pov-expansion
Use when seeking analogous solutions from other domains, when stuck on a problem and need fresh perspectives, or when evaluating whether approaches from field X might apply to field Y. Requires structured problem statement.
Profile →npx skills add majiayu000/claude-skill-registry --skill pov-expansion-dangeles-claude --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# POV-Expansion: Cross-Domain Perspective Generation Generate systematic cross-domain perspectives through boundary spanning research frameworks. Uses structure-mapping theory, convergence tracking, and transfer evaluation to identify analogous problems and transferable solutions. ## When to Use Use this skill when: - **Stuck on a problem** - Need fresh perspectives from outside your domain - **Evaluating analogies** - Want to assess if approach from field X applies to field Y - **Seeking breakthrough insights** - Ready for 2-3 hour deep exploration - **Have structured problem** - Can articulate problem clearly enough for abstraction ## When NOT to Use Do NOT use when: - **Exploratory browsing** - No specific problem statement (use /research-pipeline instead) - **Time-constrained** - Need answer in <1 hour (this workflow takes 2-3 hours minimum) - **Well-understood problem** - Already know the solution domain (direct research faster) - **Vague problem** - Cannot articulate problem clearly (refine first) ## Architecture **Three-tier architecture**: 1. **Orchestrator**: pov-expansion-pm (coordinates workflow, handles exceptions) 2. **Specialist Agents**: 5 new agents for abstraction,
- When to Use
- When NOT to Use
- Architecture
- Pre-flight Validation
- The 12-Stage Pipeline
- Stage 0: Archival Guidelines Review
- Stage 1: Problem Refinement
- Stage 2: Problem Abstraction
- Stage 3: Domain Classification
- Stage 4: Parallel Perspective Generation
- Stage 5: Parallel Verification
- Stage 6: Convergence Analysis
- Stage 7: Transfer Evaluation
- Stage 8: Master Synthesis
What does the pov-expansion skill do?
Use when seeking analogous solutions from other domains, when stuck on a problem and need fresh perspectives, or when evaluating whether approaches from field X might apply to field Y. Requires structured problem statement.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill pov-expansion-dangeles-claude --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.