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rapid-implement SKILL.md skillA

rapid-implement 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/rapid-implement@git:20260508.dcad93b

Pins git:20260508.dcad93b 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/rapid-implement/SKILL.md
Versions recorded: 1
Latest version: git:20260508.dcad93b, committed May 8, 2026
Size: 8,837 bytes
Repository stars: 3
License: AGPL-3.0

Lean, adaptive implementation skill that classifies task complexity and scales process accordingly. Uses native Claude Code sub-agents and checkpoints for speed and token efficiency while maintaining quality gates.

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

# Rapid Implement

Implement the assigned task with adaptive rigor. Process weight scales to task complexity.

## Phase 0: Classify (< 1 minute)

Read the task requirements. Classify complexity:

| Signal | Trivial | Moderate | Complex | Epic |
|--------|---------|----------|---------|------|
| Files touched | 1-2 | 2-4 | 5-10 | 10+ |
| New models/tables | 0 | 0-1 | 1-3 | 3+ |
| Concurrency needed | No | No | Maybe | Yes |
| Cross-component | No | No | Yes | Yes |
| Design decisions | 0 | 1-2 | 3-5 | 5+ |

**Trivial/Moderate**: Note classification mentally. Skip to Phase 1.

**Complex/Epic**: Write classification to `todos/rapid/PLAN.md`:

```markdown
## Classification: [Complex|Epic]
## Rationale: [1-2 sentences with signals observed]
## Files to modify: [list]
## Key risks: [list]
## Verification: [test command from requirements]

## Spec Checklist (enumerate EVERY item)
### Components/Subcommands/Endpoints:
- [ ] [list each one from the spec]
### Architectural Constraints:
- [ ] [e.g., "must call REST API, not direct DB access"]
### Flags/Options per component:
- [ ] [list each flag from the spec]
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add stempeck/agentfactory/rapid-implement@sha256:6a8d0c7d59ea9451

The line at the top of this page pins the label git:20260508.dcad93b, 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_7zhxxiyw3x3ufv7n.svg)](https://markdownregistry.com/a/art_7zhxxiyw3x3ufv7n)

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

Versions

The registry has recorded 1 version of this file, committed on May 8, 2026.

version	committed	commit	size	audit
git:20260508.dcad93b latest	2026-05-08	dcad93b	8,837 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 (8837 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_7zhxxiyw3x3ufv7n
GET https://markdownregistry.com/api/v1/resolve?ref=stempeck/agentfactory/rapid-implement
GET https://markdownregistry.com/api/v1/blob/6a8d0c7d59ea94517db7ab2e856ca088d816365331bf8ffa517b6b3c69d06bfa

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.