Home / yogsoth-ai / de-anthropocentric-research-engine · skills/ahrq-reason-classification/SKILL.md · GitHub

ahrq-reason-classification skillA

ahrq-reason-classification is agent-read markdown (skill) from yogsoth-ai/de-anthropocentric-research-engine: Classify gap root causes using AHRQ 4-reason framework (insufficient.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# AHRQ Reason Classification

Classify why a research gap exists using the AHRQ framework.

## Execution

Subagent — spawned via subagent-spawning/spawn-agent.

## Budget

One unit = one AHRQ reason classification pass.

<!-- BEGIN available-tables (generated) -->

## Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use |
| --- | --- |
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |

<!-- END available-tables (generated) -->

Read the whole file at its exact version.

How to install

Latest version
mdr add yogsoth-ai/de-anthropocentric-research-engine/ahrq-reason-classification@git:20260616.b2b0cde
Exact content
mdr add yogsoth-ai/de-anthropocentric-research-engine/ahrq-reason-classification@sha256:cfbe4c5cddd34ffa

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

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Versions

versioncommittedcommitsizeaudit
git:20260616.b2b0cde latest2026-06-16 b2b0cde 874 BA view · diff
git:20260615.6881aee2026-06-15 6881aee 863 BA view · diff
git:20260615.7a629362026-06-15 7a62936 548 BA view · diff
git:20260519.dc15fe22026-05-19 dc15fe2 536 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (874 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

GitHub

yogsoth-ai/de-anthropocentric-research-engine · 498 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bc7naybwr7sfbz2t
GET https://markdownregistry.com/api/v1/resolve?ref=yogsoth-ai/de-anthropocentric-research-engine/ahrq-reason-classification
GET https://markdownregistry.com/api/v1/blob/cfbe4c5cddd34ffa100d0c47753e684844f32aa7fac5962cb546d95dbb4ab356

Your agent 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.

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