it fine and also executes on\noutside contributors' PRs, which self-hosted would not.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "States the wrap/unwrap scope and, importantly, the bounds: spotlighting\nis a mitigation not a guarantee, wrap assumes you own both ends of the\nprompt, and unwrap validates shape not meaning. Better adopters set\nexpectations correctly up front.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "docs: add SECURITY.md with private reporting + honest threat model",
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"body": "Thin caller of the shared reusable workflow (test/vet/fmt/lint/\ngovulncheck), same pin as the other portfolio modules.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "ci: add Go CI via infodancer/workflows go-ci@v0.2.7",
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"body": "Matches the license used across the reusable portfolio modules (e.g.\ncontact) and adds the Apache patent grant, which is worth having on a\nsecurity primitive meant for outside adoption.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "The module used only generics (1.18) and integer range-over-int (1.22);\nthe 1.26.5 floor needlessly forced adopters onto a bleeding-edge\ntoolchain. 1.22 covers everything used and widens the audience for a\nprimitive meant to be reused.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/matthewjhunter/airlock.svg",
"full_name": "matthewjhunter/airlock",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.