product-rd-workflow SKILL.md skillA

product-rd-workflow from ccoalm/ccl-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ccoalm/ccl-skills/product-rd-workflow@git:20261028.b5ff53b

Pins git:20261028.b5ff53b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ccoalm/ccl-skills
Path
skills/product-rd-workflow/SKILL.md
Versions recorded
15
Latest version
git:20261028.b5ff53b, committed Oct 28, 2026
First version recorded
Aug 31, 2026
Size
75,653 bytes
Repository stars
6
License
Apache-2.0

加功能/新需求/技术方案/方案评估/技术选型/可行性评估/工作量评估/多阶段重构/推倒重来/重新开发/完全重新开始/清除代码重新开发/redo-from-scratch/继续之前的重构·开发/resume-in-flight-delivery/项目分析/无架构兄弟栈的服务边界·数据归属/service-boundary-data-ownership/spec·PRD·需求文档实质内容写错要改对(substance 修正)/方案评审通过·进入实现阶段 → end-to-end product R&D router for requirement shaping, spec/plan, implementation gates, assessment, redo/refactor, and multi-stack standards.

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

# Product R&D Workflow

Use this skill as the top-level workflow for new product development, feature delivery, bug handling, refactoring, release preparation, or repeated process improvement. It is not a replacement for stack-specific skills; it decides which skill should own each stage and what evidence is required before moving on.

**Entry precedence.** For any product idea, feature delivery, release, cross-cutting refactor, or a **restart/redo of an in-flight delivery**, invoke this workflow first to classify and route — naming a stack/execution skill (e.g. `web-react-dev`, `multi-agent-delegation`) does not by itself skip this workflow's lifecycle gates (design / test / release / acceptance); those still apply unless already covered.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ccoalm/ccl-skills/product-rd-workflow@sha256:3e643b53ef949680

The line at the top of this page pins the label git:20261028.b5ff53b, 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 badge

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

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

Versions

The registry has recorded 15 versions of this file, between Aug 31, 2026 and Oct 28, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261028.b5ff53b latest2026-10-28 b5ff53b 75,653 BA view · diff
git:20261028.06ff4772026-10-28 06ff477 75,683 BA view · diff
git:20261028.a0e4fb02026-10-28 a0e4fb0 75,800 BA view · diff
git:20261002.9611d672026-10-02 9611d67 75,741 BA view · diff
git:20261002.e664c8a2026-10-02 e664c8a 75,715 BA view · diff
git:20261002.7941f0e2026-10-02 7941f0e 75,706 BA view · diff
git:20261002.d35caf12026-10-02 d35caf1 75,754 BA view · diff
git:20260911.7de30c02026-09-11 7de30c0 75,754 BA view · diff
git:20260908.a3d4e212026-09-08 a3d4e21 75,766 BA view · diff
git:20260907.78d410b2026-09-07 78d410b 75,787 BA view · diff
git:20260905.0a99fd42026-09-05 0a99fd4 75,903 BA view · diff
git:20260905.1dd33b42026-09-05 1dd33b4 75,914 BA view · diff
git:20260905.260c6032026-09-05 260c603 75,895 BA view · diff
git:20260901.1c170282026-09-01 1c17028 76,200 BA view · diff
git:20260831.4a91f422026-08-31 4a91f42 76,200 BA 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 (75653 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

ccoalm/ccl-skills · 6 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tnjhekczdamnxctt
GET https://markdownregistry.com/api/v1/resolve?ref=ccoalm/ccl-skills/product-rd-workflow
GET https://markdownregistry.com/api/v1/blob/3e643b53ef9496802137d658588d18cac8553571ecd2278b34d356f21cca7865

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.

More from ccoalm/ccl-skills

AGENTS.md AGENTS.md file
ccoalm/ccl-skills · AGENTS.md
git:20261003.5ac538d · audit A · 6 stars
AGENTS.md@eval AGENTS.md file
ccoalm/ccl-skills · eval/AGENTS.md
git:20261004.932325c · audit A · 6 stars
AGENTS.md@eval/evidence/placement-face-2026-08-28 AGENTS.md file
ccoalm/ccl-skills · eval/evidence/placement-face-2026-08-28/AGENTS.md
git:20260829.e0c8729 · audit A · 6 stars
AGENTS.md@eval/evidence/placement-face-2026-08-28/arms AGENTS.md file
ccoalm/ccl-skills · eval/evidence/placement-face-2026-08-28/arms/AGENTS.md
git:20260829.e0c8729 · audit A · 6 stars
AGENTS.md@eval/evidence/routing-bank-runner-round-2026-08-14 AGENTS.md file
ccoalm/ccl-skills · eval/evidence/routing-bank-runner-round-2026-08-14/AGENTS.md
git:20260815.594239a · audit A · 6 stars
AGENTS.md@eval/evidence/routing-new-tighten-vs-owner-2026-08-15 AGENTS.md file
ccoalm/ccl-skills · eval/evidence/routing-new-tighten-vs-owner-2026-08-15/AGENTS.md
git:20260815.14dfddf · audit A · 6 stars
AGENTS.md@eval/evidence/routing-p3-log-plus-test-2026-08-14 AGENTS.md file
ccoalm/ccl-skills · eval/evidence/routing-p3-log-plus-test-2026-08-14/AGENTS.md
git:20260814.f4c1164 · audit A · 6 stars
AGENTS.md@eval/evidence/zh-doc-borrow-2026-08-27 AGENTS.md file
ccoalm/ccl-skills · eval/evidence/zh-doc-borrow-2026-08-27/AGENTS.md
git:20260828.6e3ddd8 · audit A · 6 stars
AGENTS.md@eval/evidence/zh-doc-borrow-2026-08-27/arms AGENTS.md file
ccoalm/ccl-skills · eval/evidence/zh-doc-borrow-2026-08-27/arms/AGENTS.md
git:20260828.6e3ddd8 · audit A · 6 stars
AGENTS.md@eval/skill-effectiveness AGENTS.md file
ccoalm/ccl-skills · eval/skill-effectiveness/AGENTS.md
git:20260812.206facb · audit A · 6 stars
AGENTS.md@hooks AGENTS.md file
ccoalm/ccl-skills · hooks/AGENTS.md
git:20260812.206facb · audit A · 6 stars
AGENTS.md@packages AGENTS.md file
ccoalm/ccl-skills · packages/AGENTS.md
git:20260815.1f122f5 · audit A · 6 stars

Every file in ccoalm/ccl-skills

Browse by kind, by grade A, or by owner.