Idea Coach

**Judgement:** A well-designed, developer-focused idea management skill that combines structured triage with GitHub-centric execution. It is particularly strong for users who live in GitHub and want an AI partner that is willing to question and kill weak ideas rather than just cheerlead. **What it does well** - Captures ideas/problems/challenges quickly and organizes them with meaningful attributes (type, domain, energy, urgency, importance, status). - Enforces a practical review cadence based on importance/energy, helping prevent backlog decay. - Integrates cleanly with GitHub via `gh` (link existing repos, create new repos, sync as issues, view repo status). - Encourages deliberate dropping and completion, with stats to track shipped vs. abandoned ideas. **Key risks & limitations** - **GitHub side effects:** `idea_ship` and `idea_sync` can create repos and issues; misconfiguration or casual use (e.g., `--public` by mistake) can clutter or expose repositories. - **Environment assumptions:** Requires `gh` CLI installed and authenticated; storage path (`~/.openclaw/idea-coach/ideas.json`) assumes a typical filesystem layout and may be less obvious to non-technical users. - **Single-file storage:** All ideas live in one JSON file, which could become a reliability or performance concern at large scale or if corrupted. - **CLI/command complexity:** Rich command set is powerful but carries a learning curve; best suited to users already comfortable with CLIs and GitHub. **Recommended scenarios** - Solo devs or small teams who: - Use GitHub as their primary code and issue tracker. - Want an AI partner that pushes back, questions value, and suggests dropping low-leverage ideas. - Prefer a CLI/automation-friendly workflow over GUI-heavy tools. - Early-stage product or side-project pipelines where many ideas are generated, only a few should ship, and the GitHub repo/issue is the eventual source of truth. **Not ideal for** - Non-technical users who don’t use GitHub or are uncomfortable with the CLI. - Organizations needing multi-user, multi-device synchronized planning with permissions, workflows, or complex project management features beyond idea grooming.