Public record
Software health reportschema 0.30.0 · metrics 2.3.1 · 2026-08-03 04:11 UTC

ansible / receptor

Project Receptor is a flexible multi-service relayer with remote execution and orchestration capabilities linking controllers with executors across a mesh of nodes.

GoCustom license★ 191 stars⑂ 102 forkssince May 2020View on GitHub ↗
KindCommand-line toolLibraryhow this is determined

ansible/receptor holds a health index of 89 out of 100, placing it in the Excellent band. It scores highest on Sustainability & Governance (82/100) and lowest on AI Readiness (66/100). It was last updated 12 days ago. 3 contributors account for most of its recent work.

89
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

89
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 75 is calibrated to 89 on the published index scale (record calibration 2026-08-02).

Ownership

AnsibleOrganization
3,704 followers303 public repossince Mar 2012

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/ansible/receptorv1.6.7-3617 days ago
PyPIreceptorctl1.6.7-4312 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

81Excellent · 21% of overall

Development activity

75Good
How it's scored
28.8/36Push recency — last push 12 days ago
24.9/36Commit cadence — 36/52 weeks with commits
18/18Commit volume — 134 commits in the last year
3/10OpenSSF Scorecard: Maintained — 4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3
Inputs used
commits_last_year134
human_commit_share0.81
days_since_last_push12
active_weeks_last_year36

Release discipline

90Excellent
How it's scored
27/27Ships releases — 50 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~44 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count50
latest_release_tagv1.6.7
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases44

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

69Good · 17% of overall

Popularity & adoption

61Moderate
How it's scored
37/60Stars — 191 stars
16.7/25Forks — 102 forks
7.7/15Watchers — 25 watchers
Inputs used
forks102
stars191
watchers25
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

79Good
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges1
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicessonarcloud.io
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

82Excellent · 23% of overall

Maintainer resilience (bus factor)

77Good
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
17.1/22.5Commit distribution — top contributor authored 24% of commits
13.5/13.5Contributor breadth — 51 contributors
10/10OpenSSF Scorecard: Contributors — project has 16 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled51
top_contributor_share0.238

Issue & PR responsiveness

77Good
How it's scored
32.4/42Issue resolution — 77% of issues closed
21.4/30PR acceptance — 932/1,306 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
13.5/15OpenSSF Scorecard: Code-Review — Found 19/20 approved changesets -- score normalized to 9
Inputs used
merged_prs932
open_issues54
closed_issues183
prs_merged_7d0
prs_decided_7d0
prs_merged_30d2
prs_decided_30d2
issue_closed_ratio0.772
closed_unmerged_prs374
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.

Ownership & stewardship

80Excellent
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 3,704 followers of ansible
25/25Track record — 303 public repos, account ~14 yr old
Inputs used
followers3,704
owner_typeOrganization
is_verified—
owner_loginansible
public_repos303
account_age_days5,262

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on go, pypi
35/35Publish recency — latest publish 12 days ago
20/20Version history — 43 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/ansible/receptor, receptorctl
ecosystemsgo, pypi
any_deprecatedno
min_days_since_publish12

Engineering Quality

Are baseline engineering and documentation practices in place?

76Good · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 12 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

65Good
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
0/10Wiki
Inputs used
topics—
has_wikino
homepage—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

67Good · 16% of overall

Security posture

59Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 19/20 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 16 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
2.2/7.5Maintained — 4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 17 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.9

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages4
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:receptorctl@1.6.7 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

66Good · 4% of overall

Agent context & guidance

30At Risk
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
30.3/40Legible commit history — 46 of 81 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.568
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

90Excellent
How it's scored
18/18One-command bootstrap — Makefile, docs/Makefile, receptorctl/noxfile.py, tests/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 25 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 19 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, uv.lock
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, docs/Makefile, receptorctl/noxfile.py, tests/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0.25
toolchain_manifestsgo.mod
dependency_bot_commit_share0.19

Code legibility for models

99Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
54.2/55Manageable file sizes — 3/196 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes221,491
source_files_sampled196
oversized_source_files3

Machine-readable interfaces

40Weak
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalno
api_schema_files—

Key facts

191GitHub stars
51contributors
134commits, last 12 months
12days since last push
50releases
3bus factor
54open issues
Go, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'receptor-python-worker' from its registry

More detail

Star and fork history 0 ★ / 102 ⇿
0Stars
102Forks
48Releases

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.

02040608010012010232020-052023-052026-06
Major 1Minor 7Patch 35

Each point covers 6 days.

OpenSSF Scorecard 5.9 / 10
5.9aggregate

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).Scorecard v5.5.0 · 2026-08-03 04:10 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 19/20 approved changesets -- score normalized to 9
10Contributorsproject has 16 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
3Maintained4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities17 existing vulnerabilities detected
Direct dependencies 32
RegistryPackageVersion constraintManifest
Gogithub.com/creack/ptyv1.1.24go.mod
Gogithub.com/fortytw2/leaktestv1.3.0go.mod
Gogithub.com/fsnotify/fsnotifyv1.9.0go.mod
Gogithub.com/ghjm/cmdlinev0.1.2go.mod
Gogithub.com/golang-jwt/jwt/v4v4.5.2go.mod
Gogithub.com/google/go-cmpv0.6.0go.mod
Gogithub.com/google/shlexv0.0.0-20191202100458-e7afc7fbc510go.mod
Gogithub.com/gorilla/websocketv1.5.3go.mod
Gogithub.com/jupp0r/go-priority-queuev0.0.0-20160601094913-ab1073853bdego.mod
Gogithub.com/minio/highwayhashv1.0.3go.mod
Gogithub.com/pbnjay/memoryv0.0.0-20210728143218-7b4eea64cf58go.mod
Gogithub.com/prep/socketpairv0.0.0-20171228153254-c2c6a7f821c2go.mod
Gogithub.com/quic-go/quic-gov0.59.1go.mod
Gogithub.com/rogpeppe/go-internalv1.14.1go.mod
Gogithub.com/sirupsen/logrusv1.9.3go.mod
Gogithub.com/songgao/waterv0.0.0-20200317203138-2b4b6d7c09d8go.mod
Gogithub.com/spf13/cobrav1.9.1go.mod
Gogithub.com/spf13/viperv1.19.0go.mod
Gogithub.com/vishvananda/netlinkv1.3.0go.mod
Gogo.uber.org/goleakv1.3.0go.mod
Gogo.uber.org/mockv0.5.2go.mod
Gogolang.org/x/netv0.55.0go.mod
Gogolang.org/x/sysv0.45.0go.mod
Gogopkg.in/yaml.v2v2.4.0go.mod
Gok8s.io/apiv0.31.3go.mod
Gok8s.io/apimachineryv0.31.3go.mod
Gok8s.io/client-gov0.31.3go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/grafana/pyroscope-gov1.2.4go.mod
PyPIpython-dateutil>=2.8.1receptorctl/pyproject.toml
PyPIclick>=8.3.3, <8.4.0receptorctl/pyproject.toml
PyPIPyYAML>=5.4.1receptorctl/pyproject.toml
All dependencies 114

Full resolved dependency set from the GitHub dependency graph: 32 direct and 82 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/creack/ptyv1.1.24direct
Gogithub.com/fortytw2/leaktestv1.3.0direct
Gogithub.com/fsnotify/fsnotifyv1.9.0direct
Gogithub.com/ghjm/cmdlinev0.1.2direct
Gogithub.com/golang-jwt/jwt/v4v4.5.2direct
Gogithub.com/google/go-cmpv0.6.0direct
Gogithub.com/google/shlexv0.0.0-20191202100458-e7afc7fbc510direct
Gogithub.com/gorilla/websocketv1.5.3direct
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Gogithub.com/sirupsen/logrusv1.9.3direct
Gogithub.com/songgao/waterv0.0.0-20200317203138-2b4b6d7c09d8direct
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Gogolang.org/x/netv0.55.0direct
Gogolang.org/x/sysv0.45.0direct
Gogopkg.in/yaml.v2v2.4.0direct
Gok8s.io/apiv0.31.3direct
Gok8s.io/apimachineryv0.31.3direct
Gok8s.io/client-gov0.31.3direct
PyPIclick8.3.3direct
PyPIpython-dateutil2.9.0.post0direct
PyPIpyyaml6.0.3direct
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
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Gogithub.com/go-logr/logrv1.4.2indirect
Gogithub.com/go-openapi/jsonpointerv0.19.6indirect
Gogithub.com/go-openapi/jsonreferencev0.20.2indirect
Gogithub.com/go-openapi/swagv0.22.4indirect
Gogithub.com/gogo/protobufv1.3.2indirect
Gogithub.com/golang/protobufv1.5.4indirect
Gogithub.com/google/gnostic-modelsv0.6.8indirect
Gogithub.com/google/gofuzzv1.2.0indirect
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Gogithub.com/imdario/mergov0.3.15indirect
Gogithub.com/inconshreveable/mousetrapv1.1.0indirect
Gogithub.com/josharian/internv1.0.0indirect
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Gogithub.com/klauspost/compressv1.17.8indirect
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Gogolang.org/x/timev0.5.0indirect
Gogoogle.golang.org/protobufv1.35.2indirect
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Gogopkg.in/inf.v0v0.9.1indirect
Gogopkg.in/ini.v1v1.67.0indirect
Gogopkg.in/yaml.v3v3.0.1indirect
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PyPIdoc8—indirect
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PyPIiniconfig2.3.0indirect
PyPIpackaging26.2indirect
PyPIpbr—indirect
PyPIpluggy1.6.0indirect
PyPIpygments2.20.0indirect
PyPIpytest9.0.3indirect
PyPIpytest-cov7.1.0indirect
PyPIrstcheck—indirect
PyPIruff0.15.12indirect
PyPIsetuptools—indirect
PyPIsetuptools-scm—indirect
PyPIsix—indirect
PyPIsix1.17.0indirect
PyPIsphinx—indirect
PyPIsphinx-ansible-theme—indirect
PyPItomli2.4.1indirect
PyPItyping-extensions4.15.0indirect
Dependency advisories 0

Installing pypi:receptorctl@1.6.7 pulls in 4 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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": 8037,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Go": 1450416,
        "Shell": 5164,
        "Python": 70802,
        "Makefile": 9639,
        "Dockerfile": 5211
      },
      "pushed_at": "2026-07-21T19:10:35Z",
      "created_at": "2020-05-17T14:44:12Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T13:31:34Z",
      "description": "Project Receptor is a flexible multi-service relayer with remote execution and orchestration capabilities linking controllers with executors across a mesh of nodes.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "devel",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": "https://www.ansible.com/",
      "name": "Ansible",
      "type": "Organization",
      "login": "ansible",
      "company": null,
      "location": "United States of America",
      "followers": 3704,
      "avatar_url": "https://avatars.githubusercontent.com/u/1507452?v=4",
      "created_at": "2012-03-06T14:55:51Z",
      "is_verified": null,
      "public_repos": 303,
      "account_age_days": 5262
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.6.7",
          "kind": "patch",
          "published_at": "2026-07-21T19:19:46Z"
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        {
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          "is_bot": false,
          "headline": "Fix SonarQube issue: Implement Error() method for errorReadCloser",
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          "body": "- Handle PEM decode rest bytes in tlsconfig_test.go\n- Handle hash computation validity flag in tlsconfig_test.go\n- Fix big.Int parsing in common_test.go (use integer string)\n- Fix variable shadowing in adapter_test.go goroutine\n- Handle context cancellation errors in various test files\n- Handle erro\n[…]\n-existent service\n- Replace panic with error return in setupBadCertificateRequestPEMData\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Fix unhandled errors in test files",
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          "oid": "36766a8a5b51fe4b9f282c2734fc1d1dd7754715",
          "body": "Address PR feedback: Variable represents retry count, not actual seconds.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Rename timeout_seconds to max_retries for clarity",
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          "body": "This commit adds comprehensive unit tests for receptorctl CLI commands\nand configuration functionality:\n\n- Add test_cmd_traceroute: Tests traceroute command with valid node\n- Add test_cmd_traceroute_invalid_node: Tests traceroute with non-existent node\n- Add test_cmd_work_results_invalid_unit_id: Te\n[…]\n proper error handling\nfor edge cases in receptorctl commands and configuration parsing.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Add unit tests for receptorctl to improve code coverage",
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          "body": "Addresses SonarQube rule godre:S8166 which flags when t.Fatal or\nt.Fatalf is called from a goroutine. This change uses an error channel\nto collect errors from reader goroutines and calls t.Fatal in the main\ntest function.\n\nChanges:\n- Use error channel to collect errors from goroutines\n- Call cancel(\n[…]\ns\nruntime.Goexit(), and prevents WaitGroup from waiting unnecessarily\nwhen errors occur.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Fix SonarQube issue: Use error channel for goroutine error handling",
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          "headline": "Remove usage of os.TempDir",
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          "headline": "Test Coverage for pkg/netceptor/firewall_rules.go (#1500)",
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        {
          "oid": "561d9e579cecfebf9931616d6c0b833230d5eca9",
          "body": "- Remove unused configFile parameter from ParseReceptorConfig, ParseCertificatesConfig, and ParseBackendConfig\n- These functions use viper.Unmarshal() which doesn't require the configFile parameter\n- Mark unused cmd and args parameters in handleRootCommand with underscore\n- Update all call sites to match new signatures\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Remove unused parameters from config functions",
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          "body": "…authentication\n\nRefactor GitHub Actions workflows to address SonarQube security issue\nS7636 by replacing manual docker login shell commands with the official\ndocker/login-action@v3.\n\nSecurity improvements:\n- Credentials no longer appear in shell commands or process lists\n- Passwords not echoed thro\n[…]\ncommand\n\nAll credentials properly quoted and using correct secret names (QUAY_USERNAME).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix SonarQube issue githubactions:S7636: Use docker/login-action for …",
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          "committed_at": "2025-12-04T14:38:53Z",
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          "body": "- Simplify pkg/types/main.go to return err directly instead of if/else\n- Revert pkg/workceptor/kubernetes.go else clause removal for readability\n\nPer team discussion, the else clause in kubernetes.go improves\nreadability in the complex control flow and should be retained.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Address PR review feedback",
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          "headline": "Fix SonarQube issues: Remove unnecessary else clauses",
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          "body": "…st.go\n\nReplace context.Background() calls with the available context parameter 'ctx'\nin test helper functions. This addresses the SonarQube issue about using the\navailable context parameter instead of creating new background contexts.\n\nChanges:\n- Updated all expectedCall functions in TestPacketConn\n[…]\nNewPacketConn to use the ctx variable consistently\n- All existing tests continue to pass\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Add unit tests to improve test coverage (#1490)",
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          "body": "Bumps [wntrblm/nox](https://github.com/wntrblm/nox) from 2025.05.01 to 2025.11.12.\n- [Release notes](https://github.com/wntrblm/nox/releases)\n- [Changelog](https://github.com/wntrblm/nox/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/wntrblm/nox/compare/2025.05.01...2025.11.12)\n\n---\nupdated-dependencies:\n- dependency-name: wntrblm/nox\n  dependency-version: 2025.11.12\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "body": "Refactor GetConnection function in pkg/workceptor/remote_work.go to reduce\nits cognitive complexity from 16 to 15 (the allowed threshold).\n\nThe crypto error detection logic has been extracted into a new helper\nfunction getCryptoErrorDetail(), which:\n- Checks if an error string contains crypto-relate\n[…]\nability while addressing\nthe SonarQube cognitive complexity issue (go:S3776) at line 86.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Add doc explaining kubernetes.go current workflow and functionality (…",
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          "body": "Adds comprehensive unit tests for pkg/utils/bridge.go to improve test coverage\nand code quality. Also improves variable naming and fixes error handling issues.\n\n- Renamed parameters in bridgeHalf for clarity:\n  - conn1/conn2 → sourceConnection/destinationConnection\n- Fixed fragile error handling:\n  \n[…]\nions detected (verified with -race flag)\n- Tests run successfully in parallel where safe\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 5 to 6.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v5...v6)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "body": "Adds comprehensive unit tests for pkg/utils/readstring_context.go to\nimprove test coverage and code quality.\n\nTest Coverage:\n- 100% code coverage for readstring_context.go\n- 7 test functions covering all code paths and edge cases\n\nTest Cases:\n- Successful reads with various delimiters (newline, colo\n[…]\nontext cancellation\n\nAll tests pass successfully and run in parallel using t.Parallel().\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Add unit tests for ReadStringContext function",
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          "headline": "Fix SonarCloud issue: Replace duplicate \"remote ExtraData missing\" li…",
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          "body": "…ptor Addr (#1442)",
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          "headline": "AAP-49041: Fix context leak in AcceptLoop when RemoteAddr is not Rece…",
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          "headline": "Fix SonarCloud issue: Replace duplicate \"Error closing %s: %s\" litera…",
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          "body": "Define a constant DefaultBindAddr instead of duplicating the literal\n\"0.0.0.0\" 3 times in cmd/defaults.go.\n\nThis resolves the SonarCloud issue go:S1192 and improves code\nmaintainability by having a single source of truth for the default\nbind address.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "body": "…h constant\n\nDefine a constant errMsgStatusFileUpdate instead of duplicating the\nliteral \"Error updating status file %s: %s\" 7 times in\npkg/workceptor/command.go.\n\nThis resolves the SonarCloud issue go:S1192 and improves code\nmaintainability by having a single source of truth for the status\nfile upd\n[…]\nlevel\n- Replaced all 7 occurrences throughout the file in various\n  error handling paths\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Fix SonarCloud issue: Replace duplicate status file error message wit…",
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          "body": "Define a constant logFormatWithUnitID instead of duplicating the\nliteral \"[%s] %s\" 4 times in pkg/workceptor/workunitbase.go.\n\nThis resolves the SonarCloud issue go:S1192 and improves code\nmaintainability by having a single source of truth for the log\nformat string used to prepend unit IDs to log me\n[…]\n01)\n  - Warning method (line 107)\n  - Info method (line 113)\n  - Debug method (line 119)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
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          "headline": "Fix SonarCloud issue: Replace duplicate \"[%s] %s\" literal with constant",
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          "is_bot": false,
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          "body": "…h constant\n\nDefine a constant AUTHOR_NAME instead of duplicating the literal\n\"Red Hat Ansible\" 3 times in docs/source/conf.py.\n\nThis resolves the SonarCloud issue python:S1192 and improves code\nmaintainability by having a single source of truth for the author name\nin the Sphinx documentation config\n[…]\nonstant at module level\n- Replaced occurrences in copyright, author, and latex_documents\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix SonarCloud issue: Replace duplicate \"Red Hat Ansible\" literal wit…",
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          "headline": "Bump github/codeql-action from 3 to 4 (#1465)",
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          "is_bot": true,
          "headline": "Bump actions/upload-artifact from 4 to 5 (#1467)",
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          "is_bot": false,
          "headline": "[AAP-55666] Fix set minimum TLS version to 1.3 as Default (#1460)",
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          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 5.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v4...v5)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '5'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 4 to 5",
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          "oid": "83d662036ee9347abac92d0169aa545ac0f761ef",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python) from 5 to 6.\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v5...v6)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-python\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 5 to 6",
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          "oid": "989854bf252e811fff6220e3c79fbb7d81c7c0af",
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          "headline": "Fix flaky qlog test (#1464)",
          "author_name": "Dave Mulford",
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          "oid": "357021d9b42b3dbccbabfff6b84fbdfab591a2de",
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          "is_bot": false,
          "headline": "Add ping_test.go unit tests (#1455)",
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        {
          "oid": "a1be0a9cfbeb8abeed9c3d69958df76e4ec198fe",
          "body": "…r size (#1457)",
          "is_bot": false,
          "headline": "[AAP-51479] Add error handling when certs overflow the QUIC RFC buffe…",
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        {
          "oid": "6b20e21601c159b2ac16fcdf53d1790b42adc56e",
          "body": "… (#1462)\n\nCo-authored-by: Andrea Restle-Lay <arestlel@redhat.com>",
          "is_bot": false,
          "headline": "Remove Kube retry counter decrement on EOF with job in Running status…",
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          "body": "…sts (#1456)",
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          "headline": "[AAP-51479] Move ReceptorVerifyFunc to tlsconfig.go and write unit te…",
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              "owner_login": "ansible",
              "public_repos": 303,
              "account_age_days": 5262
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
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                ],
                "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": "3,704 followers of ansible",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 3704,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "303 public repos, account ~14 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 303
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                  },
                  {
                    "code": "account_age_years",
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                      "years": 14
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                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/ansible/receptor",
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              "ecosystems": "go, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 12
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
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                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 12 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
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                      "days": 12
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "43 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
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                      "count": 43
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "12 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
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                "points": 24,
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              {
                "key": "linter_config",
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                "key": "pre_commit_hooks",
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              },
              {
                "key": "editorconfig",
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                "status": "missed",
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                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "points": 20,
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
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              "homepage": null,
              "has_readme": true,
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            "components": [
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                "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": [],
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
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                "max_points": 10
              },
              {
                "key": "topics",
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                "detail": null,
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                "status": "missed",
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                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 67,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "notes": [],
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              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
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                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 19/20 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 16 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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "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 run on all commits",
                "points": 5,
                "status": "met",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "17 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:receptorctl@1.6.7 runtime dependency closure — what installing the published package pulls in — 4 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:receptorctl@1.6.7",
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              },
              {
                "code": "advisories_reachability",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
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              "affected_packages": 0,
              "assessed_packages": 4,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "no_direct_advisories",
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                ],
                "max_points": 35
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              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
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                "max_points": 25
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              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "advisories_no_publication_date",
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 4,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "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": [
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                    "code": "no_malicious_dependencies",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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              "policy_countries": [
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                "Iran",
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              "commit_weight_rule": {
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                "min_commit_share": 0.1
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              "review_only_matches": 0,
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
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                "points": 100,
                "status": "met",
                "details": [
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 66,
        "weight": 0.04,
        "metrics": [
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            "note": null,
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                "key": "agent_instructions",
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                "status": "missed",
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "key": "legible_commit_history",
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                "max_points": 40
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            ]
          },
          {
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            "note": null,
            "notes": [],
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            "inputs": {
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                "details": [
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                "max_points": 18
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              {
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                "name": "Automated tests",
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              {
                "key": "lint_format_config",
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                "points": 11,
                "status": "met",
                "details": [
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                "points": 11,
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                "max_points": 11
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              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                "points": 10,
                "status": "met",
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                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "19 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
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                    "code": "dependency_bot_commits",
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                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
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            "note": null,
            "notes": [],
            "value": 99,
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                "key": "type_checkable_code",
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                "points": 45,
                "status": "met",
                "details": [
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                ],
                "max_points": 45
              },
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                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/196 source files over 60KB",
                "points": 54.2,
                "status": "partial",
                "details": [
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                    "code": "oversized_source_files",
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                ],
                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "example, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "cli",
        "library"
      ],
      "scores": {
        "cli": 14,
        "library": 12
      },
      "primary": "cli",
      "evidence": [
        {
          "tier": "declared",
          "label": "cli",
          "source": "pypi.console_scripts",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:click",
          "weight": 4
        },
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:github.com/spf13/cobra",
          "weight": 4
        }
      ],
      "artifacts": [
        {
          "path": "receptor-python-worker/pyproject.toml",
          "labels": [
            "cli"
          ],
          "ecosystem": "pypi"
        },
        {
          "path": "receptorctl/pyproject.toml",
          "labels": [
            "cli"
          ],
          "ecosystem": "pypi"
        }
      ],
      "confidence": "high",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'receptor-python-worker' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-03T04:11:11.919924Z",
  "schema_version": "0.30.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/ansible/receptor.svg",
  "full_name": "ansible/receptor",
  "license_state": "custom",
  "license_spdx": null
}

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.3.1, schema v0.30.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — Go, PyPI.