Public recordGood
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 10:54 UTC
thinkst / opencanary
Modular and decentralised honeypot
thinkst/opencanary holds a health index of 80 out of 100, placing it in the Good band. It scores highest on Engineering Quality (91/100) and lowest on AI Readiness (56/100). It was last updated today. 3 contributors account for most of its recent work.
80
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.
80
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
Thinkst Applied ResearchOrganization
208 followers29 public repossince Jul 2015
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | opencanary | 0.9.9 | 3,082 | 28 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
73
Development activity
66Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 6.2/36 | Commit cadence — 9/52 weeks with commits |
| 13.9/18 | Commit volume — 34 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 34 |
| human_commit_share | 0.94 |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
Release discipline
84Good
How it's scored
| 27/27 | Ships releases — 12 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 12.6/27 | Release cadence — a release every ~128.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 12 |
| latest_release_tag | v0.9.9 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 128.4 |
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?
82
Popularity & adoption
88Excellent
How it's scored
| 56.2/60 | Stars — 2,933 stars |
| 21.7/25 | Forks — 405 forks |
| 10.5/15 | Watchers — 77 watchers |
Inputs used
| forks | 405 |
| stars | 2,933 |
| watchers | 77 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (BSD-3-Clause) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | 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 | yes |
Ecosystem adoption (downloads)
58Moderate
How it's scored
| 46.5/80 | Monthly downloads — 3,082 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | opencanary |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 3,082 |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
82
How it's scored
| 36/54 | Bus factor — 3 contributor(s) cover half of all commits |
| 14.6/22.5 | Commit distribution — top contributor authored 35% of commits |
| 13.5/13.5 | Contributor breadth — 50 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 11 contributing companies or organizations |
Inputs used
| bus_factor | 3 |
| contributors_sampled | 50 |
| top_contributor_share | 0.353 |
Issue & PR responsiveness
90Excellent
How it's scored
| 46.8/46.8 | Issue resolution — 100% of issues closed |
| 28.3/38.3 | PR acceptance — 151/204 decided PRs merged |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Inputs used
| merged_prs | 151 |
| open_issues | 0 |
| closed_issues | 231 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 53 |
Ownership & stewardship
70Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 16.7/25 | Owner reach — 208 followers of thinkst |
| 22.8/25 | Track record — 29 public repos, account ~10 yr old |
Inputs used
| followers | 208 |
| owner_type | Organization |
| is_verified | — |
| owner_login | thinkst |
| public_repos | 29 |
| account_age_days | 4,010 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 28 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | opencanary |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
91
Engineering practices
92Excellent
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .flake8 |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 27 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — http://opencanary.org |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | http://opencanary.org |
| 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?
69
Security posture
69Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.2/2.5 | CI-Tests — 27 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 11 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 24 commit(s) and 0 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 |
| 4.5/7.5 | Vulnerabilities — 4 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6.9 |
Excluded from scoring (no data or not applicable): branch_protection, signed_releases. Remaining weights renormalized.
Dependency advisories
68Moderate
How it's scored
| 10.9/35 | Direct dependencies free of known advisories — 3 affected: gitpython 3.1.51 (high 7.5), idna 3.7 (moderate 5.3), setuptools 78.1.1 (moderate 6.1) |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 40/40 | No advisories left outstanding — no advisory has been public longer than 90 days |
Inputs used
| source | osv |
| advisories | 9 |
| affected_packages | 5 |
| assessed_packages | 76 |
| unassessed_packages | 6 |
| affected_by_severity | high 1, moderate 2, low 2 |
| direct_affected_packages | 3 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 76 resolved dependencies against OSV. 6 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
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.
56
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 — 87 of 94 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.926 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
69Moderate
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .flake8 |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 8/8 | Automated maintenance — 6 of the last 100 commits are automated dependency updates |
| 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 | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.06 |
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 — 0/53 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 40,918 |
| source_files_sampled | 53 |
| oversized_source_files | 0 |
Key facts
2,933GitHub stars
50contributors
34commits, last 12 months
0days since last push
12releases
3bus factor
0open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:opencanary@0.9.9; advisories assessed against the repository dependency graph instead
More detail
Star and fork history 0 ★ / 405 ⇿
0Stars
405Forks
11Releases
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 2Patch 9
Each point covers 10 days.
OpenSSF Scorecard 6.9 / 10
6.9aggregate
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 |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 9 | CI-Tests | 27 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 11 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 24 commit(s) and 0 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 |
| 6 | Vulnerabilities | 4 existing vulnerabilities detected |
Direct dependencies 18
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | twisted | ==26.4.0 | pyproject.toml |
| PyPI | pyasn1 | ==0.6.4 | pyproject.toml |
| PyPI | cryptography | ==49.0.0 | pyproject.toml |
| PyPI | simplejson | ==3.16.0 | pyproject.toml |
| PyPI | requests | ==2.33.0 | pyproject.toml |
| PyPI | zope.interface | ==7.2 | pyproject.toml |
| PyPI | passlib | ==1.7.1 | pyproject.toml |
| PyPI | Jinja2 | ==3.1.6 | pyproject.toml |
| PyPI | ntlmlib | ==0.72 | pyproject.toml |
| PyPI | bcrypt | ==3.2.0 | pyproject.toml |
| PyPI | setuptools | ==78.1.1 | pyproject.toml |
| PyPI | urllib3 | ==2.7.0 | pyproject.toml |
| PyPI | hpfeeds | ==3.0.0 | pyproject.toml |
| PyPI | pyopenssl | ==26.3.0 | pyproject.toml |
| PyPI | service-identity | ==21.1.0 | pyproject.toml |
| PyPI | idna | >=3.15 | pyproject.toml |
| PyPI | redis | ==7.4.0 | pyproject.toml |
| PyPI | gitpython | >=3.1.51 | pyproject.toml |
All dependencies 82
Full resolved dependency set from the GitHub dependency graph: 22 direct and 60 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | bcrypt | 3.2.0 | direct |
| PyPI | cryptography | 49.0.0 | direct |
| PyPI | gitpython | — | direct |
| PyPI | gitpython | 3.1.51 | direct |
| PyPI | hpfeeds | 3.0.0 | direct |
| PyPI | idna | 3.18 | direct |
| PyPI | idna | 3.7 | direct |
| PyPI | jinja2 | 3.1.6 | direct |
| PyPI | ntlmlib | 0.72 | direct |
| PyPI | passlib | 1.7.1 | direct |
| PyPI | pyasn1 | 0.6.4 | direct |
| PyPI | pyopenssl | 26.3.0 | direct |
| PyPI | redis | — | direct |
| PyPI | redis | 7.4.0 | direct |
| PyPI | requests | — | direct |
| PyPI | requests | 2.33.0 | direct |
| PyPI | service-identity | 21.1.0 | direct |
| PyPI | setuptools | 78.1.1 | direct |
| PyPI | simplejson | 3.16.0 | direct |
| PyPI | twisted | 26.4.0 | direct |
| PyPI | urllib3 | 2.7.0 | direct |
| PyPI | zope-interface | 7.2 | direct |
| PyPI | alabaster | 0.7.13 | indirect |
| PyPI | async-timeout | 5.0.1 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | automat | 25.4.16 | indirect |
| PyPI | babel | 2.12.1 | indirect |
| PyPI | certifi | 2026.1.4 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.1.0 | indirect |
| PyPI | charset-normalizer | 3.1.0 | indirect |
| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | constantly | 23.10.4 | indirect |
| PyPI | dnspython | 2.8.0 | indirect |
| PyPI | docutils | 0.19 | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | gitdb | 4.0.12 | indirect |
| PyPI | hyperlink | 21.0.0 | indirect |
| PyPI | imagesize | 1.4.1 | indirect |
| PyPI | importlib-metadata | 6.6.0 | indirect |
| PyPI | incremental | 24.11.0 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | markdown-it-py | 2.2.0 | indirect |
| PyPI | markupsafe | 2.1.2 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | mdit-py-plugins | 0.3.5 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | myst-parser | 1.0.0 | indirect |
| PyPI | ordereddict | 1.1 | indirect |
| PyPI | packaging | 23.1 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | paramiko | 3.4.0 | indirect |
| PyPI | paramiko | 3.4.1 | indirect |
| PyPI | pcapy-ng | 2.0.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pyasn1-modules | 0.4.2 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pymongo | — | indirect |
| PyPI | pymongo | 4.17.0 | indirect |
| PyPI | pymysql | — | indirect |
| PyPI | pymysql | 1.2.0 | indirect |
| PyPI | pynacl | 1.6.2 | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest | 9.1.1 | indirect |
| PyPI | pytz | 2023.3 | indirect |
| PyPI | pyyaml | 6.0 | indirect |
| PyPI | scapy | 2.7.0 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | smmap | 5.0.3 | indirect |
| PyPI | snowballstemmer | 2.2.0 | indirect |
| PyPI | sphinx | 6.2.1 | indirect |
| PyPI | sphinxcontrib-applehelp | 1.0.4 | indirect |
| PyPI | sphinxcontrib-devhelp | 1.0.2 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.0.1 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 1.0.3 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 1.1.5 | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | typing-extensions | 4.16.0 | indirect |
| PyPI | zipp | 3.23.0 | indirect |
Dependency advisories 5
This repository publishes no package the index resolves, so its own dependency graph was assessed — 76 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 3 are direct. 6 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| gitpython | 3.1.51 | direct | high | 1 | 3.1.52 |
| idna | 3.7 | direct | moderate | 2 | 3.15 |
| setuptools | 78.1.1 | direct | moderate | 2 | 83.0.0 |
| paramiko | 3.4.0 | indirect | low | 2 | — |
| paramiko | 3.4.1 | indirect | low | 2 | — |
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 3371,
"has_wiki": true,
"homepage": "http://opencanary.org",
"languages": {
"CSS": 38493,
"HTML": 16176,
"Shell": 9459,
"Python": 257588,
"JavaScript": 1336
},
"pushed_at": "2026-07-22T10:51:47Z",
"created_at": "2015-08-05T14:44:09Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T10:46:47Z",
"description": "Modular and decentralised honeypot",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
"default_branch": "master",
"license_spdx_raw": "BSD-3-Clause",
"primary_language": "Python",
"significant_languages": [
"Python",
"CSS"
]
},
"owner": {
"blog": "http://thinkst.com",
"name": "Thinkst Applied Research",
"type": "Organization",
"login": "thinkst",
"company": null,
"location": null,
"followers": 208,
"avatar_url": "https://avatars.githubusercontent.com/u/13569025?v=4",
"created_at": "2015-07-30T09:05:24Z",
"is_verified": null,
"public_repos": 29,
"account_age_days": 4010
},
"license": {
"state": "standard",
"spdx_id": "BSD-3-Clause",
"raw_spdx": "BSD-3-Clause",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.9.9",
"kind": "patch",
"published_at": "2026-07-22T10:51:48Z"
},
{
"tag": "v0.9.8",
"kind": "patch",
"published_at": "2026-05-18T07:02:16Z"
},
{
"tag": "v0.9.7",
"kind": "patch",
"published_at": "2025-12-10T19:49:34Z"
},
{
"tag": "v0.9.6",
"kind": "patch",
"published_at": "2025-05-16T12:11:15Z"
},
{
"tag": "v0.9.5",
"kind": "patch",
"published_at": "2024-10-18T09:11:59Z"
},
{
"tag": "v0.9.4",
"kind": "patch",
"published_at": "2024-10-14T18:08:22Z"
},
{
"tag": "v0.9.3",
"kind": "patch",
"published_at": "2024-03-18T09:55:53Z"
},
{
"tag": "v0.9.2",
"kind": "patch",
"published_at": "2023-10-31T09:34:04Z"
},
{
"tag": "v0.9.1",
"kind": "patch",
"published_at": "2023-10-13T11:15:57Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2023-05-23T13:02:45Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2022-10-21T14:45:19Z"
},
{
"tag": "0.7.1",
"kind": "patch",
"published_at": "2022-07-27T08:10:51Z"
}
],
"recent_commits": [
{
"oid": "bc231423aa40242cbd0bf34801f8788e23420dee",
"body": null,
"is_bot": false,
"headline": "Bump version to v0.9.9 (#495)",
"author_name": "thinkst-marco",
"author_login": "thinkst-marco",
"committed_at": "2026-07-22T10:46:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d9cb3f140bea4de5e3dae20742bde47783e99a3",
"body": null,
"is_bot": false,
"headline": "Update dependencies inline with dependabot recommendations (#492)",
"author_name": "thinkst-marco",
"author_login": "thinkst-marco",
"committed_at": "2026-07-22T10:29:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e90939da961f3d360c6c0ec277a7a6af55705280",
"body": "We no longer need fpdf or PyPDF2, so they've been removed as dependencies.\n\nThis also includes some changes to how we manage the `uv.lock` file, to keep internal index URLs from folks who want to install from source.",
"is_bot": false,
"headline": "Remove PDF dependencies and fix pre-commit uv handling (#489)",
"author_name": "thinkst-marco",
"author_login": "thinkst-marco",
"committed_at": "2026-07-21T14:54:49Z",
"body_truncated": false,
"is_coding_agent": false
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"headline": "Early Logging on [Telnet|MySQL|FTP] Connection Made",
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"headline": "Update Stale Github Action (#374)",
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"headline": "Update README.md (#371)",
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"headline": "Initial support for LLMNR (#339)",
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"headline": "Update / fix build scripts (#354)",
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"headline": "Trim Whitespace to Fix Pre-Commit Failure (#350)",
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"headline": "Update configuration.rst (#349)",
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"headline": "Bump dependencies to work on Python 3.12 (#346)",
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"headline": "Fix formatting from black (#338)",
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"headline": "add device.listen_addr parameter (#337)",
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"headline": "Remove CI action PR trigger (#327)",
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"body": "* Update prereqs for ARM64 python version\r\n\r\nSigned-off-by: Jacob <jacob@torrey.io>\r\n\r\n* Added pkgx usage info\r\n\r\nSigned-off-by: Jacob <jacob@torrey.io>\r\n\r\n---------\r\n\r\nSigned-off-by: Jacob <jacob@torrey.io>",
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"headline": "README.md update (#324)",
"author_name": "Jacob Torrey",
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"headline": "Bump version to v0.9.2 (#323)",
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"headline": "Fix regression in telnet service (#321)",
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"headline": "Bump urllib3 from 2.0.2 to 2.0.7 in /docs (#316)",
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"headline": "Bump to v0.9.1",
"author_name": "Jason Bissict",
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"is_bot": false,
"headline": "Ssh clean up (#309)",
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"headline": "Add rsa-sha2-512 and rsa-sha2-256, keys (#308)",
"author_name": "Emmanuel Pitswane",
"author_login": "emmanuel-thinkst",
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"headline": "Fix some docker instructions to point to new wiki page (#304)",
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"body": "* Update README.md\r\n\r\nRestructure and rewrite the README.\r\n\r\n* Precommit fixes\r\n\r\n* Add pre-commit instructions to contributions\r\n\r\n* Small fix\r\n\r\n---------\r\n\r\nCo-authored-by: Jason Bissict <jason@thinkst.com>",
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"headline": "Update README.md (#303)",
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"headline": "Move to pcapyng (#302)",
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"headline": "Add a stale issue GH action (#301)",
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"headline": "Bump certifi from 2023.5.7 to 2023.7.22 in /docs (#261)",
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"headline": "Add some samba regex improvements (#300)",
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"headline": "Portscan improvements (#297)",
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"headline": "Add docker build (#295)",
"author_name": "Tjaart van der Walt",
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"headline": "Add pre-commit config (#293)",
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"headline": "Automatically disable portscan in Dockerised OpenCanary (#292)",
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"headline": "Update README.md (#291)",
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"headline": "Update README.md (#290)",
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"headline": "Fix community health file links (#289)",
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"body": "* fix typos\r\n\r\n* Update docs/services/windows.rst\r\n\r\n* Update opencanary/test/module_test.py",
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"headline": "Fix typos (#287)",
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"headline": "Update README.md (#286)",
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"oid": "76d749693b63066cc9a2da19b7c2ab27f5ed32fe",
"body": "* Add new community health files to Readme\r\n\r\n* .\r\n\r\n* reorder",
"is_bot": false,
"headline": "Add discussions to readme (#285)",
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{
"oid": "188353a7f25abd3308027f8e75fba30e37018c4f",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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],
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{
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"key": "community_health",
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"notes": [],
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"inputs": {
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"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"followers": 208,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "thinkst",
"public_repos": 29,
"account_age_days": 4010
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "208 followers of thinkst",
"points": 16.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 208,
"login": "thinkst"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "29 public repos, account ~10 yr old",
"points": 22.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 29
}
},
{
"code": "account_age_years",
"params": {
"years": 10
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"opencanary"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "28 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 28
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 91,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".flake8",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "27 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": "http://opencanary.org",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "http://opencanary.org",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 69,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 69,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6.9
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "27 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"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": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 11 contributing companies or organizations",
"points": 2.5,
"status": "met",
"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": "24 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": "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": "4 existing vulnerabilities detected",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "moderate",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 76 resolved dependencies against OSV; 6 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 76
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 6
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 68,
"inputs": {
"source": "osv",
"advisories": 9,
"affected_packages": 5,
"assessed_packages": 76,
"unassessed_packages": 6,
"affected_by_severity": "high 1, moderate 2, low 2",
"direct_affected_packages": 3
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "3 affected: gitpython 3.1.51 (high 7.5), idna 3.7 (moderate 5.3), setuptools 78.1.1 (moderate 6.1)",
"points": 10.9,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 3,
"packages": "gitpython 3.1.51 (high 7.5), idna 3.7 (moderate 5.3), setuptools 78.1.1 (moderate 6.1)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory has been public longer than 90 days",
"points": 40,
"status": "met",
"details": [
{
"code": "advisories_none_stale",
"params": {
"days": 90
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 76,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"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": 6
},
"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": "moderate",
"name": "AI Readiness",
"value": 56,
"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": 0.926,
"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": "87 of 94 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 87,
"sampled": 94
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
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],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.06
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/Makefile"
}
}
],
"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": ".flake8",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8"
}
}
],
"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, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, 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": "6 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 6,
"sampled": 100
}
}
],
"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": 40918,
"source_files_sampled": 53,
"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": "0/53 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 53,
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"deps.dev does not index pypi:opencanary@0.9.9; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-22T10:54:25.231602Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/thinkst/opencanary.svg",
"full_name": "thinkst/opencanary",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}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.