Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 11:03 UTC

Polar-Team / diffusion

Framework written in Go to simplify testing of ansible roles.

Go · PythonMIT★ 0 stars⑂ 0 forkssince Nov 2025View on GitHub ↗

Polar-Team/diffusion holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (92/100) and lowest on Community & Adoption (24/100). It was last updated 5 days ago. A single contributor accounts for most of its recent work.

57
overall / 100
Moderate

Software 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.

57
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)
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.

Ownership

Polar TeamOrganization
1 follower7 public repossince Jan 2025

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

Metrics by category

Vitality

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

92Excellent · 22% of overall
How it's scored
36/36Push recency — last push 5 days ago
21.5/36Commit cadence — 31/52 weeks with commits
18/18Commit volume — 434 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year434
human_commit_share1
days_since_last_push5
active_weeks_last_year31

Release discipline

100Excellent
How it's scored
27/27Ships releases — 76 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~7.7 days
10/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 10 signed artifacts.
Inputs used
releases_count76
latest_release_tagv0.7.7
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases7.7

Community & Adoption

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

24Critical · 18% of overall
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

46At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8.7/22.5Commit distribution — top contributor authored 62% of commits
4.1/13.5Contributor breadth — 3 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.615
How it's scored
38.9/46.8Issue resolution — 83% of issues closed
36.7/38.3PR acceptance — 73/76 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/10 approved changesets -- score normalized to 0
Inputs used
merged_prs73
open_issues3
closed_issues15
issue_closed_ratio0.833
closed_unmerged_prs3
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
2.2/25Owner reach — 1 followers of Polar-Team
9.7/25Track record — 7 public repos, account ~1 yr old
Inputs used
followers1
owner_typeOrganization
is_verified
owner_loginPolar-Team
public_repos7
account_age_days568

Engineering Quality

Are baseline engineering and documentation practices in place?

67Moderate · 20% of overall
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

65Moderate
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?

48At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 12 out of 12 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
0/7.5Code-Review — Found 0/10 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool detected
0/5Security-Policy — security policy file not detected
7.5/7.5Signed-Releases — 5 out of the last 5 releases have a total of 10 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 33 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.8

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.

60Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.99
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile, mcp/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
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, mcp/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
54.4/55Manageable file sizes — 1/90 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes81,418
source_files_sampled90
oversized_source_files1
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files

Key facts

0GitHub stars
3contributors
434commits, last 12 months
5days since last push
76releases
1bus factor
3open issues
Go, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch pypi package 'diffusion-mcp' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 4.8 / 10
4.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-25 11:02 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests12 out of 12 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/10 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool detected
0Security-Policysecurity policy file not detected
10Signed-Releases5 out of the last 5 releases have a total of 10 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities33 existing vulnerabilities detected
Direct dependencies 10
RegistryPackageVersion constraintManifest
Gogithub.com/BurntSushi/tomlv1.5.0go.mod
Gogithub.com/hashicorp/terraform-plugin-frameworkv1.19.0go.mod
Gogithub.com/hashicorp/terraform-plugin-logv0.10.0go.mod
Gogithub.com/hashicorp/vault-client-gov0.4.3go.mod
Gogithub.com/mattn/go-isattyv0.0.20go.mod
Gogithub.com/spf13/cobrav1.10.1go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
PyPImcp>=1.0.0mcp/pyproject.toml
PyPIpyyaml>=6.0mcp/pyproject.toml
PyPItomli>=2.0.0mcp/pyproject.toml
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
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          "headline": "Merge pull request #94 from Polar-Team/feature/add-ssh-key-pass-text-…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-19T15:01:43Z",
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        },
        {
          "oid": "87db70c6a94598b1b9e7d06c252d682c7d47bb74",
          "body": "…ction\n\n- Add SSHKeyBase64 field to DeployConfig for storing base64-encoded SSH private keys\n- Add --ssh-key-base64 CLI flag to deploy command for passing encoded keys\n- Decode base64 SSH key and write to temporary file with restricted permissions (0o600)\n- Inject decoded key path into host variable\n[…]\n so key paths are included in rendered YAML\n- Add base64 import and update Deploy function documentation\n- Enables Terraform integration where SSH keys are generated dynamically and not stored on disk",
          "is_bot": false,
          "headline": "feat(deploy): add base64-encoded SSH key support for dynamic key inje…",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-07-19T14:50:31Z",
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          "oid": "4866810502c0c4d97e30112b5724b9ac9d44d117",
          "body": "…-prompts",
          "is_bot": false,
          "headline": "Merge pull request #93 from Polar-Team/chore/agents-kiro-optimization…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-19T14:41:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e58a98858c69e31e817c28772dd55bfd77aa843",
          "body": "…iles\n\n- Extract inline prompt strings from agent JSON configs to separate .prompt.md files\n- Create prompt files for code-reviewer, devops-senior-engineer, go-senior-developer, and senior-qa-tester agents\n- Add new team-lead agent with dedicated configuration and prompt\n- Update agent JSON configs \n[…]\nting prompt content from agent metadata\n- Upgrade devops-senior-engineer model from claude-sonnet-4 to claude-sonnet-5\n- Enable easier prompt versioning and collaboration on agent behavior definitions",
          "is_bot": false,
          "headline": "feat(.kiro/agents): externalize agent prompts to dedicated markdown f…",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-07-19T14:14:08Z",
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          "oid": "4fcf986896a9e0be67fcbc5a563f55a785e3f9b1",
          "body": null,
          "is_bot": false,
          "headline": "Merge pull request #92 from Polar-Team/fix/deploy-logic-optimization",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-19T13:54:37Z",
          "body_truncated": false,
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        {
          "oid": "4bf7bb7ad204ae5f26c0bc7d58c7ff959647af17",
          "body": "…rsions",
          "is_bot": false,
          "headline": "Merge pull request #91 from Polar-Team/chore/update-mcp-dockerfile-ve…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-19T06:44:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36b84bf7936ae2a675430425cdc79a5868c0cb52",
          "body": "…odernize type hints\n\n- Extract container execution logic from RunDeployContainer into reusable DockerRunDeployContainer helper\n- Move docker run/rm command handling to utils package for better code organization\n- Inject container name generation into args rather than managing it separately\n- Replac\n[…]\nainer.go (now imported in helpers.go)\n- Improve error messages to include container name for better debugging\n- Consolidate container lifecycle guarantees (defer cleanup) into single reusable function",
          "is_bot": false,
          "headline": "refactor(deploy): extract docker container lifecycle management and m…",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-07-18T12:30:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fc96d6488c05651b36ecb48e934299c2e3b3456",
          "body": "…terns\n\n- Add generateSessionID() function to create unique UUIDv4 identifiers for container naming\n- Update RunDeployContainer to use dynamic container names (diffusion-deploy-<session-id>)\n- Add defer cleanup to ensure containers are forcefully removed on exit or failure\n- Update buildDeployDocker\n[…]\nes.Contains from standard library\n- Add documentation comment for stripScenarioPrefix function\n- Improves container lifecycle management and reduces container name collisions in concurrent deployments",
          "is_bot": false,
          "headline": "feat(deploy): add session-based container naming and improve code pat…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-18T12:17:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e4e6b8c589489619662febeb81bd5d287687aa94",
          "body": "- Go: 1.26.5\n- Python: 3.13.14-slim\n- UV: 0.11.28",
          "is_bot": false,
          "headline": "chore(mcp): update Dockerfile versions",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-07-13T09:22:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aad364ff708b6a7b4e331d96261c07d8a09d3376",
          "body": "…-duplications-change",
          "is_bot": false,
          "headline": "Merge pull request #90 from Polar-Team/fix/diffusion-docs-vars-proper…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-05T16:01:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74aa3f84f04bf00d19528a4708af0189362303d4",
          "body": "… vars\n\n- Update fixture comment in vars/main.yml to indicate static role binding reference instead of duplicate flag\n- Revise e2e-docs.sh test to check for \"also in\" indicator instead of \"duplicate\" warning\n- Align test expectations with improved cross-reference documentation feature\n- Ensures CI validation matches updated duplicate vs. cross-reference distinction logic",
          "is_bot": false,
          "headline": "ci(e2e-docs): update test fixture and validation for cross-referenced…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-05T15:30:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a167a700ad1b55cc254b975fd749493212129693",
          "body": "…efaults/vars\n\n- Add HasVarsRef field to RoleVariable to track vars that exist in both defaults/ and vars/\n- Update duplicate detection logic to differentiate true duplicates (multiple sources of same type) from cross-references (one defaults + one vars)\n- Mark cross-referenced variables with ℹ️ ind\n[…]\n- Update duplicate legend to clarify that duplicates are within the same source type\n- Improve inline comments explaining the distinction between critical duplicates and informational cross-references",
          "is_bot": false,
          "headline": "feat(docs): distinguish between duplicate vars and cross-referenced d…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-05T14:48:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3cdf0f51fe280d7d6f46a8f9c4b1136430434b5f",
          "body": "…tter-coverage-during-tests-and-update",
          "is_bot": false,
          "headline": "Merge pull request #89 from Polar-Team/chore/mcp-actualization-for-be…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-05T14:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ccd6f9ce403c1e67dab6ee3f0d7da0b5f296b289",
          "body": "…ults directory\n\n- Update description to reflect scanning all files under defaults/ directory, not just main.yml\n- Add note explaining that variables can be split across multiple defaults/ files (main.yml, network.yml, database.yml, etc.)\n- Clarify that documentation comments can be placed above or \n[…]\nl, defaults/database.yml) in documentation\n- Update example command output to show docs generation from all files in defaults/\n- Improves user understanding of the docs command's multi-file capability",
          "is_bot": false,
          "headline": "feat(mcp): expand docs command to support multiple YAML files in defa…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-05T14:36:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4742cdd133e06748362a637f28972548c7e97058",
          "body": "…tter-coverage-during-tests-and-update",
          "is_bot": false,
          "headline": "Merge pull request #88 from Polar-Team/chore/mcp-actualization-for-be…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-05T14:25:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5b01137aff2cddf1e00f5f639f1b6abe56dd58e",
          "body": "…rence docs\n\n- Add docker_in_docker_in_molecule tool to execute commands inside scenario containers for troubleshooting\n- Support optional working directory and configurable timeout parameters\n- Enhance CLI reference documentation for required (#-!) and optional (#-&) variable markers with clearer u\n[…]\ne instructions\n- Fix string quote consistency in example YAML documentation (use double quotes)\n- Improve marker syntax documentation to clarify relationship between type, name, and description fields",
          "is_bot": false,
          "headline": "feat(mcp): add docker_in_docker_in_molecule tool and improve CLI refe…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-05T14:24:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "26305d5558f1d16a85ddac49dcc576deca2b5a04",
          "body": "…tter-coverage-during-tests-and-update",
          "is_bot": false,
          "headline": "Merge pull request #87 from Polar-Team/chore/mcp-actualization-for-be…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-05T13:54:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4b32a04c7f669b2e6a7c465bfd308bce399df0d",
          "body": "…d marker syntax\n\n- Clarify `#-!` (required variable) marker: emphasize OMITTED status and specify syntax format with variable name only\n- Clarify `#-&` (optional/Jinja2 default) marker: emphasize OMITTED status and specify syntax format with variable name only\n- Add `syntax` field to both markers d\n[…]\nyml file\n- Update usage descriptions to clarify that markers document variables with no YAML declarations\n- Improve consistency and precision of marker documentation for better developer understanding",
          "is_bot": false,
          "headline": "feat(mcp): enhance Diffusion CLI reference documentation with improve…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-05T13:49:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cdf48432b66fa6f8ba9315cf5574eb76a4e0d45f",
          "body": "…tter-coverage-during-tests-and-update",
          "is_bot": false,
          "headline": "Merge pull request #86 from Polar-Team/chore/mcp-actualization-for-be…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-05T13:13:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ed42ba9036c86642e7b3b5da0680171e29f2768",
          "body": "- Convert multi-line f-strings to triple-quoted strings for improved readability\n- Standardize quote usage in string literals for consistency throughout the file\n- Change type annotation values from string to list format for clarity\n- Update Terraform provider reference examples to use consistent quote style\n- Simplify list assignment formatting for get_requirements_yml function\n- Add blank lines between function definitions for improved code organization",
          "is_bot": false,
          "headline": "style(mcp): fix string formatting and quote consistency in server.py",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-05T13:00:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8be2a97f1e89bb5518b694966d25f4c69f783cf3",
          "body": "- Add comprehensive \"docs\" command reference with marker syntax (#-|, #-?, #-!, #-&)\n- Include documentation for type annotations, descriptions, required/optional variables\n- Provide usage examples and annotation block patterns for the docs command\n- Add update_diffusion_docs() MCP tool to run `diff\n[…]\nle_scenarios() to scan only scenarios/ directory\n- Add \"docs --dry-run\" to the list of supported diffusion commands\n- Improves inline documentation generation for role defaults and variable management",
          "is_bot": false,
          "headline": "feat(mcp): add docs command support and refactor scenario discovery",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-05T12:45:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "861dc0878132d83de5d3e2f2c88d11ae03917dcc",
          "body": null,
          "is_bot": false,
          "headline": "Merge pull request #85 from Polar-Team/fix/ai-agent-tty-commands-failed",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-05T08:17:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e27a265b25879d5e87d739787f1bdbae17a56799",
          "body": "- Add terminal.go with IsTerminal() and IsInteractive() helpers to detect TTY availability\n- Introduce go-isatty dependency for cross-platform terminal detection (Cygwin support)\n- Promote go-isatty from indirect to direct dependency in go.mod\n- Replace hardcoded ciMode checks with IsInteractive() c\n[…]\nnal_test.go with tests for IsTerminal, IsInteractive, and TTY detection\n- Fixes behavior in non-TTY environments (CI, agent/MCP execution, piped output) by automatically disabling interactive features",
          "is_bot": false,
          "headline": "feat(utils): add terminal detection and interactive mode helpers",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-05T08:02:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eb292fbb0d086e373afc243acdcd3ff0fcdce471",
          "body": "…rsions",
          "is_bot": false,
          "headline": "Merge pull request #84 from Polar-Team/chore/update-mcp-dockerfile-ve…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-05T08:02:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bfefbcb00ee32436bd1d9b48f104b57f3745822",
          "body": "- Go: 1.26.4\n- Python: 3.13.14-slim\n- UV: 0.11.26",
          "is_bot": false,
          "headline": "chore(mcp): update Dockerfile versions",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-07-05T07:36:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28bc7a13006c4652a31b16a473b79cbefe826a92",
          "body": null,
          "is_bot": false,
          "headline": "added: submodule of terraform module",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-04T15:31:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3eda49a94f7e64119925b812b52effefe79246f3",
          "body": "feat: add diffusion-docs command for role variable documentation",
          "is_bot": false,
          "headline": "Merge pull request #83 from Polar-Team/feature/diffusion-docs",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-07-04T15:29:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "869743b48d59f3e2d4b9067e002fdb2de200620f",
          "body": "- Remove dependency on cmp utility for file comparison\n- Use shell variable assignment and string equality check instead\n- Read file contents directly with cat into variables\n- Compare files using [ \"$FILE_A\" = \"$FILE_B\" ] syntax\n- Improves portability by eliminating reliance on external tools",
          "is_bot": false,
          "headline": "ci: replace cmp with shell comparison in e2e docs test",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-04T15:09:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e37dc895853f30a4e295512b4ee60905e87792b8",
          "body": "- Replace diff with cmp for binary comparison (always available in coreutils)\n- Remove debug output and whitespace-only diff fallback logic\n- Fail immediately on any difference to ensure strict idempotency\n- Simplify control flow by removing conditional branches",
          "is_bot": false,
          "headline": "ci: simplify idempotency check in e2e docs test",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-04T15:01:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cd842846c2bf7d9b9dc30b837ca1333999ac94f",
          "body": "- Fix cp command to use `/.` syntax instead of `/*` for more robust fixture copying across systems\n- Add fallback README.md creation to handle cp implementations that skip hidden/special files\n- Enhance idempotency test with detailed diff output for debugging\n- Gracefully handle whitespace-only differences in generated output as non-critical\n- Improve test failure diagnostics with explicit diff output when idempotency check fails",
          "is_bot": false,
          "headline": "ci: improve e2e docs test fixture handling and idempotency checks",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-04T14:54:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "025b3460e34d5900edd6cb2fc23b759aae46b20e",
          "body": "- Fix directory copying to properly handle nested fixture structure using /* glob expansion\n- Create work directory explicitly before copying fixtures to ensure parent exists\n- Disable set -e temporarily to allow manual test assertion handling without premature exit\n- Rename idempotency test variables for clarity (readme_first → readme_after_first)\n- Suppress stderr output during second docs run to prevent broken pipe noise\n- Improve test comments to document idempotency verification flow",
          "is_bot": false,
          "headline": "ci: improve e2e docs test robustness and idempotency checks",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-04T14:41:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d77d842d1afc95fff9658b46e572ba17fa5128d8",
          "body": "- Add e2e-docs.sh script with comprehensive test suite for `diffusion docs`\n- Create e2e-docs-fixtures directory with defaults/, vars/, and templates/\n- Add fixture files demonstrating typed variables, required/optional fields, and Jinja2 templating\n- Update e2e.yml workflow to integrate docs comman\n[…]\nst coverage includes dry-run mode, doc generation, idempotency, and marker replacement\n- Verify variable extraction, deduplication detection, and proper filtering of loop iterators and local variables",
          "is_bot": false,
          "headline": "ci: add e2e fixtures and script for docs command testing",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-04T14:33:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9b3232fef0e53a110b05ff88a6b8e9f572f1f5ff",
          "body": "- Create fixture role with typed variables, required vars, and multi-line comments\n- Add defaults/main.yml with string, int, list types and required variable markers\n- Add vars/main.yml to test duplicate variable detection\n- Add templates/app.conf.j2 with Jinja2 for-loops and set statements\n- Add ta\n[…]\ne excluded from documentation\n- Test idempotency: running docs generation multiple times produces consistent results\n- Update e2e.yml workflow with comprehensive docs smoke test suite across matrix OS",
          "is_bot": false,
          "headline": "ci: add comprehensive docs command E2E smoke tests",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-07-04T14:23:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "17071274f06445d3b32dabe3ca2888faa3e19825",
          "body": "Previously only defaults/main.yml and vars/main.yml were scanned.\nNow all .yml/.yaml files in the defaults/ and vars/ directories are\nscanned recursively for variable declarations with type and description\nannotations.",
          "is_bot": false,
          "headline": "feat: scan all YAML files under defaults/ and vars/ directories",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-07-04T13:18:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74a1472efc673ac1f982c6bb88df4548541e5feb",
          "body": "Revert e2e.yml to its original state (before docs tests were added).\nThe docs feature is covered by unit tests in internal/docs/ and\ninternal/cli/docs_cmd_test.go.",
          "is_bot": false,
          "headline": "revert(ci): remove docs E2E smoke tests from workflow",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-07-04T13:06:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d0b497f9f1f53383fe966dba829d73066ed2a8d",
          "body": "- Set go-version to '1.25' (matches go.mod requirement go 1.25.4)\n- Exclude internal/registry and internal/galaxy from unit tests since\n  they require AWS/GCP CLI tools not available in the CI runner\n- These packages are tested implicitly via the smoke tests which run\n  inside Docker containers with proper tool setup",
          "is_bot": false,
          "headline": "fix(ci): use Go 1.25 and exclude external-tool-dependent tests",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-07-04T10:46:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1d258b7e37713e0adb1d72566f3d59b298a39d6",
          "body": "Move all informational/progress output (Scanning..., Found N variables,\nvariable summary, success message) to stderr. Only the dry-run generated\ndocumentation section goes to stdout.\n\nThis follows Unix conventions (stdout=data, stderr=status) and prevents\nSIGPIPE/broken pipe errors when stdout is piped or closed early.",
          "is_bot": false,
          "headline": "fix: send progress messages to stderr to prevent broken pipe",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-30T03:45:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b45aa7489b3298fc200e5680742069961496ad4",
          "body": "Redirect dry-run output to a file instead of piping directly to grep -q.\nWhen grep -q finds a match it closes stdin immediately, causing the Go\nbinary to receive SIGPIPE and print 'write /dev/stdout: broken pipe'.",
          "is_bot": false,
          "headline": "fix(ci): avoid broken pipe in docs dry-run smoke test",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-30T03:40:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2922c0380db3375bea2dc93119e3a6282d60c404",
          "body": "Change setup-go to use 'stable' which installs the latest stable Go\nrelease. This ensures compatibility with go.mod requiring go 1.25.4\nwithout relying on toolchain auto-download from an older Go version.\n\nResolves the exit code 127 error in E2E checks where the binary\nfailed to build due to Go version mismatch.",
          "is_bot": false,
          "headline": "fix(ci): use go-version stable to resolve exit 127",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-30T03:36:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "048d200739390dfb9b7dcf279e1ea671be25d9d6",
          "body": "The hardcoded go-version '1.21' cannot compile go 1.25.4 code when\nthe toolchain auto-download fails. Using go-version-file: 'go.mod'\nensures setup-go installs the exact Go version the project requires,\npreventing binary build failures that cause exit code 127 in E2E tests.",
          "is_bot": false,
          "headline": "fix(ci): use go-version-file to match project Go version",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-30T03:27:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b967330cb2e74ac8a46012407f8e06716d3cdb9c",
          "body": "Fix exit code 127 in E2E workflow by:\n- Using printf with single-quoted args (same pattern as deploy tests)\n- Using regular dash (#-|, #-?) instead of em-dash for type/description\n  annotations (both are supported by the regex parser)\n- Removing heredoc approach which breaks inside sh -c single-quoted blocks",
          "is_bot": false,
          "headline": "fix(ci): use regular dash in E2E docs fixtures and printf pattern",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-30T03:22:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d371a4ad5f6e177c81d23248db2e09235770c7d",
          "body": "Add 5 smoke tests for the 'diffusion docs' command in the E2E workflow:\n1. Dry-run mode outputs variables without writing\n2. Generate mode inserts begin/end markers in README.md\n3. Typed variables (string, int, bool) are correctly documented\n4. Multiline defaults (list, map) are shown in compact format\n5. Idempotent: re-running replaces content, no duplication\n\nTests use a temporary fixture role with defaults/main.yml, templates,\nand tasks to validate full end-to-end documentation generation.",
          "is_bot": false,
          "headline": "ci: add docs command E2E smoke tests",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-30T03:13:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d2204fde3b37b8ca11958a21eaefdc8cef1068c",
          "body": "Add tests for all new packages and functions:\n\ninternal/docs/docs_test.go:\n- TestIsBuiltinVariable: verifies builtin variable filtering\n- TestFormatMultiLineDefault: list/map serialization to compact format\n- TestScanYAMLFile_*: simple vars, multiline values, no annotations,\n  indented key skipping,\n[…]\nguration\n- TestRunDocs_*: valid role, dry-run mode, nonexistent path, file path,\n  empty role, current directory, existing README update\n- TestRunDocs_FullIntegration: end-to-end test with all sources",
          "is_bot": false,
          "headline": "test: add comprehensive tests for diffusion-docs feature",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-29T20:07:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "711afcaf917b1a3c05944a87a0e64558f23a3cc9",
          "body": "- Fix redundant newline in fmt.Println (go vet error)\n- Collect list/map indented content as default value representation\n- Lists display as: [item1, item2, item3]\n- Maps display as: {key1: val1, key2: val2}",
          "is_bot": false,
          "headline": "fix: resolve test failures and show multiline default values",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-29T19:55:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9edc8514b1e923c2d2d8a226f6cd9aff52016144",
          "body": "Add new 'diffusion docs' CLI command that scans Ansible role directories\nfor variables and generates documentation in README.md.\n\nFeatures:\n- Scans defaults/main.yml and vars/main.yml for variable declarations\n- Extracts type annotations from #—| comments above declarations\n- Extracts descriptions f\n[…]\n- internal/docs/readme.go - README.md generation and update logic\n- internal/cli/docs_cmd.go - CLI command registration\n\nCo-authored-by: Daniel Dalavurak <106514761+Morshimus@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add diffusion-docs command for role variable documentation",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-29T19:30:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0b81c23291ce29a32cf692ea1ab39208dcdf6839",
          "body": "…aform-plugin",
          "is_bot": false,
          "headline": "Merge pull request #82 from Polar-Team/feature/add-deploy-module-terr…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-06-28T14:25:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0229a2cc88248b6b12c865750cf7b650f7751fb",
          "body": "- Add extractSSHKeyDirs() function to parse inventory YAML and identify SSH key directories outside ~/.ssh\n- Mount additional SSH key directories as read-only volumes in container during deploy and ping probe phases\n- Rewrite SSH key paths in inventory using sed when extra directories are mounted to\n[…]\nment formatting in buildDeployDockerArgs() for Go standard compliance\n- Enables Terraform-generated project-local SSH keys and other non-standard key locations to work with container-based deployments",
          "is_bot": false,
          "headline": "feat(deploy): support SSH keys outside ~/.ssh directory",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-06-28T13:55:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f994863bd9e6fb34815006e3c9ea1b87b24afc89",
          "body": "…rsions",
          "is_bot": false,
          "headline": "Merge pull request #79 from Polar-Team/chore/update-mcp-dockerfile-ve…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-06-20T15:26:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0da281ebeb79584353c772895abaa5792687c22",
          "body": "- Go: 1.26.4\n- Python: 3.13.14-slim\n- UV: 0.11.21",
          "is_bot": false,
          "headline": "chore(mcp): update Dockerfile versions",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-06-15T12:09:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7db5686022ed944b45cd3382c8ca602ca920b856",
          "body": "…nario-flag",
          "is_bot": false,
          "headline": "Merge pull request #80 from Polar-Team/fix/ansible-remote-tmp-and-sce…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-06-13T18:23:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce9957db1bc31d4e34eb8c3ae712cd3a7aada80e",
          "body": "- Add ANSIBLE_REMOTE_TMP=/tmp/.ansible/tmp env var to converge, lint,\n  verify, and idempotence steps to prevent 'Failed to create temporary\n  directory' errors in CI environments where ~/.ansible/tmp is not writable\n- Fix lint and verify steps to use '--scenario ${{ inputs.scenario }}'\n  instead of bare '${{ inputs.scenario }}' (matching converge and\n  idempotence steps)\n\nCo-authored-by: Daniel Dalavurak <106514761+Morshimus@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: set ANSIBLE_REMOTE_TMP and fix --scenario flag in molecule steps",
          "author_name": "Kiro Agent",
          "author_login": "kiro-agent",
          "committed_at": "2026-06-13T17:01:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd48b821e220e52e38e8dd4bdd8d7eb370223a10",
          "body": null,
          "is_bot": false,
          "headline": "added: Terraform provider repositoty",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-06-13T15:58:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ff7eb27e268fa6b052fda55cc73dfe2583e98b2",
          "body": null,
          "is_bot": false,
          "headline": "fix: Moved terraform provider to seperate repository",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-06-13T15:52:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a60947edc482f7166e6d153857cab22fbcc242f5",
          "body": "…aform-plugin",
          "is_bot": false,
          "headline": "Merge pull request #77 from Polar-Team/feature/add-deploy-module-terr…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-06-13T15:45:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d0898358b5bc366919f76bd3bc4e32ea8950096",
          "body": null,
          "is_bot": false,
          "headline": "chore: Increase dive efficency rate.",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-06-13T12:42:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb74ac6625f24e8fccd1138dcd00445a9cb5ad4f",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into feature/add-deploy-module-terraform-plugin",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-06-07T15:47:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "925af73e04467cebfe37674a53349919a8a832e6",
          "body": "…rsions",
          "is_bot": false,
          "headline": "Merge pull request #78 from Polar-Team/chore/update-mcp-dockerfile-ve…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-06-07T09:12:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd58f581f95ef0ddbc55693a0a30b1c0e14d8799",
          "body": "- Go: 1.26.3\n- Python: 3.13.13-slim\n- UV: 0.11.17",
          "is_bot": false,
          "headline": "chore(mcp): update Dockerfile versions",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-06-01T11:30:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bafa92770124a6e027a1b99d2de723c0b7a35137",
          "body": null,
          "is_bot": false,
          "headline": "fixed: Error in text replaceing",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-31T16:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ebc2204954fb878687603571f46d7db11cd1c5a3",
          "body": null,
          "is_bot": false,
          "headline": "ci: fix heredoc terminators breaking YAML block scalar in e2e workflow",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-31T16:18:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bccbc7fdc37af055f336e67258a6a38f67c68fd9",
          "body": null,
          "is_bot": false,
          "headline": "ci: merge deploy smoke tests into e2e matrix job",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-31T16:14:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "357787e96fb60782c2719cc78e5ca86bb0e77ecb",
          "body": "…ures\n\ngit init defaults to 'master' on older Git versions; the role-source\nversion=main shallow-clone failed with 'Remote branch main not found'.\nAdd git branch -M main after the initial commit in both the CI workflow\nfixture and the Go acceptance test helper.",
          "is_bot": false,
          "headline": "fix: rename git branch to main in deploy E2E and acceptance test fixt…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-31T15:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10b0e720b2cba33e53c979dcb089cb4030bd2fca",
          "body": "…d before.",
          "is_bot": false,
          "headline": "fix: Not required go tests for Terraform Module as it's already teste…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-31T15:01:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ed8ee5e3f1925599142ce30c67eddfd195757ab",
          "body": "CLI unit tests (internal/cli/deploy_test.go):\n- parseKVPairs: valid pairs, value-with-equals, URL values, empty, missing\n  equals, trailing comma\n- parseRoleSources: galaxy/git happy paths, name+apply_to, multiple sources,\n  missing scm/version/url/galaxy, bad scm, empty input\n- parseHosts: happy pa\n[…]\n   2. Multiple role sources with apply_to\n    3. Skip-period idempotence (first run + second run)\n    4. Auto-generated playbook (no --playbook flag)\n  - Terraform provider unit tests via go test -run",
          "is_bot": false,
          "headline": "test: add E2E and unit tests for deploy command and Terraform provider",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-31T14:54:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "170c82a04b1c0876c7f30bf87aa2a1dcba84ef89",
          "body": "- Add \\diffusion deploy\\ CLI subcommand (internal/cli/deploy.go,\n  internal/deploy/*)\n  - Fetches diffusion.lock from remote role repos (git / Galaxy)\n  - Merges dependency constraints across multiple lock files\n  - Auto-generates Ansible playbook grouped by apply_to pattern\n  - Installs roles/colle\n[…]\non_deploy resource, diffusion_inventory data source)\n\n- Update mcp/diffusion_mcp/server.py: deploy entry in CLI reference,\n  deploy added to safe allowlist, new get_terraform_provider_reference\n  tool",
          "is_bot": false,
          "headline": "feat: add diffusion deploy command and Terraform provider",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-31T14:34:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "10caaa8165126cb679074b7bbdca307cfb101e7c",
          "body": "…rsions",
          "is_bot": false,
          "headline": "Merge pull request #76 from Polar-Team/chore/update-mcp-dockerfile-ve…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-05-26T18:18:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b075174bfd6b59545a956e1afe98ae3c8e35f1f3",
          "body": "- Go: 1.26.3\n- Python: 3.13.13-slim\n- UV: 0.11.16",
          "is_bot": false,
          "headline": "chore(mcp): update Dockerfile versions",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-05-25T10:02:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f49573d6e8bd798878519e62cafd5f63b4f03f4",
          "body": "…d-update-actions-scenario-option",
          "is_bot": false,
          "headline": "Merge pull request #75 from Polar-Team/chore/add-to-diffusion-test-an…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-05-24T12:23:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6214af27ea6b6b5bb7a2ced41cbe276d2aa30aa",
          "body": "…te action",
          "is_bot": false,
          "headline": "chore: add scenario input and remove cache inputs from diffusion-upda…",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-24T12:23:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e5ba4413fd2b80c891b21d5409ce3810004d2fb",
          "body": "…d-update-actions-scenario-option",
          "is_bot": false,
          "headline": "Merge pull request #74 from Polar-Team/chore/add-to-diffusion-test-an…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-05-24T12:11:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c463dec737ae431fa79e0164f88e4e4cb361bbe1",
          "body": null,
          "is_bot": false,
          "headline": "fix: wrong interpolation sign in github action",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-24T12:10:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39ae2adeb76f5db3452f3d0cb1de8c80f1977edf",
          "body": "…d-update-actions-scenario-option",
          "is_bot": false,
          "headline": "Merge pull request #73 from Polar-Team/chore/add-to-diffusion-test-an…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-05-24T12:06:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57629869f0faaa773cf45fa8ed68f8c6f268678a",
          "body": null,
          "is_bot": false,
          "headline": "fix: error with space",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-24T12:06:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcbc92c660168d7362e2f3740f9f6df3d16a0cd4",
          "body": "…d-update-actions-scenario-option",
          "is_bot": false,
          "headline": "Merge pull request #72 from Polar-Team/chore/add-to-diffusion-test-an…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-05-24T12:02:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23b6d914f1185fa4ae69076875e65743285d115d",
          "body": "…rsions",
          "is_bot": false,
          "headline": "Merge pull request #71 from Polar-Team/chore/update-mcp-dockerfile-ve…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-05-24T11:54:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b85a8d9c67bfc7b4f1093647d823d5d781a9ed7",
          "body": null,
          "is_bot": false,
          "headline": "chore: Added scenario flag in test action in CI",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
          "committed_at": "2026-05-24T11:53:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8afc53303dc1f375c1ab24e61b5e5ea041b5f50",
          "body": "- Go: 1.26.3\n- Python: 3.13.13-slim\n- UV: 0.11.14",
          "is_bot": false,
          "headline": "chore(mcp): update Dockerfile versions",
          "author_name": "Morshimus",
          "author_login": "Morshimus",
          "committed_at": "2026-05-18T10:00:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "169b3c1ae9a482e86b9ef9399f4efd0856978cb4",
          "body": "…-inside-diffusion-container",
          "is_bot": false,
          "headline": "Merge pull request #70 from Polar-Team/fix/molecule-add-scenario-flag…",
          "author_name": "Daniel Dalavurak",
          "author_login": "Morshimus",
          "committed_at": "2026-05-11T16:34:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98e7224dbb5f48a93bb002eec77d397575439118",
          "body": "Add table-driven test covering empty, default, and custom scenarios\nto ensure proper -s flag generation logic.",
          "is_bot": false,
          "headline": "test(molecule): add test coverage for scenarioFlag helper",
          "author_name": "Daniel Dalavurak",
          "author_login": "AnotherDD",
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                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 10 signed artifacts.",
                "points": 7.5,
                "status": "met",
                "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": "33 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 60,
        "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": 0.99,
              "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": "99 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 99,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "mcp/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, mcp/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, mcp/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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "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": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 81418,
              "source_files_sampled": 90,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/90 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 90,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [
    "Could not fetch pypi package 'diffusion-mcp' from its registry",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T11:03:06.177685Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/Polar-Team/diffusion.svg",
  "full_name": "Polar-Team/diffusion",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.