Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-15 17:03 UTC

grafana / sigil-sdk

Actually Useful AI Observability

Go · Python · TypeScriptApache-2.0★ 53 stars⑂ 14 forkssince Mar 2026View on GitHub ↗

grafana/sigil-sdk holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (97/100) and lowest on Security (1/100). It was last updated today. 2 contributors account for most of its recent work.

63
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

63
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

Grafana LabsOrganization
7,080 followers588 public repossince Apr 2014

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/grafana/sigil-sdk/gov0.14.0-140 days ago
npm@grafana/sigil-sdk-js-core0.8.132152 days ago
npm@grafana/sigil-sdk-js0.8.144,367122 days ago
PyPIsigil-sdk0.9.3-162 days ago

Metrics by category

Vitality

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

86Excellent · 22% of overall

Development activity

77Good
How it's scored
36/36Push recency — last push 0 days ago
15.2/36Commit cadence — 22/52 weeks with commits
18/18Commit volume — 556 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year556
human_commit_share—
days_since_last_push0
active_weeks_last_year22

Release discipline

100Excellent
How it's scored
27/27Ships releases — 8 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count8
latest_release_tagplugins/sigil/v0.18.0
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases5

Community & Adoption

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

57Moderate · 18% of overall

Popularity & adoption

37At risk
How it's scored
27.8/60Stars — 53 stars
9.3/25Forks — 14 forks
0/15Watchers — 1 watchers
Inputs used
forks14
stars53
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

65Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Ecosystem adoption (downloads)

78Good
How it's scored
62/80Monthly downloads — 44,688 downloads/month across go, npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesgithub.com/grafana/sigil-sdk/go, @grafana/sigil-sdk-js-core, @grafana/sigil-sdk-js, sigil-sdk
dependents—
ecosystemsgo, npm, pypi
total_downloads—
monthly_downloads44,688
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?

72Good · 24% of overall

Maintainer resilience (bus factor)

61Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
16.1/22.5Commit distribution — top contributor authored 28% of commits
13.5/13.5Contributor breadth — 20 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor2
contributors_sampled20
top_contributor_share0.284

Issue & PR responsiveness

56Moderate
How it's scored
14/46.8Issue resolution — 30% of issues closed
34/38.3PR acceptance — 298/335 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs298
open_issues14
closed_issues6
issue_closed_ratio0.3
closed_unmerged_prs37

Ownership & stewardship

80Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 7,080 followers of grafana
25/25Track record — 588 public repos, account ~12 yr old
Inputs used
followers7,080
owner_typeOrganization
is_verified—
owner_logingrafana
public_repos588
account_age_days4,483

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 4 package(s) on go, npm, pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 16 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/grafana/sigil-sdk/go, @grafana/sigil-sdk-js-core, @grafana/sigil-sdk-js, sigil-sdk
ecosystemsgo, npm, pypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

84Good · 20% of overall

Engineering practices

80Good
How it's scored
24/24CI workflows — 11 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml, biome.json, ruff.toml
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://grafana.com/docs/grafana-cloud/machine-learning/ai-observability/
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepagehttps://grafana.com/docs/grafana-cloud/machine-learning/ai-observability/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

1Critical · 16% of overall

Security posture

1Critical
How it's scored
0/30Security policy (SECURITY.md)
0/25Dependabot config
0/25Dependency lockfiles — published library — lockfiles are an application concern, not expected
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
manifestsgo/go.mod, java/build.gradle.kts, js-core/package.json, js/package.json, package.json, python/pyproject.toml, python/setup.py
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluded from scoring (no data or not applicable): Dependency lockfiles. 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.

97Excellent · 0% of overall

Agent context & guidance

100Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, js/docs/providers/gemini.md
15/15Machine-readable docs (llms.txt) — llms.txt present
0/40Legible commit history — no data
Inputs used
has_llms_txtyes
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md, js/docs/providers/gemini.md
agent_instruction_max_bytes4,874
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

100Excellent
How it's scored
18/18One-command bootstrap — examples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/sigil/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml, biome.json, ruff.toml
11/11Static type checking — js-core/tsconfig.json, js/tsconfig.json, plugins/opencode/tsconfig.json, plugins/pi/tsconfig.json, python-frameworks/claude-agent-sdk/sigil_sdk_claude_agent/py.typed, python-frameworks/google-adk/sigil_sdk_google_adk/py.typed, python-frameworks/langchain/sigil_sdk_langchain/py.typed, python-frameworks/langgraph/sigil_sdk_langgraph/py.typed, python-frameworks/litellm/sigil_sdk_litellm/py.typed, python-frameworks/llamaindex/sigil_sdk_llamaindex/py.typed, python-frameworks/openai-agents/sigil_sdk_openai_agents/py.typed, python-frameworks/pydantic-ai/sigil_sdk_pydantic_ai/py.typed, python-frameworks/strands/sigil_sdk_strands/py.typed, python-providers/anthropic/sigil_sdk_anthropic/py.typed, python-providers/gemini/sigil_sdk_gemini/py.typed, python-providers/openai/sigil_sdk_openai/py.typed, python/sigil_sdk/py.typed
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json, pnpm-lock.yaml, uv.lock
has_dockerfileyes
typed_languageyes
bootstrap_filesexamples/experiments/python/mise.toml, examples/python-langchain/mise.toml, mise.toml, plugins/sigil/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsjs-core/tsconfig.json, js/tsconfig.json, plugins/opencode/tsconfig.json, plugins/pi/tsconfig.json, python-frameworks/claude-agent-sdk/sigil_sdk_claude_agent/py.typed, python-frameworks/google-adk/sigil_sdk_google_adk/py.typed, python-frameworks/langchain/sigil_sdk_langchain/py.typed, python-frameworks/langgraph/sigil_sdk_langgraph/py.typed, python-frameworks/litellm/sigil_sdk_litellm/py.typed, python-frameworks/llamaindex/sigil_sdk_llamaindex/py.typed, python-frameworks/openai-agents/sigil_sdk_openai_agents/py.typed, python-frameworks/pydantic-ai/sigil_sdk_pydantic_ai/py.typed, python-frameworks/strands/sigil_sdk_strands/py.typed, python-providers/anthropic/sigil_sdk_anthropic/py.typed, python-providers/gemini/sigil_sdk_gemini/py.typed, python-providers/openai/sigil_sdk_openai/py.typed, python/sigil_sdk/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

99Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
53.8/55Manageable file sizes — 15/692 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes121,390
source_files_sampled692
oversized_source_files15

Machine-readable interfaces

80Good
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — js/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, js/proto/sigil/v1/generation_ingest.proto, proto/sigil/v1/generation_ingest.proto
0/20MCP server
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalno
api_schema_filesjs/proto/opentelemetry/proto/collector/trace/v1/trace_service.proto, js/proto/opentelemetry/proto/common/v1/common.proto, js/proto/opentelemetry/proto/resource/v1/resource.proto, js/proto/opentelemetry/proto/trace/v1/trace.proto, js/proto/sigil/v1/generation_ingest.proto, proto/sigil/v1/generation_ingest.proto

Key facts

53GitHub stars
20contributors
556commits, last 12 months
0days since last push
8releases
2bus factor
14open issues
Go, Maven, npm, PyPIpackage ecosystems

Data collection warnings

  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

More detail

Direct dependencies 33
RegistryPackageVersion constraintManifest
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PyPIPyYAML>=6.0.2python/pyproject.toml
All dependencies 1,151

Full resolved dependency set from the GitHub dependency graph: 69 direct and 1,082 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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93apache/airflowApache Airflow - A platform to programmatically author, schedule, and monitor workflowsExcellent88valkey-io/valkey-glideAn open source Valkey client library that supports Valkey, and Redis open source 6.2, 7.0 and 7.2. Valkey GLIDE is designed for reliability, optimized performance, and high-availability, for Valkey and Redis OSS based applications. GLIDE is a multi language client library, written in Rust with programming language bindings, such as Java and PythonExcellent87feast-dev/feastThe Open Source Feature Store for AI/MLExcellent88marapongo/muPulumi - Infrastructure as Code in any programming language 🚀Excellent88microsoft/onnxruntimeONNX Runtime: cross-platform, high performance ML inferencing and training acceleratorExcellent88SigNoz/signozSigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.Excellent

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