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sddp-implement-qc-loop SKILL.md skillA

sddp-implement-qc-loop from attilaszasz/sdd-pilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add attilaszasz/sdd-pilot/sddp-implement-qc-loop@git:20260821.a60b53a

Pins git:20260821.a60b53a in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: attilaszasz/sdd-pilot
Path: .claude/skills/sddp-implement-qc-loop/SKILL.md
Versions recorded: 3
Latest version: git:20260821.a60b53a, committed Aug 21, 2026
First version recorded: Mar 6, 2026
Size: 2,035 bytes
Repository stars: 98
License: MIT

Run implement and QC in a continuous loop.

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

Command category: `orchestration`
Prerequisites: `spec`, `plan`, `tasks`

You are starting an Implement + QC loop workflow. Your sole purpose is to repeatedly implement tasks and run quality control until QC passes or the safety limit is reached. Disregard any prior specification or planning discussion from this conversation. Focus exclusively on the implement → QC cycle.

Load and follow the workflow in `.github/sddp/workflows/implement-qc-loop/WORKFLOW.md`.

The loop skill will instruct you to load and execute two sub-skills inline:
- **Implement** → `.github/sddp/workflows/implement-tasks/WORKFLOW.md`
- **QC** → `.github/sddp/workflows/quality-control/WORKFLOW.md`

When either sub-skill says **Delegate**, use the Task tool to invoke the corresponding sub-agent:
- **Delegate: Context Gatherer** → delegate to `sddp-context-gatherer`
- **Delegate: Task Tracker** → delegate to `sddp-task-tracker`
- **Delegate: Developer** → delegate to `sddp-developer`
- **Delegate: Checklist Reader** → delegate to `sddp-checklist-reader`
- **Delegate: Test Evaluator** → delegate to `sddp-test-evaluator`
- **Delegate: Technical Researcher** → delegate to `sddp-technical-researcher`
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add attilaszasz/sdd-pilot/sddp-implement-qc-loop@sha256:a2f7a2a5991c8c0f

The line at the top of this page pins the label git:20260821.a60b53a, 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_nuut3gn35wge7pmi.svg)](https://markdownregistry.com/a/art_nuut3gn35wge7pmi)

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

Versions

The registry has recorded 3 versions of this file, between Mar 6, 2026 and Aug 21, 2026, about one every 84 days.

version	committed	commit	size	audit
git:20260821.a60b53a latest	2026-08-21	a60b53a	2,035 B	A	view · diff
git:20260813.9edcdf7	2026-08-13	9edcdf7	1,989 B	A	view · diff
git:20260306.16cd127	2026-03-06	16cd127	1,650 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 (2035 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

attilaszasz/sdd-pilot · 98 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nuut3gn35wge7pmi
GET https://markdownregistry.com/api/v1/resolve?ref=attilaszasz/sdd-pilot/sddp-implement-qc-loop
GET https://markdownregistry.com/api/v1/blob/a2f7a2a5991c8c0f67456787f01ac67f9312c6405b3c43d4d465f2f15819548a

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.

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