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agentic-skill-eval SKILL.md skillA

agentic-skill-eval from stempeck/agentfactory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add stempeck/agentfactory/agentic-skill-eval@git:20260628.34d8187

Pins git:20260628.34d8187 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: stempeck/agentfactory
Path: internal/cmd/install_skills/agentic-skill-eval/SKILL.md
Versions recorded: 1
Latest version: git:20260628.34d8187, committed Jun 28, 2026
Size: 10,325 bytes
Repository stars: 3
License: AGPL-3.0

Evaluates a skill library to identify which SKILL.md files would produce valuable autonomous agents when converted via /formula-create. Use when assessing a repository of skills for agent creation candidates, prioritizing which skills to convert to formulas, or auditing an existing agent roster for gaps.

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

# Evaluating Agentic Potential

Systematically evaluates every skill in a repository to determine which would produce valuable autonomous agents via the `/formula-create` → `af formula agent-gen` pipeline.

## Prerequisites

- Target repository contains SKILL.md files (any structure)
- AgentFactory installed (`af` CLI available)
- Access to the factory's .agentfactory/AGENTS.md (current agent roster)

## Workflow

### Phase 1: Understand the Factory (do NOT skip)

Read the factory's .agentfactory/AGENTS.md to understand:
- What agents already exist and their types (autonomous vs interactive)
- What capabilities the factory already has (design, analysis, implementation, operations)
- What the dispatch pattern looks like (`af sling --agent <name> "input"`)

```bash
cat "$(af root)/.agentfactory/AGENTS.md" 2>/dev/null || echo "No AGENTS.md found"
```

**Output (required):** A numbered gap list. Enumerate every capability gap the factory has. These numbers are referenced in Phase 4 — skills that cannot cite a gap number are discarded.

Example:
```
1. Security — no agent validates code safety before merge
2. Quality — no automated quality gates
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add stempeck/agentfactory/agentic-skill-eval@sha256:a3cb5879f690fd50

The line at the top of this page pins the label git:20260628.34d8187, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_qntx6slwlfm5762j.svg)](https://markdownregistry.com/a/art_qntx6slwlfm5762j)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jun 28, 2026.

version	committed	commit	size	audit
git:20260628.34d8187 latest	2026-06-28	34d8187	10,325 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (10325 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

stempeck/agentfactory · 3 stars · license AGPL-3.0 · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qntx6slwlfm5762j
GET https://markdownregistry.com/api/v1/resolve?ref=stempeck/agentfactory/agentic-skill-eval
GET https://markdownregistry.com/api/v1/blob/a3cb5879f690fd50391fabcbcc9d60b09ed8ec9d0e0c71b7df682a6f0c8dc654

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.