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Docs Grounding Verifier Skill

AI Agent SkillPythonOpen source

CLAIM-LEVEL grounding verification. Adapts the RAGAS faithfulness-eval pattern (proven in RAG literature) to docs/code instead of generated- answers/retrieved-context. Source code is the ground truth; docs paragraphs are the candidate text under audit. Published by microsoft in apm.

Decision snapshot

Is this a fit?

Best for

Security review, Documentation, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

2 months ago · MIT license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

What is Docs Grounding Verifier Skill?

CLAIM-LEVEL grounding verification. Adapts the RAGAS faithfulness-eval pattern (proven in RAG literature) to docs/code instead of generated- answers/retrieved-context. Source code is the ground truth; docs paragraphs are the candidate text under audit. Published by microsoft in apm. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
87/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Security review
  • Documentation
  • Security review use cases
  • Documentation use cases

Declared skill metadata

  • Source file: .apm/skills/docs-grounding-verifier/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use Docs Grounding Verifier Skill

  • Use it for security review.
  • Use it for documentation.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: microsoft
  • Repository: microsoft/apm
  • Skill file: .apm/skills/docs-grounding-verifier/SKILL.md

What it does

CLAIM-LEVEL grounding verification. Adapts the RAGAS faithfulness-eval pattern (proven in RAG literature) to docs/code instead of generated- answers/retrieved-context. Source code is the ground truth; docs paragraphs are the candidate text under audit.

Skill instructions

docs-grounding-verifier CLAIM-LEVEL grounding verification. Adapts the RAGAS faithfulness-eval pattern (proven in RAG literature) to docs/code instead of generated- answers/retrieved-context. Source code is the ground truth; docs paragraphs are the candidate text under audit. python-architect persona doc-writer persona Sibling contract This skill is a SIBLING of docs-corpus-audit and docs-sync. The boundary is load-bearing: | Skill | Trigger | Scope | Granularity | | ---------------------- | -------------------------------------- | ---------------- | --------------- | | docs-sync | PR opened/synchronized | PR diff only | Page-level | | docs-corpus-audit | Maintainer asks for whole-corpus pass | Entire corpus | Page-level | | docs-grounding-verifier | Verify specific pages factually | 1..N pages | CLAIM-level | docs-corpus-audit invokes this skill in its VERIFY phase on the highest-risk pages of each wave. docs-sync can invoke it on the specific pages in a PR diff. The skill is also run

Verified compatibility and discovery

Frequently asked questions

What is Docs Grounding Verifier?

Docs Grounding Verifier is a open-source AI agent skill with Copy skill directory. CLAIM-LEVEL grounding verification. Adapts the RAGAS faithfulness-eval pattern (proven in RAG literature) to docs/code instead of generated- answers/retrieved-context.

Who is Docs Grounding Verifier best for?

Docs Grounding Verifier is best for reusing agent instructions, scripts, and references, security review workflows, documentation workflows.

How do I install Docs Grounding Verifier?

Install or run Docs Grounding Verifier using Copy skill directory. Check Docs Grounding Verifier for the latest setup command.

Is Docs Grounding Verifier actively maintained?

Docs Grounding Verifier may need a closer maintenance check before production use.

Share:

Stars
3,219
Forks
283
Last commit
2 months ago
Last verified
Aug 25, 2026
Metadata fetched
Aug 25, 2026
Repository age
1 year
License
MIT

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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