原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"ai-agent",
"ai-code-generator",
"chatbot",
"code-generation",
"github",
"github-api",
"github-search",
"llm",
"python-library",
"retrieval-augmented-generation",
"jinaai",
"langchain"
],
"is_fork": false,
"size_kb": 678,
"has_wiki": false,
"homepage": "https://pypi.org/project/llama-github/",
"languages": {
"Python": 297223
},
"pushed_at": "2026-07-19T21:28:17Z",
"created_at": "2024-05-16T08:47:28Z",
"owner_type": "User",
"updated_at": "2026-07-19T21:26:35Z",
"description": "Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Agentic RAG from actively selected GitHub public projects. It Augments through LLMs and Generates context for any coding question, in order to streamline the development of sophisticated AI-driven applications.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://jetxu-llm.github.io/LlamaPReview-site/",
"name": "Jet Xu",
"type": "User",
"login": "JetXu-LLM",
"company": null,
"location": null,
"followers": 36,
"avatar_url": "https://avatars.githubusercontent.com/u/10357803?v=4",
"created_at": "2014-12-31T12:08:03Z",
"is_verified": null,
"public_repos": 10,
"account_age_days": 4219
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 30,
"commits_last_year": 12,
"latest_release_at": "2026-07-19T21:28:17Z",
"latest_release_tag": "v0.4.5",
"releases_from_tags": false,
"days_since_last_push": 1,
"active_weeks_last_year": 6,
"days_since_latest_release": 1,
"mean_days_between_releases": 46.7
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 85,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "llama-github",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/llama-github/",
"is_deprecated": false,
"latest_version": "0.4.5",
"repository_url": "https://github.com/JetXu-LLM/llama-github",
"versions_count": 30,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2024-06-01T15:31:41.200138Z",
"latest_published_at": "2026-07-19T21:30:49.535441Z",
"latest_version_yanked": null,
"days_since_latest_publish": 1
}
]
},
"popularity": {
"forks": 23,
"stars": 291,
"watchers": 17,
"star_history": {
"days": [
{
"date": "2024-06-03",
"count": 20
},
{
"date": "2024-06-04",
"count": 13
},
{
"date": "2024-06-05",
"count": 13
},
{
"date": "2024-06-06",
"count": 3
},
{
"date": "2024-06-07",
"count": 2
},
{
"date": "2024-06-08",
"count": 2
},
{
"date": "2024-06-09",
"count": 5
},
{
"date": "2024-06-11",
"count": 2
},
{
"date": "2024-06-12",
"count": 3
},
{
"date": "2024-06-13",
"count": 2
},
{
"date": "2024-06-17",
"count": 1
},
{
"date": "2024-06-19",
"count": 1
},
{
"date": "2024-06-23",
"count": 2
},
{
"date": "2024-06-24",
"count": 4
},
{
"date": "2024-06-25",
"count": 1
},
{
"date": "2024-06-26",
"count": 1
},
{
"date": "2024-06-29",
"count": 2
},
{
"date": "2024-06-30",
"count": 2
},
{
"date": "2024-07-04",
"count": 2
},
{
"date": "2024-07-05",
"count": 1
},
{
"date": "2024-07-06",
"count": 3
},
{
"date": "2024-07-14",
"count": 1
},
{
"date": "2024-07-16",
"count": 1
},
{
"date": "2024-07-18",
"count": 4
},
{
"date": "2024-07-19",
"count": 1
},
{
"date": "2024-07-21",
"count": 1
},
{
"date": "2024-07-22",
"count": 1
},
{
"date": "2024-07-25",
"count": 1
},
{
"date": "2024-07-26",
"count": 1
},
{
"date": "2024-07-27",
"count": 1
},
{
"date": "2024-07-29",
"count": 2
},
{
"date": "2024-07-31",
"count": 3
},
{
"date": "2024-08-02",
"count": 1
},
{
"date": "2024-08-03",
"count": 1
},
{
"date": "2024-08-05",
"count": 1
},
{
"date": "2024-08-08",
"count": 2
},
{
"date": "2024-08-09",
"count": 2
},
{
"date": "2024-08-10",
"count": 1
},
{
"date": "2024-08-13",
"count": 2
},
{
"date": "2024-08-14",
"count": 1
},
{
"date": "2024-08-20",
"count": 3
},
{
"date": "2024-08-21",
"count": 1
},
{
"date": "2024-08-23",
"count": 2
},
{
"date": "2024-08-30",
"count": 1
},
{
"date": "2024-08-31",
"count": 1
},
{
"date": "2024-09-01",
"count": 1
},
{
"date": "2024-09-06",
"count": 3
},
{
"date": "2024-09-07",
"count": 2
},
{
"date": "2024-09-12",
"count": 2
},
{
"date": "2024-09-14",
"count": 1
},
{
"date": "2024-09-15",
"count": 2
},
{
"date": "2024-09-16",
"count": 1
},
{
"date": "2024-09-18",
"count": 1
},
{
"date": "2024-09-22",
"count": 2
},
{
"date": "2024-09-24",
"count": 1
},
{
"date": "2024-09-25",
"count": 1
},
{
"date": "2024-09-28",
"count": 1
},
{
"date": "2024-10-09",
"count": 1
},
{
"date": "2024-10-15",
"count": 2
},
{
"date": "2024-10-17",
"count": 3
},
{
"date": "2024-10-20",
"count": 2
},
{
"date": "2024-10-21",
"count": 4
},
{
"date": "2024-10-22",
"count": 1
},
{
"date": "2024-10-23",
"count": 4
},
{
"date": "2024-10-26",
"count": 5
},
{
"date": "2024-10-30",
"count": 11
},
{
"date": "2024-10-31",
"count": 2
},
{
"date": "2024-11-01",
"count": 3
},
{
"date": "2024-11-03",
"count": 1
},
{
"date": "2024-11-05",
"count": 1
},
{
"date": "2024-11-06",
"count": 1
},
{
"date": "2024-11-07",
"count": 2
},
{
"date": "2024-11-08",
"count": 2
},
{
"date": "2024-11-09",
"count": 1
},
{
"date": "2024-11-11",
"count": 2
},
{
"date": "2024-11-12",
"count": 2
},
{
"date": "2024-11-13",
"count": 2
},
{
"date": "2024-11-14",
"count": 1
},
{
"date": "2024-11-16",
"count": 2
},
{
"date": "2024-11-19",
"count": 2
},
{
"date": "2024-11-23",
"count": 1
},
{
"date": "2024-11-25",
"count": 1
},
{
"date": "2024-11-26",
"count": 1
},
{
"date": "2024-12-04",
"count": 1
},
{
"date": "2024-12-05",
"count": 1
},
{
"date": "2024-12-07",
"count": 1
},
{
"date": "2024-12-09",
"count": 1
},
{
"date": "2024-12-13",
"count": 1
},
{
"date": "2024-12-14",
"count": 1
},
{
"date": "2024-12-15",
"count": 1
},
{
"date": "2024-12-19",
"count": 3
},
{
"date": "2024-12-20",
"count": 2
},
{
"date": "2024-12-21",
"count": 1
},
{
"date": "2024-12-23",
"count": 1
},
{
"date": "2024-12-24",
"count": 1
},
{
"date": "2025-01-03",
"count": 1
},
{
"date": "2025-01-05",
"count": 1
},
{
"date": "2025-01-09",
"count": 1
},
{
"date": "2025-01-15",
"count": 1
},
{
"date": "2025-01-17",
"count": 1
},
{
"date": "2025-01-18",
"count": 1
},
{
"date": "2025-01-26",
"count": 1
},
{
"date": "2025-02-03",
"count": 1
},
{
"date": "2025-02-05",
"count": 1
},
{
"date": "2025-02-06",
"count": 2
},
{
"date": "2025-02-07",
"count": 1
},
{
"date": "2025-02-08",
"count": 1
},
{
"date": "2025-02-11",
"count": 1
},
{
"date": "2025-02-12",
"count": 2
},
{
"date": "2025-02-13",
"count": 1
},
{
"date": "2025-02-14",
"count": 1
},
{
"date": "2025-02-15",
"count": 1
},
{
"date": "2025-02-18",
"count": 1
},
{
"date": "2025-02-26",
"count": 2
},
{
"date": "2025-02-27",
"count": 1
},
{
"date": "2025-02-28",
"count": 1
},
{
"date": "2025-03-03",
"count": 1
},
{
"date": "2025-03-08",
"count": 1
},
{
"date": "2025-03-09",
"count": 1
},
{
"date": "2025-03-11",
"count": 2
},
{
"date": "2025-03-13",
"count": 1
},
{
"date": "2025-04-11",
"count": 1
},
{
"date": "2025-04-14",
"count": 1
},
{
"date": "2025-04-25",
"count": 1
},
{
"date": "2025-04-30",
"count": 1
},
{
"date": "2025-05-14",
"count": 1
},
{
"date": "2025-05-19",
"count": 1
},
{
"date": "2025-05-21",
"count": 1
},
{
"date": "2025-05-22",
"count": 1
},
{
"date": "2025-06-16",
"count": 2
},
{
"date": "2025-07-01",
"count": 1
},
{
"date": "2025-07-04",
"count": 1
},
{
"date": "2025-07-09",
"count": 1
},
{
"date": "2025-07-11",
"count": 1
},
{
"date": "2025-07-14",
"count": 1
},
{
"date": "2025-07-30",
"count": 1
},
{
"date": "2025-08-10",
"count": 1
},
{
"date": "2025-08-23",
"count": 1
},
{
"date": "2025-08-24",
"count": 2
},
{
"date": "2025-09-09",
"count": 1
},
{
"date": "2025-09-12",
"count": 1
},
{
"date": "2025-09-15",
"count": 1
},
{
"date": "2025-10-01",
"count": 1
},
{
"date": "2025-10-07",
"count": 1
},
{
"date": "2025-10-14",
"count": 2
},
{
"date": "2025-10-17",
"count": 1
},
{
"date": "2025-10-18",
"count": 1
},
{
"date": "2025-11-01",
"count": 1
},
{
"date": "2025-11-06",
"count": 1
},
{
"date": "2025-11-18",
"count": 1
},
{
"date": "2025-11-22",
"count": 1
},
{
"date": "2025-12-17",
"count": 1
},
{
"date": "2026-01-12",
"count": 1
},
{
"date": "2026-02-02",
"count": 1
},
{
"date": "2026-02-09",
"count": 1
},
{
"date": "2026-02-27",
"count": 1
},
{
"date": "2026-03-06",
"count": 1
},
{
"date": "2026-03-22",
"count": 1
},
{
"date": "2026-03-30",
"count": 1
},
{
"date": "2026-04-02",
"count": 1
},
{
"date": "2026-04-03",
"count": 1
},
{
"date": "2026-04-06",
"count": 1
},
{
"date": "2026-04-18",
"count": 1
},
{
"date": "2026-04-29",
"count": 1
},
{
"date": "2026-06-28",
"count": 1
}
],
"complete": true,
"collected": 291,
"total_stars": 291
},
"open_issues_and_prs": 10
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 96307,
"source_files_sampled": 36,
"oversized_source_files": 1,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"requirements.txt",
"setup.py"
],
"advisories": {
"error": "No resolved dependencies carried a version and a supported ecosystem",
"scope": "repository_graph",
"source": null,
"findings": [],
"collected": false,
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"assessed_package": null,
"unassessed_count": 22,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "PyGithub",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.4,<3"
},
{
"name": "PyJWT",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.13,<3"
},
{
"name": "aiohttp",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.14.1,<4"
},
{
"name": "ipython",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=8.10,<9"
},
{
"name": "langchain-core",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.3.3,<2"
},
{
"name": "langchain-mistralai",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.0,<2"
},
{
"name": "langchain-openai",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.1.14,<2"
},
{
"name": "langchain-text-splitters",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.1.2,<2"
},
{
"name": "nest-asyncio",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.6,<2"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.26.4,<3"
},
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.10,<3"
},
{
"name": "python-dateutil",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.9,<3"
},
{
"name": "requests",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.33,<3"
},
{
"name": "tokenizers",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.22.1,<1"
},
{
"name": "transformers",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=5.5,<6"
},
{
"name": "urllib3",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.7,<3"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "aiohttp",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "ipython",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "langchain-mistralai",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "langchain-openai",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "langchain-text-splitters",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "nest-asyncio",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pygithub",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "transformers",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pip-audit",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "twine",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 22,
"direct_count": 16,
"indirect_count": 6
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 4,
"open_issues": 10,
"closed_ratio": 0.231,
"closed_issues": 3,
"closed_unmerged_prs": 2
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "JetXu-LLM",
"commits": 58,
"avatar_url": "https://avatars.githubusercontent.com/u/10357803?v=4"
},
{
"type": "User",
"login": "balachander712",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/53962993?v=4"
}
],
"contributors_sampled": 2,
"top_contributor_share": 0.983
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"publish.yml",
"secret-scan.yml",
"tests.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 0,
"reason": "project has 0 contributing companies or organizations -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 5,
"reason": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 3,
"reason": "dependency not pinned by hash detected -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "no SAST tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 10,
"reason": "GitHub workflow tokens follow principle of least privilege",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "bf0b4506ec4e26ac8ce77f7d4eab88cfcc57251f",
"ran_at": "2026-07-21T05:02:55Z",
"aggregate_score": 4.8,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/JetXu-LLM/llama-github",
"host": "github.com",
"name": "llama-github",
"owner": "JetXu-LLM"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"security": 48,
"vitality": 70,
"community": 71,
"governance": 45,
"engineering": 72
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 70,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"commits_last_year": 12,
"human_commit_share": null,
"days_since_last_push": 1,
"active_weeks_last_year": 6
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 1 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 1
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "6/52 weeks with commits",
"points": 4.2,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 6
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "12 commits in the last year",
"points": 10,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 12
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
"points": 5,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 92,
"inputs": {
"releases_count": 30,
"latest_release_tag": "v0.4.5",
"releases_from_tags": false,
"days_since_latest_release": 1,
"mean_days_between_releases": 46.7
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "30 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 30
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 1 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 1
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~46.7 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 46.7
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 71,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 58,
"inputs": {
"forks": 23,
"stars": 291,
"watchers": 17,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "291 stars",
"points": 39.9,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 291
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "23 forks",
"points": 11.2,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 23
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "17 watchers",
"points": 6.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 17
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"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 (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"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
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 45,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 12,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 2,
"top_contributor_share": 0.983
},
"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 98% of commits",
"points": 0.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 98
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "at_risk",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 36,
"inputs": {
"merged_prs": 4,
"open_issues": 10,
"closed_issues": 3,
"issue_closed_ratio": 0.231,
"closed_unmerged_prs": 2
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "23% of issues closed",
"points": 10.8,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 23
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "4/6 decided PRs merged",
"points": 25.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 4,
"decided": 6
}
}
],
"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": 51,
"inputs": {
"followers": 36,
"owner_type": "User",
"is_verified": null,
"owner_login": "JetXu-LLM",
"public_repos": 10,
"account_age_days": 4219
},
"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": "36 followers of JetXu-LLM",
"points": 11.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 36,
"login": "JetXu-LLM"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "10 public repos, account ~11 yr old",
"points": 19.6,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 10
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"llama-github"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 1
},
"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 1 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 1
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "30 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 30
}
}
],
"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": "good",
"name": "Engineering Quality",
"value": 72,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"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": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"ai-agent",
"ai-code-generator",
"chatbot",
"code-generation",
"github",
"github-api",
"github-search",
"llm",
"python-library",
"retrieval-augmented-generation",
"jinaai",
"langchain"
],
"has_wiki": false,
"homepage": "https://pypi.org/project/llama-github/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://pypi.org/project/llama-github/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "12 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 12
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 48,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 48,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.8
},
"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 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "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": "7 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 3",
"points": 1.5,
"status": "partial",
"details": [],
"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": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "critical",
"name": "AI Readiness",
"value": 26,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 30,
"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": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 96307,
"source_files_sampled": 36,
"oversized_source_files": 1
},
"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": "1/36 source files over 60KB",
"points": 53.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 36,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"deps.dev does not index pypi:llama-github@0.4.5; advisories assessed against the repository dependency graph instead",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-21T05:03:00.183311Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/JetXu-LLM/llama-github.svg",
"full_name": "JetXu-LLM/llama-github",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}