Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 11:31 UTC

andmarios / google-workspace-skill

Claude Code skill for Google Workspace management (drive, docs, sheets, slides, gmail, calendar, contacts)

PythonMIT★ 5 stars⑂ 2 forkssince Dec 2025View on GitHub ↗

andmarios/google-workspace-skill holds a health index of 43 out of 100, placing it in the At risk band. It scores highest on Vitality (67/100) and lowest on Security (29/100). It was last updated today. A single contributor accounts for most of its recent work.

43
overall / 100
At risk

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.

43
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

Marios AndreopoulosPersonal account
40 followers36 public repossince Dec 2011@lensesio

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIgws-cli1.4.03,69660 days agocalendarclidocsdrivegmailgooglesheetsslidesworkspace

Metrics by category

Vitality

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

67Moderate · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
7.6/36Commit cadence — 11/52 weeks with commits
17.2/18Commit volume — 81 commits in the last year
2/10OpenSSF Scorecard: Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
Inputs used
commits_last_year81
human_commit_share1
days_since_last_push0
active_weeks_last_year11
How it's scored
16.2/27Ships releases — 1 version tags (no GitHub releases)
36/36Release recency — latest release 2 days ago
12.6/27Release cadence — cadence unknown (single release)
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count1
latest_release_tagv1.4.0
releases_from_tagsyes
days_since_latest_release2
mean_days_between_releases
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

36At risk · 18% of overall
How it's scored
9.8/60Stars — 5 stars
0/25Forks — 2 forks
0/15Watchers — 0 watchers
Inputs used
forks2
stars5
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
How it's scored
47.6/80Monthly downloads — 3,696 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesgws-cli
dependents
ecosystemspypi
total_downloads
monthly_downloads3,696
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

38At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/46.8Issue resolution — no issues or no data
0/38.3PR acceptance — no decided pull requests or no data
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
11.6/25Owner reach — 40 followers of andmarios
23.4/25Track record — 36 public repos, account ~14 yr old
Inputs used
followers40
owner_typeUser
is_verified
owner_loginandmarios
public_repos36
account_age_days5,345
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 6 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgws-cli
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

38At risk · 20% of overall
How it's scored
0/24CI workflows
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_cino
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

29Critical · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
1.5/7.5Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
0/5Packaging — no data
0/5Pinned-Dependencies — no data
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — no data
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate2.9
Excluded from scoring (no data or not applicable): ci_tests, dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

56Moderate · 0% of overall
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 81 of 81 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes9,249
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
0/11Static type checking
0/10Reproducible environment
10/10Demonstrated agent practice — 81 of the last 81 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageno
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share1
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
0/45Type-checkable code — Python without a type-check config
49.9/55Manageable file sizes — 5/54 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes132,665
source_files_sampled54
oversized_source_files5

Key facts

5GitHub stars
1contributors
81commits, last 12 months
0days since last push
1releases
1bus factor
0open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:gws-cli@1.4.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks

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.

111222212026-012026-022026-04
OpenSSF Scorecard 2.9 / 10
2.9aggregate

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 · 2026-07-24 11:31 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
2Maintained3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
n/aToken-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 8
RegistryPackageVersion constraintManifest
PyPItyper>=0.9.0pyproject.toml
PyPIrich>=13.0.0pyproject.toml
PyPIgoogle-api-python-client>=2.100.0pyproject.toml
PyPIgoogle-auth>=2.23.0pyproject.toml
PyPIgoogle-auth-oauthlib>=1.1.0pyproject.toml
PyPIhttpx>=0.25.0pyproject.toml
PyPIprompt-security-utils>=1.3.0pyproject.toml
PyPIcryptography>=46.0.4pyproject.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
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 1278,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 1149025
      },
      "pushed_at": "2026-07-24T11:30:27Z",
      "created_at": "2025-12-30T21:52:11Z",
      "owner_type": "User",
      "updated_at": "2026-07-21T19:52:28Z",
      "description": "Claude Code skill for Google Workspace management (drive, docs, sheets, slides, gmail, calendar, contacts)",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Marios Andreopoulos",
      "type": "User",
      "login": "andmarios",
      "company": "@lensesio ",
      "location": "Greece",
      "followers": 40,
      "avatar_url": "https://avatars.githubusercontent.com/u/1239679?v=4",
      "created_at": "2011-12-04T13:06:02Z",
      "is_verified": null,
      "public_repos": 36,
      "account_age_days": 5345
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2026-07-21T15:00:35Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "f553af056ed88773cd71213f05b1bd38ed89c588",
          "body": "- SKILL.md: add an \"Auth modes: local vs server\" section explaining that\n  bare `gws-cli auth` logs in via the configured mode, how `auth status` /\n  `account list` surface it, and how to switch with `config set-mode`.\n- Note upstream token revoke on logout in the auth command list.\n- Sync version to 1.4.0 across pyproject.toml (was 1.3.1) and\n  gws/__init__.py (was 1.3.0) — they had drifted apart.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: document local vs server auth modes; bump version to 1.4.0",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-07-21T15:00:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b9407640f8c34a1ec5e805f9c752a51ec12bd8ca",
          "body": "Move the auth, account, and config Typer command groups out of the\nmonolithic cli.py into src/gws/commands/{auth,account,config}.py, matching\nthe existing convention used for the service command modules. cli.py becomes\na thin 69-line assembler that defines the root app and registers every group.\n\nPu\n[…]\ng,\nruff clean, no new mypy errors, and every command group (auth/account/config\nplus all 8 service groups) loads via the real CLI.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(cli): split 1124-line cli.py into per-group command modules",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-06-26T11:50:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2bb0590ce4595a53d9e1b613c50a2e35f556af46",
          "body": "Bug fixes (each with a regression test):\n- H1: `config set-mode server` with no --url no longer wipes the inherited\n  global server_url/server_provider (mirror the per-account conditional write);\n  the effective server URL is now reported in the output.\n- H2: deriving the encryption key on a per-acc\n[…]\nhe bare command logs in via the configured mode\n\nCleanup:\n- remove dead Config.is_service_enabled\n\nTest suite: 254 -> 274 passing.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(auth): fix 3 data-integrity bugs, harden security, surface auth mode",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-06-26T11:44:31Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a8882c208b03b9b0576ae5d3dffae3859f25bc64",
          "body": "Gmail's batch HTTP API caps at 100 requests per batch. list_messages()\nand list_drafts() previously stuffed all refs into a single batch,\ncausing failures when --max exceeded 100. Now chunks in groups of 100.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: chunk Gmail batch requests to respect 100-request API limit",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-04-07T18:35:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8744a42fad0deddb20c8995e257ad90d3bb3dea1",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: document download security gate, bump version to 1.3.0",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T18:00:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b2b23f75f0fe683bd7cb8463cc738719312945dc",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: add integration tests for download security gate",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T17:56:55Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8abb465fba95061fc9168a789d5078500a99bf49",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add download security gate to docs export",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T17:47:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1fa6963381a7722bd420095e0769aa8f084f02f1",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add download security gate to gmail download-attachment",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T17:41:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c24dd5e57e47eeabf8c8b1d2821f23734bb20ada",
          "body": "Integrate screen_download() into DriveService.download() and\nDriveService.export() methods. Add --force CLI flag to both commands\nto allow bypassing security screening when needed.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add download security gate to drive download/export",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T17:36:56Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b8c5ffb884589d6b9c96412d85337e1ef413411e",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add screen_download() helper for download security gate",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T17:23:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f526424d11e933dabfba2882b8a05bc8ecd2445d",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: simplify output_external_content using library skip_wrapping",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T17:16:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4bf27db3495ed1a745171258b6246ddb3caa2200",
          "body": "Add wrap_external_data and read_and_wrap_file to security utility exports.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump prompt-security-utils to >=1.3.0, add new exports",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T17:11:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "35fcc5ee7c3ff78dcb7b275e49555975330c7806",
          "body": "Previously only 5 operations (docs.read, sheets.read, slides.read,\ngmail.read, gmail.get_draft) used output_external_content() with\nsecurity markers. ~30 other operations output user-authored content\nfrom Google APIs via raw output_success(), bypassing all security\nlayers (session markers, regex det\n[…]\ntacts (3 ops).\n\nAlso adds calendar/contact source types to allowlist routing and\nfixes a pre-existing test assertion for session marker kwargs.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Security: wrap all external content with prompt-security-utils pipeline",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-07T15:02:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "db5b17cccf66d9d1cecfd84a2091982deac19038",
          "body": "Keep the file locally but stop tracking it in version control.\nAdded to .gitignore to prevent future commits.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: remove docker-compose-kroki.yml from git tracking",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-06T10:44:56Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "503a57c85e1985e7ff2dae2499c352956c692f1d",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: bump version to 1.1.0",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T17:15:56Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7778d8ce6ca6f4c422b0ca7c16576029b118981b",
          "body": "Providers that don't set token expiry return expires_in=0 from the\nrelay. The CLI used this value directly, making the token immediately\nexpired and triggering re-auth on every request. Now defaults to 1h.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix expires_in=0 causing immediate token expiry in server auth",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T16:00:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3c8716eadcea93a723e1807992edd402dc1d61a4",
          "body": "Markers are now generated once at module load and passed through to\noutput_external_content() rather than being generated per-call inside\nthe library. Aligns with the trusted-channel architecture where markers\nreach the LLM via the system prompt before any untrusted content.\n\nChanges:\n- output.py: m\n[…]\nia generate_markers();\n  pass markers to _output_external_content()\n- utils/security.py: re-export generate_markers and security_instructions\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Use session-scoped security markers (prompt-security-utils v1.2.0)",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T15:02:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e108f01f50f90e4c3b6940281a95689e8439a9a7",
          "body": "- Set pretty_exceptions_show_locals=False to prevent credential leaks\n  in Rich tracebacks (client_secret, encryption key, salt were exposed)\n- Rename PyPI package from gws to gws-cli\n- Improve README with usage examples and AI assistant integration guide\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Security: disable locals in tracebacks, improve README, bump 1.0.2",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T11:56:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "53ac84634e8afe0cde206dc074531c50d9b02c96",
          "body": "- Rename title to reflect CLI + Claude Code skill\n- Add Quick Start with uvx gws-cli usage\n- Add usage examples for all services\n- Add \"Using with AI Assistants\" section (Claude Code + other agents)\n- Replace placeholder URLs with actual repo links\n- Simplify security docs, link to prompt-security-utils\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Improve README and bump to 1.0.1",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T09:12:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "888d4701a24623a408b68e5d542f88f611f65e24",
          "body": "- Switch prompt-security-utils dependency from Git to PyPI (>=1.0.0)\n- SKILL.md: use self-describing markers from response instead of config file\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Prepare 1.0.0 release for PyPI",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T09:05:46Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9bc0dadcd2d507294435cba3bba1967703c4f284",
          "body": "- Replace `uv run gws-cli` with `uvx gws-cli` across all docs and references\n- Fix incorrect flags: --anyone → --type anyone, --count → RRULE COUNT, config → config list\n- Trim SKILL.md from 861 to 434 lines (progressive disclosure: move details to reference files)\n- Remove hardcoded security marker\n[…]\n Add Read permission for prompt-security config so markers can be discovered\n- Fix leaked 'google-lenses' in CLI help text → 'google-workspace'\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update SKILL.md: uvx migration, flag fixes, trim to 434 lines",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "663864e726441a3a398217ffc84e83b26c7a3325",
          "body": "When switching from local to server mode (or vice versa), the old token\nremains on disk and gets reused — the new auth mode never triggers.\nNow deletes the account's Google token on mode switch so the next API\ncall re-authenticates through the correct provider.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix: clear Google token when switching auth mode via config set-mode",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "39d23285f4c3ce8c05ee9f2b0e5a32578e76f0f7",
          "body": "Read-only scopes: when an account is set to read-only, request .readonly\nOAuth scopes (e.g. gmail.readonly, drive.readonly) so the token itself\nenforces least-privilege. Token is cleared on mode switch to force re-auth.\n\nBug fixes:\n- set-readonly/unset-readonly now use delete_encrypted() to clear bo\n[…]\n not\n  gws.auth.provider (where it's defined) to fix test isolation hang when\n  test_account_commands runs before test_docs or test_gmail_mime.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix 3 bugs, add read-only OAuth scopes, fix test isolation",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e97f3256006c42ab0ecbae34da44d08387fdb04d",
          "body": "All secret files (OAuth tokens, client credentials) are now encrypted\nat rest using Fernet symmetric encryption. The key is derived at runtime\nfrom machine-specific identifiers (machine-id + username) via HKDF-SHA256\nand never stored on disk.\n\n- Add crypto.py module (Fernet encrypt/decrypt, HKDF key\n[…]\ncredentials' CLI command for importing client_secret.json\n- Add 17 crypto module tests\n- Set GWS_ENCRYPTION=none to disable encryption entirely\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: encrypt secrets at rest using Fernet with machine-derived key",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d8248f49de7ea24522d3df300e823e7971f22d38",
          "body": "…cement, gmail MIME\n\nAdd 76 new tests (208 total) covering highest-risk untested code:\n- test_output.py: output_external_content security wrapping (15 tests)\n- test_server_auth.py: ServerAuthProvider token load/save/permissions (27 tests)\n- test_auth_provider.py: resolve_auth_provider factory + URL \n[…]\n_enforcement.py: account_callback allowed_operations (5 tests)\n- test_gmail_mime.py: MIME construction, CC/BCC, attachments, helpers (18 tests)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: security wrapping, server auth, provider factory, account enfor…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "937bfc57e877652b3b518147c960660c9d0cb18a",
          "body": "… fixtures\n\n- HYG-1: Add .claude/ and *.png to .gitignore\n- HYG-2: Replace real name with 'testuser' in LIVE_TESTING.md\n- HYG-3: Remove 7 unused fixtures and MockHttpError from conftest.py\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: gitignore .claude/ and *.png, anonymize test data, remove dead…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1e98e3c7e4ff16f2d647cd4618d5c51f8c149973",
          "body": "…onvert.py cleanup\n\n- ARCH-1: Add TOKEN_PATH and account_name properties to AuthProvider protocol;\n  remove 9 hasattr() checks in cli.py, use direct property access instead\n- ARCH-2: convert.py md_to_slides: raise e → bare raise, wrap cleanup delete\n  in try/except (HttpError, OSError) for best-effort behavior\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: add token_path/account_name to AuthProvider protocol, fix c…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5c30af5f4c6e48c1eecf1ec219ae524a8cb5a352",
          "body": "…notations\n\n- CLI-1/2: Replace 6 typer.echo + Exit(1) with output_error + ExitCode.INVALID_ARGS\n  in docs.py (append, insert-markdown) and gmail.py (send, reply, create-draft)\n- CLI-3: Widen output_error details param to Any, use 'is not None' check\n- CLI-4: read_json_stdin: sys.exit(4) → raise SystemExit(ExitCode.INVALID_ARGS)\n- CLI-5: docs.py set_table_column_widths: SystemExit → typer.Exit\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: replace typer.echo with output_error, fix exit codes and type an…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6387eeb3b6392ec86eac0cce0bd2c3787f7201ab",
          "body": "…ation, reminder parsing, JSON validation, diagram warnings\n\n- BUG-1: Gmail batch callback now collects errors and reports failed_ids\n- BUG-2: Replace 4 raw .execute() with self.execute() in sheets/slides create\n- BUG-3: Rewrite list_drafts to use batch requests (fix N+1 queries)\n- BUG-4: Add 3-char\n[…]\nndar reminders\n- BUG-6: Wrap json.loads in try/except for sheets write/append commands\n- BUG-8: Add stderr warning for failed diagram rendering\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: gmail batch errors, self.execute(), drafts batching, color valid…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3931f8b1e80f2ed0b8ec4c0c8c47cd6e1cea3426",
          "body": "- ERR-1a/1b: oauth.py — narrow token load/refresh excepts to specific types\n- ERR-1c/1d: server.py — narrow refresh/logout excepts to specific types\n- ERR-1e: gmail.py — document intentional best-effort get_profile behavior\n- ERR-2a/2b: config.py — warn on corrupt config/account config files\n- ERR-2c/2d: server.py — warn on corrupt server/google token files\n- BUG-7: server.py — replace deprecated datetime.utcnow()\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: narrow bare excepts, add stderr warnings for silent fallbacks",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "29d713546532a702b4d8cc4ce02980bf726f4994",
          "body": "…nt, validate account names, validate server URL\n\n- SEC-1: Introduce _write_secure_file() helper with atomic 0o600 permissions.\n  Used in all 5 locations that write tokens or config files.\n- SEC-2: Read-only account enforcement now defaults to deny when a service\n  is not listed in allowed_operation\n[…]\n-account flag\n  and GWS_ACCOUNT env var to prevent path traversal.\n- SEC-4: Server URLs are validated to require HTTPS for non-localhost hosts.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "security: enforce 0o600 on token/config files, default-deny enforceme…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0100af0b827d3afd6cabe7fc88a9b7fbba214d90",
          "body": "…ate server auth\n\n- Rename CLI entry point from `gws` to `gws-cli` (pyproject.toml + Typer app)\n- Move config directory from ~/.claude/.google-workspace/ to ~/.config/gws-cli/\n- Auto-migrate existing config on first run (copy, not move)\n- Update server auth provider with auto-login, improved banners\n[…]\n config set-mode\n- Update auth provider resolution to support server mode\n- Update all docs and references to use new CLI name and config paths\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: rename CLI to gws-cli, migrate config to ~/.config/gws-cli, upd…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2d641ba7d95d212b36e2f3651d2d746fc86cb661",
          "body": "Remove _scopes_to_names() — the relay server is scope-agnostic and\nexpects full scope URLs from clients. The CLI now sends scope URLs\n(e.g., \"https://www.googleapis.com/auth/documents\") directly instead\nof converting them to short names first.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: send full scope URLs to relay server",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a5faf184f1e5ab6ea05623e53417ec15cb9741c9",
          "body": "Introduce AuthProvider protocol with pluggable backends:\n- LocalAuthProvider (renamed from AuthManager, alias kept)\n- ServerAuthProvider (delegates to oauth-token-relay server)\n\nBaseService now uses resolve_auth_provider() factory that routes\nbased on GWS_SERVER_URL env var or config.server_url.\n\nNe\n[…]\nfig gains mode and server_url fields.\n\nNote: ServerAuthProvider is not yet testable — requires the\noauth-token-relay server (Phase 3) to exist.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add auth provider abstraction and server mode scaffolding",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-03-05T08:42:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a6b35d37b000cee96f871ddeebac8345b2c55918",
          "body": "…t service\n\n- Add `gws docs export` with friendly format names (markdown, pdf, docx, txt,\n  html, rtf, epub, odt) that map to MIME types, defaulting to markdown\n- Preprocess markdown line breaks before Google Docs import: add trailing\n  double-spaces for hard breaks since Google follows strict Commo\n[…]\n table, and examples\n- Update reference/drive.md with expanded export examples and cross-reference\n- Add export to docs READ_ONLY_OPS in config\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add docs export command, fix markdown line breaks and clean up conver…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-11T18:43:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "df76f9b6b57cac4d16548ff00a87ab07829da92f",
          "body": "…erations\n\nBug fixes across 4 services:\n- Drive: remove invalid supportsAllDrives from revisions, fix resolve-comment API method\n- Docs: fix tabId placement in rename/reorder-tab, add missing padding to paragraph-border\n- Slides: handle empty notes in set-speaker-notes, default scaleY to 1.0 in tran\n[…]\nve header lookup, use format=full for reply\n\nAlso updates LIVE_TESTING.md with full test results and adds live testing\nguidelines to CLAUDE.md.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix 12 bugs found during comprehensive live testing of all 217 CLI op…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-06T10:33:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8e042577fc4c0eb2a9fc0a07dd486afa45bfc574",
          "body": "Add ~350 lines of Google API documentation covering:\n- Fields parameter and partial responses\n- PATCH vs PUT semantics\n- Service-specific tips (Docs, Sheets, Slides, Drive, Gmail, Calendar, Contacts)\n- Error handling with HTTP status codes and 403 reason fields\n- Exponential backoff strategy with fo\n[…]\nula\n- Rate limits reference tables for all services\n- Expanded anti-patterns section\n\nSources from official Google Workspace API documentation.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Expand SKILL-advanced.md with comprehensive API best practices",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:57:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9d82a5b15c729bdf978deb340faecb3e0556f894",
          "body": "Ruff fixes:\n- gmail.py: Add missing imports for attachment support (MIMEMultipart,\n  MIMEBase, encoders, os, mimetypes)\n- commands/gmail.py: Rename ambiguous variable 'l' to 'label'\n- docs.py: Remove unused variable assignments in suggestion methods\n- cli.py: Add noqa comment for intentional late im\n[…]\nation between md_to_doc and md_to_pdf\n- sheets.py: Remove redundant parse_hex_color imports inside methods\n  (already imported at module level)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix ruff lint errors and simplify code",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:14:01Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "09c74986113781b89372d1bdcc9411c967e16156",
          "body": "- Docs: Add named ranges to capabilities\n- Sheets: Add move/copy data, charts, conditional formatting\n- Slides: Add transforms, grouping, Sheets chart embedding\n- Drive: Add replies, shared drives, change tracking\n- Gmail: Add history sync, batch label operations, label management\n- Calendar: Add manage calendars, move events, color definitions, subscriptions\n- Contacts: Add directory search (Workspace), batch operations\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update README capabilities table with new endpoints",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:08:25Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9b4328ee3fbab35fdf993462c95ff99079914ae8",
          "body": "Update Purpose section and key_capabilities to reflect all new\nfunctionality added across services.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update SKILL.md with new endpoint capabilities",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:06:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "97c3246abd38368ae0adcc96c6ca1f495c004f62",
          "body": "Update reference docs:\n- drive.md: Replies, Changes API, Shared Drives, generate-ids, update-revision\n- calendar.md: Calendar management, move-event, subscriptions, colors\n- gmail.md: untrash, label management, batch-modify, delete-thread, history\n- sheets.md: Data manipulation (move, copy-paste, au\n[…]\neplace-image, delete-positioned-object\n\nCreate new reference doc:\n- contacts.md: Full contacts service documentation including directory search\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add documentation for all new endpoints",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:06:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a40a3563fa6c336b471d709f94fdbb811bb7d1fb",
          "body": "Document all endpoints tested against real Google Workspace account\non 2026-02-05, including test commands, results, and bugs found.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add live testing documentation",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:01:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e9c228840d269bef9cd635b798c259b9b676cedf",
          "body": "The Google Drive API comments() and replies() endpoints don't accept\nthe supportsAllDrives parameter in the Python client library. This\nwas incorrectly added during Phase 2.\n\nAffected methods: list_comments, create_comment, resolve_comment,\ndelete_comment, reply_to_comment, list_replies, get_reply,\nupdate_reply, delete_reply.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix: Remove supportsAllDrives from comments/replies API",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:01:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6bf47b09df38b6c92f42544013fab272781da58b",
          "body": "Expose the historyId field from the API response, enabling users to\ntrack mailbox changes via the history endpoint.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Include history_id in Gmail read output",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:01:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e6c1bcdb8bd3992c810639cf415e478336e3c750",
          "body": "Fix pre-existing omission where colorId was fetched from API but\ndropped during output formatting. Events with custom colors now\ninclude color_id field.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Include colorId in calendar event list output",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:01:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "cad6838ec9283bfb2b51bf2ff71c426c41b9a86e",
          "body": "- Fix existing bugs: remove non-existent get-tab from docs, add\n  missing document-mode to docs list\n- Gmail: add get-label, history\n- Drive: add list-replies, get-reply, changes-token, list-changes,\n  list-shared-drives, get-shared-drive, generate-ids\n- Calendar: add colors\n- Contacts: add search-directory, list-directory, batch-get\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update READ_ONLY_OPS for new endpoints",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T10:01:38Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "dd7c48dcba6baa67962f6c62c99cfe5042923f1c",
          "body": "B6: Add 3 new Docs endpoints:\n- replace-named-range: Replace content in named ranges\n- replace-image: Replace existing image with new one\n- delete-positioned-object: Delete floating images/drawings\n\nB7: Add 3 new Contacts endpoints:\n- search-directory: Search Google Workspace directory\n- list-direct\n[…]\nt all people in directory\n- batch-get: Get multiple contacts in one request\n\nAdd directory.readonly scope to contacts for directory operations.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add 3 Docs and 3 Contacts endpoints plus directory scope",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T08:07:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a46a3302fd12ac3fae20de40e7d0cbd68d9272c8",
          "body": "B1: Add 7 new Slides endpoints:\n- Transforms: transform-element (scale, translate, rotate)\n- Images: update-image (transparency, outline)\n- Grouping: group, ungroup (combine/split elements)\n- Replacement: replace-shapes-with-image (batch image placeholder fill)\n- Accessibility: set-alt-text (screen reader descriptions)\n- Embedding: insert-sheets-chart (embed linked/static Sheets charts)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add 7 new Slides endpoints for transforms and embedding",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T08:04:52Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "82d2faa4671f6bb10fb92efc75a406ee709c3924",
          "body": "A4: Fix list_calendars() to use fields parameter instead of fetching\nall calendar properties. Now uses 'items(id,summary,primary,accessRole,\nbackgroundColor),nextPageToken'.\n\nB3: Add 7 new Calendar endpoints:\n- Calendar management: create-calendar, delete-calendar, clear-calendar\n- Events: move-even\n[…]\nbetween calendars)\n- Colors: colors (get color definitions for calendars/events)\n- Subscriptions: subscribe, unsubscribe (manage calendar list)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add fields param to Calendar list and 7 new endpoints",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T08:02:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ef09284073fca6b2544de95f4dcb595b7b008922",
          "body": "A6: Fix list_messages N+1 problem by using batch HTTP requests instead\nof individual .get() calls. Listing 10 messages now uses 2 API calls\n(1 list + 1 batch get) instead of 11 (1 list + 10 individual gets).\n\nB5: Add 6 new Gmail endpoints:\n- Messages: untrash (restore from trash), batch-modify (bulk\n[…]\nlabel, update-label (name, visibility, colors)\n- Threads: delete-thread (permanent deletion)\n- History: history (list mailbox changes for sync)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix Gmail N+1 query and add 6 new endpoints",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T08:00:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "835cc1bb47510edc5e344ad417312fbd8d8e1514",
          "body": "A3: Fix metadata() and read() to use fields parameter instead of\nfetching entire spreadsheet data. metadata() now uses\n'spreadsheetId,properties,sheets(properties)' and read()'s fallback\nuses 'sheets(properties(title))'.\n\nB2: Add 8 new Sheets endpoints:\n- Charts: update-chart (title, type, legend po\n[…]\n update-filter-view\n\nAlso fixes pre-existing bug where add_banding used undefined hex_to_rgb\nby adding module-level import for parse_hex_color.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add fields param to Sheets metadata and 8 new endpoints",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T07:58:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a83e203ea77c20e03ba75539f7aa596d878e2d3e",
          "body": "A2: Add supportsAllDrives=True to all Drive operations so files on\nShared Drives are accessible. Also add includeItemsFromAllDrives=True\nto list and search operations.\n\nB4: Add 12 new Drive endpoints:\n- Replies: list-replies, get-reply, update-reply, delete-reply\n- Revisions: update-revision (keep f\n[…]\nred-drives, get-shared-drive, create-shared-drive,\n  delete-shared-drive\n- File IDs: generate-ids (pre-generate file IDs for create operations)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Shared Drive support and 12 new Drive endpoints",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-05T07:52:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5cc8b4a2b170345dbaa26de57bf4c159d075954f",
          "body": "Add BaseService.execute() helper wrapping execute_with_retry() so all\nservices inherit automatic retry on transient errors (429, 500, 502, 503).\nReplace ~290 bare .execute() calls across all 8 service files with\nself.execute(). Add random jitter to exponential backoff in retry utility\nto prevent thundering-herd retries.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add retry logic to all API calls and jitter to backoff",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-04T22:43:03Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "59ba82d3520e2c01248edac40962108d3f6ae93c",
          "body": "Core infrastructure:\n- Add context.py for runtime active account state (avoids circular imports)\n- Extend config.py with AccountEntry, AccountsRegistry dataclasses\n- Add account CRUD methods: add, remove, update, list, set-default\n- Add account name validation (regex) to prevent path traversal\n- Add\n[…]\n-account config,\n  read-only mode, OAuth browser requirement notes\n- Update README.md with multi-account section and updated credential storage\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add multi-account support with per-account config and read-only mode",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-04T20:50:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bbf7f297f45311e6be7f140268c8e439d5dc8edd",
          "body": "Document skill-level settings (allowlists, toggles) in gws_config.json\nand shared settings (markers, detection, LLM screening) from\nprompt-security-utils. Restructure configuration section for clarity.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Rewrite README with two-tier security config documentation",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T23:05:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "938537722a16654a41f2422da5f34d54c11746c5",
          "body": "- Remove unused imports from services and commands\n- Update prompt-security-utils to 54ed84d\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Remove unused imports and update prompt-security-utils",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T22:35:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d892aeb110958fe754b1745a42a7c048d72cecdb",
          "body": "Move security allowlists from prompt-security-utils to GWS config:\n- Add allowlisted_documents, allowlisted_emails to Config\n- Add disabled_security_services, disabled_security_operations\n- Add is_allowlisted() and is_security_enabled_for_operation() methods\n- Add CLI commands: allowlist-add, allowlist-remove, allowlist-list\n- Update output_external_content() to check GWS allowlist before wrapping\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add service-specific security allowlists and CLI commands",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T22:21:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8129806a8616478c9ede674e6022bd4dba4da38d",
          "body": "- Add security_enabled config option (default: true, opt-out model)\n- Update output_external_content() to respect security setting\n- Add comprehensive security documentation to README\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add prompt injection protection with prompt-security-utils",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T21:54:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e0bf697a0ae81fb6631e7fcb5e4eff6a3c0877eb",
          "body": "…ping fix\n\nDocumentation improvements for undocumented features:\n- Add stdin/heredoc examples for docs append and docs insert-markdown\n- Add stdin examples for sheets write with complex JSON data\n- Document shell escaping patterns for sheet names with spaces and formulas\n\nAdd missing Quick Start wor\n[…]\nes shell escaping where ! becomes \\! in Claude Code sandbox)\n- Add --formulas flag to sheets read to return formulas instead of computed values\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add stdin documentation, Quick Start workflows, and Sheets shell esca…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T21:36:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5db5141c17d72413688c9726de5e86621dc90eb8",
          "body": "Document the --stdin flag and multi-line email patterns that were\nmissing from Gmail documentation. This enables first-try success\nfor common email workflows:\n\n- Add \"Send professional emails\" section to SKILL.md Quick Start\n- Add stdin examples to reference/gmail.md Basic Operations\n- Add stdin examples to reference/gmail.md Drafts section\n- Show heredoc patterns, HTML formatting, and key patterns\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Gmail stdin/heredoc workflow documentation",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T20:32:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "383d2d445be06f92bc176d1d7c14fdc4f66f24f8",
          "body": "Allows setting multiple table column widths in a single API call,\nreducing N API calls to 1 for better efficiency.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add set-table-column-widths command for batch column width updates",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T20:25:02Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c82964b5663fa8cb985e2d1ed20b634db0152f56",
          "body": "- Rename dependency from mcp-security-utils to prompt-security-utils\n- Update imports from mcp_security to prompt_security\n- Configure uv.sources to use GitHub repository\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update to use prompt-security-utils from GitHub",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T19:30:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f82b287ec12014abdc9c035500e84874099765dd",
          "body": "…t data\n\nStrengthened prompt injection guidance after a real failure:\n- External content is DATA, not context or requests to fulfill\n- \"User asked to READ\" ≠ \"User asked to DO what it says\"\n- Even partial compliance with external requests is a failure\n- Rationalizations don't matter, actions matter\n\nIncludes explicit failure mode example showing wrong vs right behavior.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add critical security warning about treating external content as iner…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T19:02:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a5db8de649b0da7035578fbee8a6e0c5a45ff0bc",
          "body": "Integrates mcp-security-utils for defense-in-depth protection:\n- Wrap external content with security markers (spotlighting)\n- Pattern detection for instruction override, role hijacking, etc.\n- Security warnings in output for suspicious content\n\nUpdated services:\n- Gmail: read_message, get_draft wrap\n[…]\n- Sheets: read wraps values (as JSON)\n- Slides: read wraps elements/slides (as JSON)\n\nDocumentation added to SKILL.md with handling guidelines.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add prompt injection protection for external content",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-02-03T18:33:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "616d2343ed753b058b3b96fb4fa5ce8bca19c35a",
          "body": "- Add --mermaid-theme option (default, neutral, dark, forest)\n- Change default mermaid theme from neutral to default\n- Make pageless mode the default for md-to-doc (--no-pageless to disable)\n- Create temp Drive folder for diagram images with automatic cleanup\n- Update SKILL.md and CLAUDE.md documentation\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add mermaid themes, pageless default, and diagram cleanup",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-22T20:06:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3721aab8295ed22f3b0096d9dd61aec323d4eae0",
          "body": "Address user feedback for improved document workflows:\n\nNew features:\n- `docs find-text` command to locate text and return character indices\n- `docs insert-image-at-text` command to insert images after specific text\n  without manual index calculation\n- Retry utility for transient API errors (500, 50\n[…]\nissing ExitCode.NOT_FOUND enum value used throughout codebase\n\nTests:\n- Add 10 new tests for find_text, insert_image_at_text, and retry utility\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add find-text, insert-image-at-text commands and retry logic",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-22T18:32:20Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d5a1233743ee7b5cc1f4a1b7ac0467a9ae8cb088",
          "body": "Drive:\n- Add --domain option for domain-restricted sharing (anyone at company.com)\n- Auto-detect share type from domain parameter\n\nDocs:\n- Add document tabs support: list-tabs, create-tab, delete-tab, rename-tab,\n  reorder-tab commands and --tab option on all editing commands\n- Add pageless mode: ge\n[…]\nmat commands\n- Add insert-markdown command for pasting markdown with auto-formatting\n  (leverages Google's native markdown parser via temp doc)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add domain sharing, document tabs, pageless mode, and markdown insertion",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-21T19:00:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f0950f0ab17dd12fbff631c8f6f46403aef8fca5",
          "body": "Create SKILL-typesetting.md with meticulous formatting standards:\n- Typography hierarchy (fonts, heading sizes, spacing)\n- Table consistency requirements (identical styling mandatory)\n- Image guidelines (never in lists, captions below, numbered)\n- Pagination control (keep lists together, widow/orpha\n[…]\nments\n\nUpdate SKILL-advanced.md documentation structure to reference new guide.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add comprehensive document typesetting guidelines",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-05T13:55:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "03a7f38c1761d44fd8580e6fdec648b49a59e0d2",
          "body": "…ance\n\nUpdates SKILL.md with:\n- Trigger terms in description (\"professional documents\", \"engaging presentations\")\n- Quick Start section with manual slides workflow (recommended over md-to-slides)\n- Visuals guidance: use DALL-E, diagrams, charts for docs and slides\n- Warning about md-to-slides limita\n[…]\nws\n- Note that speaker notes are essential for investor/executive presentations\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Improve skill discoverability and presentation/document creation guid…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-02T13:43:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e1d666c8de1f3bdd1d3bde413c5240d354973c48",
          "body": "More specific name avoids potential conflicts with other Google tools.\nPath works cross-platform via pathlib (Windows, macOS, Linux).\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\nSigned-off-by: Marios Andreopoulos <opensource@andmarios.com>",
          "is_bot": false,
          "headline": "Rename config directory from .google to .google-workspace",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-01T21:57:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "92ed98d8f4dd7df14ef5f05cf82a557be182386b",
          "body": "Reduce SKILL.md from 1,545 to 341 lines (78% reduction) following\nAnthropic's skill best practices for context efficiency.\n\nChanges:\n- Extract service APIs to reference/*.md (docs, sheets, slides, drive, gmail, calendar)\n- Add navigation table in SKILL.md linking to reference files\n- Keep small serv\n[…]\n better organized\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\nSigned-off-by: Marios Andreopoulos <opensource@andmarios.com>",
          "is_bot": false,
          "headline": "Restructure skill docs for progressive disclosure",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-01T21:50:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b5f121f64e80c4022b4b06b0607c5fa8f0f6b115",
          "body": "…nders\n\nGmail (+4 commands):\n- filters: List all mail filters\n- get-filter: Get filter details\n- create-filter: Create filter with criteria/actions (archive, star, labels, etc.)\n- delete-filter: Delete a filter\n\nDrive (+6 commands):\n- list-permissions: List who has access to a file\n- get-permission:\n[…]\nmd documentation.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\nSigned-off-by: Marios Andreopoulos <opensource@andmarios.com>",
          "is_bot": false,
          "headline": "Add Gmail filters, Drive permissions, Docs suggestions, Calendar remi…",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-01T21:04:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3937e8f74c74b8fcfb51a6fa2ddf5febec1f16d7",
          "body": "New features by service:\n\nSheets (+14 commands):\n- Filters: create-filter, clear-filter, get-filter\n- Pivot tables: create-pivot, delete-pivot\n- Protected ranges: protect-range, unprotect-range, list-protected\n- Named ranges: create-named-range, delete-named-range, list-named-ranges,\n  get-named-ran\n[…]\nmd documentation.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\nSigned-off-by: Marios Andreopoulos <opensource@andmarios.com>",
          "is_bot": false,
          "headline": "Add comprehensive API coverage across all Google Workspace services",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-01T20:46:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6c6b4c2b2e6100f561ac3b3b158f5f30823f4823",
          "body": "Sheets: insert/delete rows/columns, sort, find-replace, duplicate sheet,\ndata validation, charts, and alternating row colors (banding)\n\nGmail: labels (create/delete/add/remove), drafts (CRUD + send),\nattachments (send with files, list, download)\n\nCalendar: recurring events with RRULE, event instance\n[…]\n~4100 lines added\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\nSigned-off-by: Marios Andreopoulos <opensource@andmarios.com>",
          "is_bot": false,
          "headline": "Add comprehensive API coverage across all services",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-01T20:02:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5706517bc25448ef1614a8e069873ee3eed659ac",
          "body": "Sheets (12 new commands):\n- format-extended: full cell styling (fonts, colors, alignment, number formats)\n- set-borders: border styling with --all shortcut\n- merge-cells/unmerge-cells: cell merging operations\n- set-column-width/set-row-height: sizing in pixels\n- auto-resize-columns: fit to content\n-\n[…]\ne-cell: background color for cells\n- insert-table-text: add text to table cells\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Sheets/Slides: add comprehensive formatting and table APIs",
          "author_name": "Marios Andreopoulos",
          "author_login": "andmarios",
          "committed_at": "2026-01-01T09:02:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 36,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "forks": 2,
              "stars": 5,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "5 stars",
                "points": 9.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "packages": [
                "gws-cli"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 3696
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,696 downloads/month across pypi",
                "points": 47.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3696,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 38,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "followers": 40,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "andmarios",
              "public_repos": 36,
              "account_age_days": 5345
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "40 followers of andmarios",
                "points": 11.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 40,
                      "login": "andmarios"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "36 public repos, account ~14 yr old",
                "points": 23.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 36
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "gws-cli"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "6 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 38,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 30,
            "inputs": {
              "has_ci": false,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "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,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 29,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 29,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 2.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 56,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 9249
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "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": "81 of 81 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 81,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 36,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 1,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "81 of the last 81 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 81,
                      "sampled": 81
                    }
                  }
                ],
                "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 132665,
              "source_files_sampled": 54,
              "oversized_source_files": 5
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "5/54 source files over 60KB",
                "points": 49.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 54,
                      "oversized": 5
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
    "deps.dev does not index pypi:gws-cli@1.4.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T11:31:09.896827Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/andmarios/google-workspace-skill.svg",
  "full_name": "andmarios/google-workspace-skill",
  "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 statisticsPyPI.