semantic-validation SKILL.md skillA
semantic-validation from akaszubski/autonomous-dev is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akaszubski/autonomous-dev/semantic-validation@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akaszubski/autonomous-dev
- Path
plugins/autonomous-dev/skills/archived/semantic-validation/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Feb 19, 2026
- Size
- 2,110 bytes
- Repository stars
- 34
- License
- none declared
GenAI-powered semantic validation - detects outdated docs, version mismatches, and architectural drift.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Semantic Validation Skill **Purpose**: Use GenAI to validate that documentation accurately reflects implementation, catching issues that structural validation misses. ## When This Skill Activates - Keywords: --- ## Core Concepts ### Overview This skill provides comprehensive guidance on semantic validation. For detailed patterns and implementation examples, see the documentation files in `docs/`. **Key Topics**: - Detailed methodologies and best practices - Implementation patterns and examples - Common pitfalls and anti-patterns - Cross-references to related skills **See**: Documentation files in `docs/` directory for complete details --- ## Quick Reference | Topic | Details | |-------|---------| | Detailed Guide 1 | `docs/detailed-guide-1.md` | | Detailed Guide 2 | `docs/detailed-guide-2.md` | | Detailed Guide 3 | `docs/detailed-guide-3.md` | --- ## Progressive Disclosure This skill uses progressive disclosure to prevent context bloat: - **Index** (this file): High-level concepts and quick reference (<500 lines) - **Detailed docs**: `docs/*.md` files with implementation details (loaded on-demand) **Available Documentation**: …
Read the whole file at its exact version.
How to install
mdr add akaszubski/autonomous-dev/semantic-validation@sha256:f7bc1bb976f17455The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_j3megh6lvvgtpeos)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Feb 19, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2110 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
akaszubski/autonomous-dev · 34 stars · license none declared · pushed 2026-10-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_j3megh6lvvgtpeos GET https://markdownregistry.com/api/v1/resolve?ref=akaszubski/autonomous-dev/semantic-validation GET https://markdownregistry.com/api/v1/blob/f7bc1bb976f1745502826c648ecdea915784747a436dc3a258eeb29d379de771
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.