From rk-skills
Orchestrates the full pipeline from raw app idea to running implementation: PRD, question refinement, GitHub issues, execution plan review, and milestone workflow. Use when starting a new app project.
How this skill is triggered — by the user, by Claude, or both
Slash command
/rk-skills:new-app-pipelineThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
The end-to-end process for starting a new app: capture the idea as a PRD, refine it by resolving every open question, break it into execution-ready GitHub issues, review the model/effort assignments, then run the milestone workflow. Each stage produces a durable artifact (PR, issues, workflow run) so the pipeline survives context resets — the conversation is never the state.
The end-to-end process for starting a new app: capture the idea as a PRD, refine it by resolving every open question, break it into execution-ready GitHub issues, review the model/effort assignments, then run the milestone workflow. Each stage produces a durable artifact (PR, issues, workflow run) so the pipeline survives context resets — the conversation is never the state.
| # | Stage | Skill | Artifact | Checkpoint before next stage |
|---|---|---|---|---|
| 1 | Idea → PRD | app-prd | PRD.md on a PR | User iterates on the draft, in bursts |
| 2 | Resolve questions | prd-questions | Updated PRD, empty Open Questions | User answered every batch |
| 3 | Merge the PRD PR | — | PRD on main | Explicit user go |
| 4 | Issues + milestones | prd-to-issues | Milestones, 15–25 issues with Execution blocks | User reviews the breakdown table |
| 5 | Execution plan | execution-plan-review | Revised Execution blocks | User settles the final table |
| 6 | Run a milestone | milestone-workflow | Workflow run → PRs → LGTMs | User approves the run plan (mandatory) |
github-issue-format before filing, best-solution over cheap-solution.If the artifacts already exist (a PRD in the repo, issues filed), enter at the first stage whose artifact is missing or stale — never redo a finished stage. Verify by looking at the repo and issues, not by asking.
npx claudepluginhub richkuo/rk-skills --plugin rk-skills2plugins reuse this skill
First indexed Jul 16, 2026
Generates a structured PRD.md from a raw app idea, commits it to a repo via worktree and PR, and bootstraps an empty repo if needed.
Guides developers through the full development pipeline: discover, brainstorm, plan, execute, review, and ship. Invoke when starting work on a bug, feature, improvement, or task.
Orchestrates autonomous end-to-end project building from a description via CodeClaw pipeline: ideas, tasks, releases, implementation, docs, and social announcements.