Executing Plans Inline
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
Transforms a rough idea into a detailed design document with implementation plan.
$ npx skills add mikeyobrien/ralph-orchestrator --skill pdd -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator pdd --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/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/pdd .claude/skills/pdd && 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 "pdd" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/pdd into .claude/skills/pdd/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdd", 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/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/pddType 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 mikeyobrien/ralph-orchestrator --skill pdd -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator pdd --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/pdd .agents/skills/pdd && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "pdd" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/pdd into .agents/skills/pdd/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdd", 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 mikeyobrien/ralph-orchestrator --skill pdd -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator pdd --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/pdd .cursor/skills/pdd && 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 "pdd" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/pdd into .cursor/skills/pdd/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdd", 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/mikeyobrien/ralph-orchestrator.git --path .claude/skills/pdd--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 mikeyobrien/ralph-orchestrator --skill pdd -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator pdd --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/pdd .gemini/skills/pdd && 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 "pdd" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/pdd into .gemini/skills/pdd/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdd", 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 mikeyobrien/ralph-orchestrator pddInstalls 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 mikeyobrien/ralph-orchestrator --skill pdd -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/pdd .github/skills/pdd && 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 "pdd" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/pdd into .github/skills/pdd/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdd", 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 mikeyobrien/ralph-orchestrator --skill pdd -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mikeyobrien/ralph-orchestrator pdd --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikeyobrien/ralph-orchestrator.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/pdd .opencode/skills/pdd && 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 "pdd" agent skill from https://github.com/mikeyobrien/ralph-orchestrator/tree/main/.claude/skills/pdd into .opencode/skills/pdd/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "pdd", 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.
pddTransforms a rough idea into a detailed design document with implementation plan.
Pdd is an agent skill from mikeyobrien/ralph-orchestrator. Transforms a rough idea into a detailed design document with implementation plan. Follows Prompt-Driven Development — iterative requirements clarification, research, design, and planning.
Its SKILL.md is about 2.1k 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 Agent Workflows, covering Planning. The repository describes itself as: An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration. The licence is MIT.
9 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit edc2b32. 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.
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.
Pdd loads about 2.1k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 1,067 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 mikeyobrien/ralph-orchestrator at commit edc2b32, republished under its MIT licence (© mikeyobrien). 1,067 words, ~2,074 tokens.
.claude/skills/pdd/SKILL.md (or your agent's skills folder).Transform a rough idea into a detailed design with an implementation plan. The process is iterative: clarify requirements, research, design, plan — moving between phases as needed.
These rules apply across ALL steps:
ralph run.specs/{task_name}/): Base directory for all artifacts. {task_name} is derived as kebab-case from the idea (e.g., "build a rate limiter" → rate-limiter). Aligns with Ralph's spec-driven pipeline.Constraints:
task_name from the rough idea as kebab-caseCreate the directory and initial files:
{project_dir}/rough-idea.md — the provided rough idea{project_dir}/requirements.md — Q&A record (initially empty){project_dir}/research/ — directory for research notesInform the user the structure feeds into Ralph's spec-driven presets.
Gate: You MUST NOT proceed to Step 2 until the user confirms the project structure is acceptable.
Ask the user their preferred starting point:
Gate: You MUST wait for the user to choose before proceeding. You MUST NOT automatically start requirements clarification or research without explicit user direction.
Guide the user through questions to refine the idea into a thorough specification.
Constraints:
Cover edge cases, user experience, technical constraints, and success criteria. Suggest options when the user is unsure.
Gate: You MUST NOT proceed to Research or Design until the user explicitly confirms requirements clarification is complete. You MUST offer the option to conduct research if questions arise that would benefit from additional information.
Conduct research on technologies, libraries, or existing code to inform the design.
Constraints:
{project_dir}/research/ as separate topic filesGate: You MUST NOT proceed to the Iteration Checkpoint until the user confirms research is sufficient. You MUST offer to return to requirements clarification if research uncovers new questions.
Summarize the current state of requirements and research, then ask the user:
Gate: You MUST NOT proceed to design without explicit user confirmation. You MUST support iterating between requirements and research as many times as needed.
Create {project_dir}/design.md as a standalone document with these sections:
Constraints:
Gate: You MUST NOT proceed to the implementation plan until the user explicitly approves the design. You MUST offer to return to requirements or research if gaps are identified during design review.
Create {project_dir}/plan.md — a numbered series of incremental implementation steps.
Guiding principle: Each step builds on previous steps, results in working demoable functionality, and follows TDD practices. No orphaned code — every step ends with integration. Core end-to-end functionality should be available as early as possible.
Constraints:
Gate: You MUST NOT proceed to the summary until the user reviews and approves the implementation plan.
Create {project_dir}/summary.md listing all artifacts, a brief overview, and suggested next steps. Present this summary in the conversation.
Ask: "Would you like me to create a PROMPT.md for Ralph to implement this autonomously?"
If yes, create a concise PROMPT.md (under 100 lines) with:
specs/{task_name}/Suggest the appropriate command:
ralph run --config presets/pdd-to-code-assist.ymlralph run -c ralph.yml -H builtin:code-assistIf the user declines, acknowledge and conclude the session.
Gate: You MUST NOT run ralph run or begin any implementation. This SOP ends here. Implementation is a separate step the user initiates themselves.
Input: "I want to build a template management feature for our internal tool — create, edit, share templates, generate documents with custom fields."
Output: A specs/template-management/ directory containing rough-idea.md, requirements.md, research/, design.md, plan.md, and summary.md — plus optionally a PROMPT.md for autonomous implementation.
Requirements stall: Suggest switching to a different aspect, provide examples, or pivot to research to unblock decisions.
Research limitations: Document what's missing, suggest alternatives with available information, ask user for additional context. Don't block progress.
Design complexity: Break into smaller components, focus on core functionality first, suggest phased implementation, return to requirements to re-prioritize.
© mikeyobrien, 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 .claude/skills/pdd of mikeyobrien/ralph-orchestrator.
Open the folder on GitHubat commit edc2b32
Pdd 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 |
|---|---|---|---|---|---|---|
| Pdd this skillmikeyobrien/ralph-orchestrator | 3.2k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Interview Meaddyosmani/agent-skills | 103k | 6 repos | ~3.8k | Automated safety check: Pass | MIT | |
| OpenSpec Guided OnboardingFission-AI/OpenSpec | 71k | 1 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Writing Plansgeeksblabla/stateofdev.ma | 163 | 57 repos | ~661 | Automated safety check: Pass | None | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 37 repos | ~1.2k | Automated safety check: Pass | None |
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
addyosmani/agent-skills
Asks one question at a time, each with a best guess attached, until the agent is about 95 percent sure what you really want, before any plan, spec or code.
Fission-AI/OpenSpec
Walks you through a complete OpenSpec workflow cycle with narration while doing real work in your codebase.
geeksblabla/stateofdev.ma
A skill your agent uses when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file…
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
jd-opensource/JoySafeter
Implements Manus-style file-based planning for complex tasks.
mikeyobrien/ralph-orchestrator
Introspect, explain, and improve Ralph Orchestrator using its published llms.txt doc map.
mikeyobrien/ralph-orchestrator
A skill your agent uses when testing Ralph's hat collection presets, validating preset configurations, or auditing the preset library for bugs and UX issues.
mikeyobrien/ralph-orchestrator
A skill your agent uses when creating animated demos (GIFs) for pull requests or documentation.
mikeyobrien/ralph-orchestrator
A skill your agent uses when bumping ralph-orchestrator version for a new release, after fixes are committed and ready to publish
mikeyobrien/ralph-orchestrator
A skill your agent uses when asked to review a PR, run a code review loop, or invoke the ralph reviewer against a pull request number or GitHub URL
mikeyobrien/ralph-orchestrator
A skill your agent uses when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output.
Categories
Transforms a rough idea into a detailed design document with implementation plan. Pdd is an agent skill from mikeyobrien/ralph-orchestrator. Transforms a rough idea into a detailed design document with implementation plan.
Pdd fits situations like: tasks that involve Planning.
Run `npx skills add mikeyobrien/ralph-orchestrator --skill pdd -a claude-code`. Or copy the skill folder (.claude/skills/pdd in mikeyobrien/ralph-orchestrator) into .claude/skills/pdd in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mikeyobrien/ralph-orchestrator --skill pdd -a codex`. Or copy the skill folder (.claude/skills/pdd in mikeyobrien/ralph-orchestrator) into .agents/skills/pdd 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 mikeyobrien/ralph-orchestrator --skill pdd -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pdd, .gemini/skills/pdd, .github/skills/pdd and .opencode/skills/pdd in your project.
SKILL.md names no scripts, command-line tools or credentials: Pdd 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.
Pdd is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.3k 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 Pdd: Executing Plans Inline (obra/superpowers, 297k stars), Interview Me (addyosmani/agent-skills, 103k stars), OpenSpec Guided Onboarding (Fission-AI/OpenSpec, 71k stars) and Writing Plans (geeksblabla/stateofdev.ma, 163 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mikeyobrien (a GitHub user) maintains it in mikeyobrien/ralph-orchestrator, which has 3,169 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on October 5, 2026.
Source: mikeyobrien/ralph-orchestrator on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.