CCPM Project Management
automazeio/ccpm
Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts.
Converts PRDs to prd.json format for Aha Loop autonomous execution.
$ npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install YougLin-dev/Aha-Loop prd-converter --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/YougLin-dev/Aha-Loop.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/prd-converter .claude/skills/prd-converter && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "prd-converter" agent skill from https://github.com/YougLin-dev/Aha-Loop/tree/main/.agents/skills/prd-converter into .claude/skills/prd-converter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-converter", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/YougLin-dev/Aha-Loop/tree/main/.agents/skills/prd-converterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install YougLin-dev/Aha-Loop prd-converter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YougLin-dev/Aha-Loop.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/prd-converter .agents/skills/prd-converter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prd-converter" agent skill from https://github.com/YougLin-dev/Aha-Loop/tree/main/.agents/skills/prd-converter into .agents/skills/prd-converter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-converter", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install YougLin-dev/Aha-Loop prd-converter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YougLin-dev/Aha-Loop.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/prd-converter .cursor/skills/prd-converter && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "prd-converter" agent skill from https://github.com/YougLin-dev/Aha-Loop/tree/main/.agents/skills/prd-converter into .cursor/skills/prd-converter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-converter", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/YougLin-dev/Aha-Loop.git --path .agents/skills/prd-converter--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install YougLin-dev/Aha-Loop prd-converter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YougLin-dev/Aha-Loop.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/prd-converter .gemini/skills/prd-converter && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "prd-converter" agent skill from https://github.com/YougLin-dev/Aha-Loop/tree/main/.agents/skills/prd-converter into .gemini/skills/prd-converter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-converter", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install YougLin-dev/Aha-Loop prd-converterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/YougLin-dev/Aha-Loop.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/prd-converter .github/skills/prd-converter && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "prd-converter" agent skill from https://github.com/YougLin-dev/Aha-Loop/tree/main/.agents/skills/prd-converter into .github/skills/prd-converter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-converter", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install YougLin-dev/Aha-Loop prd-converter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YougLin-dev/Aha-Loop.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/prd-converter .opencode/skills/prd-converter && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "prd-converter" agent skill from https://github.com/YougLin-dev/Aha-Loop/tree/main/.agents/skills/prd-converter into .opencode/skills/prd-converter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prd-converter", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
prd-converterConverts PRDs to prd.json format for Aha Loop autonomous execution.
Prd Converter is an agent skill from YougLin-dev/Aha-Loop. Converts PRDs to prd.json format for Aha Loop autonomous execution. Use when converting existing PRDs to JSON format. Triggers on: convert prd, create prd.json, aha-loop format.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Product & Project Management, covering PRD writing. The repository describes itself as: [MVP] Aha Loop is a fully autonomous AI development system, extended from the core ideas of Ralph. It's not just an execution engine, but a complete AI development framework with… The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 8d799b2. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Prd Converter loads about 2.6k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 831 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from YougLin-dev/Aha-Loop at commit 8d799b2, republished under its MIT licence (© YougLin-dev). 831 words, ~2,609 tokens.
.claude/skills/prd-converter/SKILL.md (or your agent's skills folder).Converts existing PRDs to the prd.json format that Aha Loop uses for autonomous execution.
Take a PRD (markdown file or text) and convert it to prd.json in the scripts/aha-loop directory.
{
"version": 2,
"prdId": "[PRD-XXX from roadmap or PRD filename]",
"project": "[Project Name]",
"branchName": "aha-loop/[feature-name-kebab-case]",
"description": "[Feature description from PRD title/intro]",
"changeLog": [],
"userStories": [
{
"id": "US-001",
"title": "[Story title]",
"description": "As a [user], I want [feature] so that [benefit]",
"acceptanceCriteria": [
"Criterion 1",
"Criterion 2",
"Typecheck passes"
],
"priority": 1,
"passes": false,
"researchTopics": [
"Question about technology or best practice",
"Question about existing patterns"
],
"researchCompleted": false,
"learnings": "",
"implementationNotes": "",
"notes": ""
}
]
}| Field | Purpose |
|---|---|
version | Schema version (always 2) |
prdId | PRD identifier (e.g., PRD-001) for commit message prefixes |
changeLog | Array of plan modifications made during execution |
researchTopics | Questions to investigate before implementing the story |
researchCompleted | Whether research phase is done for this story |
learnings | Knowledge gained during implementation (filled by Aha Loop) |
implementationNotes | Guidance from research phase for implementation |
Each story must be completable in ONE Aha Loop iteration (one context window).
Aha Loop spawns a fresh AI instance per iteration with no memory of previous work. If a story is too big, the LLM runs out of context before finishing and produces broken code.
Rule of thumb: If you cannot describe the change in 2-3 sentences, it is too big.
Stories execute in priority order. Earlier stories must not depend on later ones.
Correct order:
Wrong order:
Each criterion must be something the execution engine can CHECK, not something vague.
status column to tasks table with default 'pending'""Typecheck passes"For stories with testable logic, also include:
"Tests pass""Verify in browser using dev-browser skill"Frontend stories are NOT complete until visually verified. Aha Loop will use the dev-browser skill to navigate to the page, interact with the UI, and confirm changes work.
"version": 2passes: false, researchCompleted: false, empty notes, learnings, implementationNotesaha-loop/[]If a PRD has big features, split them:
Original:
"Add user notification system"
Split into:
Each is one focused change that can be completed and verified independently.
Input PRD:
# Task Status Feature
Add ability to mark tasks with different statuses.
## Requirements
- Toggle between pending/in-progress/done on task list
- Filter list by status
- Show status badge on each task
- Persist status in databaseOutput prd.json (v2):
{
"version": 2,
"prdId": "PRD-001",
"project": "TaskApp",
"branchName": "aha-loop/task-status",
"description": "Task Status Feature - Track task progress with status indicators",
"changeLog": [],
"userStories": [
{
"id": "US-001",
"title": "Add status field to tasks table",
"description": "As a developer, I need to store task status in the database.",
"acceptanceCriteria": [
"Add status column: 'pending' | 'in_progress' | 'done' (default 'pending')",
"Generate and run migration successfully",
"Typecheck passes"
],
"priority": 1,
"passes": false,
"researchTopics": [
"Best practices for enum columns in this database",
"Migration rollback strategies"
],
"researchCompleted": false,
"learnings": "",
"implementationNotes": "",
"notes": ""
},
{
"id": "US-002",
"title": "Display status badge on task cards",
"description": "As a user, I want to see task status at a glance.",
"acceptanceCriteria": [
"Each task card shows colored status badge",
"Badge colors: gray=pending, blue=in_progress, green=done",
"Typecheck passes",
"Verify in browser using dev-browser skill"
],
"priority": 2,
"passes": false,
"researchTopics": [
"Existing badge components in codebase",
"Accessible color schemes for status indicators"
],
"researchCompleted": false,
"learnings": "",
"implementationNotes": "",
"notes": ""
},
{
"id": "US-003",
"title": "Add status toggle to task list rows",
"description": "As a user, I want to change task status directly from the list.",
"acceptanceCriteria": [
"Each row has status dropdown or toggle",
"Changing status saves immediately",
"UI updates without page refresh",
"Typecheck passes",
"Verify in browser using dev-browser skill"
],
"priority": 3,
"passes": false,
"researchTopics": [],
"researchCompleted": false,
"learnings": "",
"implementationNotes": "",
"notes": ""
},
{
"id": "US-004",
"title": "Filter tasks by status",
"description": "As a user, I want to filter the list to see only certain statuses.",
"acceptanceCriteria": [
"Filter dropdown: All | Pending | In Progress | Done",
"Filter persists in URL params",
"Typecheck passes",
"Verify in browser using dev-browser skill"
],
"priority": 4,
"passes": false,
"researchTopics": [
"URL state management patterns in this codebase"
],
"researchCompleted": false,
"learnings": "",
"implementationNotes": "",
"notes": ""
}
]
}Before writing a new prd.json, check if there is an existing one from a different feature:
prd.json if it existsbranchName differs from the new feature's branch nameprogress.txt has content beyond the header:archive/YYYY-MM-DD-feature-name/prd.json and progress.txt to archiveprogress.txt with fresh headerThe aha-loop.sh script handles this automatically when you run it, but if you are manually updating prd.json between runs, archive first.
Before writing prd.json, verify:
researchTopicsresearchCompleted: false initiallychangeLog initialized as empty arrayWhen to add research topics:
When to skip research topics:
© YougLin-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/prd-converter of YougLin-dev/Aha-Loop.
Open the folder on GitHubat commit 8d799b2
Prd Converter next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Prd Converter this skillYougLin-dev/Aha-Loop | 181 | — | ~2.6k | Automated safety check: Pass | MIT | |
| CCPM Project Managementautomazeio/ccpm | 8.4k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Ralph Tui Create Beadssubsy/ralph-tui | 2.5k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Trellis Brainstormanjiemo/SunnyBeach | 178 | 7 repos | ~4k | Automated safety check: Pass | Apache-2.0 | |
| Ralph Tui Create Beads Rustsubsy/ralph-tui | 2.5k | 1 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Ralph Tui Create JSONsubsy/ralph-tui | 2.5k | 1 repos | ~2.6k | Automated safety check: Pass | MIT |
automazeio/ccpm
Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts.
subsy/ralph-tui
Convert PRDs to beads for ralph-tui execution. An agent skill from subsy/ralph-tui.
anjiemo/SunnyBeach
Guides collaborative requirements discovery before implementation.
subsy/ralph-tui
Convert PRDs to beads for ralph-tui execution using beads-rust (br CLI).
subsy/ralph-tui
Convert PRDs to prd.json format for ralph-tui execution. An agent skill from subsy/ralph-tui.
jamesrochabrun/skills
Generate comprehensive Product Requirements Documents (PRDs) for product managers.
YougLin-dev/Aha-Loop
Designs system architecture and selects technology stack based on vision analysis.
YougLin-dev/Aha-Loop
Reviews and cleans up outdated documentation. An agent skill from YougLin-dev/Aha-Loop.
YougLin-dev/Aha-Loop
Guides God Committee members through consensus-building for collective decisions.
YougLin-dev/Aha-Loop
Guides God Committee members through executing interventions.
YougLin-dev/Aha-Loop
Defines God Committee member behavior and responsibilities with oversight authority.
YougLin-dev/Aha-Loop
Guides parallel exploration of multiple implementation approaches using git worktrees.
Categories
Converts PRDs to prd.json format for Aha Loop autonomous execution. Prd Converter is an agent skill from YougLin-dev/Aha-Loop.json format for Aha Loop autonomous execution.
Prd Converter fits situations like: converting existing PRDs to JSON format; create prd.json; aha-loop format.
Run `npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a claude-code`. Or copy the skill folder (.agents/skills/prd-converter in YougLin-dev/Aha-Loop) into .claude/skills/prd-converter in your project. Claude Code loads it when a task matches its description.
Run `npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a codex`. Or copy the skill folder (.agents/skills/prd-converter in YougLin-dev/Aha-Loop) into .agents/skills/prd-converter in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add YougLin-dev/Aha-Loop --skill prd-converter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prd-converter, .gemini/skills/prd-converter, .github/skills/prd-converter and .opencode/skills/prd-converter in your project.
SKILL.md names no scripts, command-line tools or credentials: Prd Converter is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Prd Converter is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Prd Converter: CCPM Project Management (automazeio/ccpm, 8.4k stars), Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars), Trellis Brainstorm (anjiemo/SunnyBeach, 178 stars) and Ralph Tui Create Beads Rust (subsy/ralph-tui, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
YougLin-dev (a GitHub user) maintains it in YougLin-dev/Aha-Loop, which has 181 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on February 3, 2026.
Source: YougLin-dev/Aha-Loop on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.