Public recordModerate
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 02:49 UTC
vishnu-77 / secchecker
vishnu-77/secchecker holds a health index of 52 out of 100, placing it in the Moderate band. It scores highest on Vitality (72/100) and lowest on Community & Adoption (40/100). It was last updated 2 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
Vishnu PrashanthPersonal account
6 followers12 public repossince Sep 2018
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 | Tags |
|---|---|---|---|---|---|---|
| PyPI | secchecker | 0.4.2 | - | 10 | 4 days ago | mcp-securitymcpagent-securityagentic-aillm-securityai-securityprompt-injectiongenai-securitylangchain-securityrag-securityowasp-llmsecuritysecretsdevsecopsstatic-analysis |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
72
Development activity
64Moderate
How it's scored
| 36/36 | Push recency — last push 2 days ago |
| 2.8/36 | Commit cadence — 4/52 weeks with commits |
| 15.2/18 | Commit volume — 48 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 11 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 48 |
| human_commit_share | 1 |
| days_since_last_push | 2 |
| active_weeks_last_year | 4 |
Release discipline
84Good
How it's scored
| 27/27 | Ships releases — 1 releases published |
| 36/36 | Release recency — latest release 4 days ago |
| 12.6/27 | Release cadence — cadence unknown (single release) |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 1 |
| latest_release_tag | v0.4.2 |
| releases_from_tags | no |
| days_since_latest_release | 4 |
| mean_days_between_releases | — |
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?
40
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 1 stars |
| 0/25 | Forks — 1 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 1 |
| stars | 1 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
Community health
85Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
44
Maintainer resilience (bus factor)
10Critical
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 |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Issue & PR responsiveness
38At risk
How it's scored
| 0/46.8 | Issue resolution — 0% of issues closed |
| 38.2/38.3 | PR acceptance — 12/12 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 12 |
| open_issues | 1 |
| closed_issues | 0 |
| issue_closed_ratio | 0 |
| closed_unmerged_prs | 0 |
Ownership & stewardship
45At risk
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 6.1/25 | Owner reach — 6 followers of vishnu-77 |
| 20.1/25 | Track record — 12 public repos, account ~7 yr old |
Inputs used
| followers | 6 |
| owner_type | User |
| is_verified | — |
| owner_login | vishnu-77 |
| public_repos | 12 |
| account_age_days | 2,866 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 4 days ago |
| 20/20 | Version history — 10 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | secchecker |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 4 |
Engineering Quality
Are baseline engineering and documentation practices in place?
53
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
30At risk
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 0/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
49
Security posture
49At 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 |
| 2.5/2.5 | CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 |
| 7.5/7.5 | Maintained — 11 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.9 |
Excluded from scoring (no data or not applicable): 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.
44
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 — 36 of 48 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.75 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile |
| 10/10 | Demonstrated agent practice — 10 of the last 48 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 | — |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0.208 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/31 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 14,221 |
| source_files_sampled | 31 |
| oversized_source_files | 0 |
Key facts
1GitHub stars
1contributors
48commits, last 12 months
2days since last push
1releases
1bus factor
1open issues
PyPIpackage ecosystems
Data collection warnings
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:secchecker@0.4.2; advisories assessed against the repository dependency graph instead
More detail
Star and fork history 1 ★ / 1 ⇿
1Stars
1Forks
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.
OpenSSF Scorecard 4.9 / 10
4.9aggregate
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 |
| 10 | CI-Tests | 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/19 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 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 |
| 10 | Maintained | 11 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
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
{
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"homepage": null,
"languages": {
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"Batchfile": 762
},
"pushed_at": "2026-07-19T11:54:42Z",
"created_at": "2025-10-01T18:54:02Z",
"owner_type": "User",
"updated_at": "2026-07-11T14:21:55Z",
"description": null,
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "Vishnu Prashanth",
"type": "User",
"login": "vishnu-77",
"company": null,
"location": null,
"followers": 6,
"avatar_url": "https://avatars.githubusercontent.com/u/43298311?v=4",
"created_at": "2018-09-15T15:22:53Z",
"is_verified": null,
"public_repos": 12,
"account_age_days": 2866
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2026-07-17T14:58:15Z"
}
],
"recent_commits": [
{
"oid": "e6c1ed370e2d8325cef42925225d133c43e19080",
"body": "Release v0.4.0 — AI/MCP/agentic-first repositioning + reliability fixes",
"is_bot": false,
"headline": "Merge pull request #12 from vishnu-77/develop",
"author_name": "Vishnu Prashanth",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T14:21:50Z",
"body_truncated": false,
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},
{
"oid": "037c623acb1f629c244ccef3d5bcbd44048599c0",
"body": "Scanning secchecker's own repo produces false positives about its own\npattern-definition regexes, sample reports, test fixtures, and the\nintentional demo/. Uploading that SARIF filled the Security tab with noise\nand made the GitHub code-scanning check fail on every commit.\n\nKeep the SARIF as a downl\n[…]\nstead. Downstream consumers still\nget Security-tab integration through the composite action, which uploads\ntheir own scan results.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci(security): don't upload self-scan SARIF to the Security tab",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T14:19:10Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "68d02e6b2c6b5a94f7c77671049011881300f057",
"body": "The Security Scan workflow scans secchecker's own repo, which unavoidably\nmatches its own pattern-definition regexes (patterns.py, llm_patterns.py),\nsample reports, test fixtures, and the intentionally-vulnerable demo/. The\n\"Fail on CRITICAL findings\" gate therefore failed permanently on every run.\n\n[…]\nin .secchecker.yml is not currently enforced by the\nscanners, so noise cannot yet be filtered via config — tracked as a follow-up.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "ci(security): make self-scan informational instead of hard-failing",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T14:15:05Z",
"body_truncated": true,
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},
{
"oid": "64323fb4554d0e8d9b0e2e636c057fbaa0be492e",
"body": "…dings)\n\nGitHub Actions runs bash with `set -e`, so a bare `secchecker ...` command\nthat exits 1 (findings — the normal case) aborted the step before the\n`rc=$?` exit-code check could treat 1 as success. This failed every CI job\non the 0.4.0 PR even though the tool behaved correctly.\n\nMake the scan \n[…]\necurity.yml: HTML report step now `rc=0; secchecker ... || rc=$?`\n\nOnly 2+ (runtime/reporting errors) fail the build, as intended.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(ci): stop set -e from failing smoke tests on expected exit 1 (fin…",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T14:04:42Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "df55b0068592ba555c05143e6a6ff18a626c1a5f",
"body": "Replace the named \"Bandit, Gitleaks, and Checkov\" reference with the neutral\n\"general-purpose scanners\" now that the comparison table is gone.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: soften competitor mention in \"Why secchecker\"",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T13:51:44Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "69ae611bbb82edc396ee59ec01aab4a8ec0dfce6",
"body": "Replace the count-forward metrics list (52+/18+/28+), which reads as small\nnext to enterprise tools, with a value-forward \"Why secchecker\" section that\nleads with the AI/MCP/agentic security layer, single-pass coverage, actionable\nOWASP-tagged output, validation, and zero dependencies. Raw counts remain in\n\"Coverage at a glance\" and \"What gets detected\".\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: reframe Metrics as \"Why secchecker\" around differentiation",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T13:50:25Z",
"body_truncated": false,
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},
{
"oid": "1216c5064995911fd3194fa2b03f657ce902e631",
"body": "Drop the competitor comparison table (vs Bandit, detect-secrets, Gitleaks,\nCheckov) and its footnotes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: remove Comparison section from README",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T13:48:46Z",
"body_truncated": false,
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},
{
"oid": "1e6c878f366ee5b16cdb28be5a3c3584f302b236",
"body": "Update the simulated report header in demo/record_demo.py from v0.3.0 to\nv0.4.0 to match the current release. Cosmetic only — scripted demo output.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: bump secchecker version in demo animation to v0.4.0",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T13:42:07Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "1c144c4beeb79c5b8d5b45e80848218d9e2bad46",
"body": "Add a self-contained demo/ directory showcasing what secchecker detects:\n- app.py — LangChain/OpenAI app with a hardcoded key, prompt injection,\n eval of LLM output, and RAG data leakage\n- Dockerfile — unpinned base image, secret in ENV, curl-pipe-bash\n- terraform/main.tf — open security group, pub\n[…]\nentials are well-known public placeholders (AWS docs EXAMPLE keys,\nfake OpenAI key). DO NOT deploy — every finding is intentional.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add intentionally-vulnerable demo app and terminal recorder",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T13:40:47Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f0192ada48ee753e4cd8f76b360225a944beb1f5",
"body": "Update the two remaining v0.3.0 references in the README (GitHub Action\n`uses:` example and pre-commit `rev:`) to match the 0.4.0 release.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: pin GitHub Action and pre-commit examples to v0.4.0",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T13:40:01Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "e8d59f3b258a50bb8f96db991516fbe53a6655c8",
"body": "Reposition secchecker around AI agents, MCP tools, and LLM applications,\nwith secrets and DevSecOps coverage retained as supporting scanners.\n\nAdded:\n- 9 MCP/agentic detections with OWASP LLM Top 10 (2025) mappings: unvalidated\n tool result in prompt, tool-output executed directly, hardcoded MCP se\n[…]\n.\n\nRepositioned README, CLI help, package metadata, and changelog. Default scan\ntype remains `secrets` for backward compatibility.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: v0.4.0 — AI/MCP/agentic-first repositioning + reliability fixes",
"author_name": "vishnu-77",
"author_login": "vishnu-77",
"committed_at": "2026-07-11T12:32:37Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "242a4fa3ede2d17876b06ab1a374c2a470e49a76",
"body": "…rade\n\nNew modules:\n- secchecker/owasp.py — OWASP Top 10 (2021) + LLM Top 10 (2025) + CWE mapping\n- secchecker/validators.py — Luhn (credit card), JWT structural check, placeholder filter\n- secchecker/ast_scanner.py — hardcoded assignments, eval/exec, taint tracking\n\nScanner improvements:\n- sarif_re\n[…]\nal secrets, Checkov partial entropy)\n- Pre-commit section, Roadmap table added\n- Architecture section updated with new modules\n\nTests: 123 passing (added test_validators, test_ast_scanner, test_owasp)",
"is_bot": false,
"headline": "feat: OWASP tags, AST scanner, validators, pre-commit hooks, docs upg…",
"author_name": "Vishnu Prashanth",
"author_login": "vishnu-77",
"committed_at": "2026-03-27T16:13:57Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3bceb842005e7846466eba0bf6742ca7fc68380a",
"body": "… (#11)",
"is_bot": false,
"headline": "docs: Rewrite README for v0.3.0 with LLM/AI and DevSecOps positioning…",
"author_name": "Vishnu Prashanth",
"author_login": "vishnu-77",
"committed_at": "2026-03-27T13:15:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97364669b395f297ce4214d14b2436e684743099",
"body": "* feat: Add self-contained HTML report format with severity badges\n\n* ci: Retrigger checks after base branch fix\n\n* ci: Retrigger",
"is_bot": false,
"headline": "feat: Add self-contained HTML report format (#7)",
"author_name": "Vishnu Prashanth",
"author_login": "vishnu-77",
"committed_at": "2026-03-27T13:05:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37eadbc8b5270d4055eb17058cd84b38428ecaca",
"body": "…ords (#10)\n\n* bump: Version 0.3.0, Production/Stable classifier, updated description and keywords\n\n* ci: Retrigger checks after base branch fix\n\n* ci: Retrigger",
"is_bot": false,
"headline": "bump: Version 0.3.0 — Production/Stable, updated description and keyw…",
"author_name": "Vishnu Prashanth",
"author_login": "vishnu-77",
"committed_at": "2026-03-27T12:56:20Z",
"body_truncated": false,
"is_coding_agent": false
},
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"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "11 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 44,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.75,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "36 of 48 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 36,
"sampled": 48
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 42,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.208,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "10 of the last 48 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 10,
"sampled": 48
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 14221,
"source_files_sampled": 31,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/31 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 31,
"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",
"deps.dev does not index pypi:secchecker@0.4.2; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-22T02:49:12.550581Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vishnu-77/secchecker.svg",
"full_name": "vishnu-77/secchecker",
"license_state": "standard",
"license_spdx": "MIT"
}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.
How one result sits in the wider record: aggregate statistics — PyPI.