# Rapid Idea Generator

> Quickly generate and triage research ideas with constraint clarity and confidence ceilings.

- Skill: `majiayu000/rapid-idea-generator` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add majiayu000/rapid-idea-generator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/rapid-idea-generator/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/rapid-idea-generator

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## STANDARD OPERATING PROCEDURE

### Purpose
- Produce a set of research ideas aligned to constraints and evaluation criteria.
- Apply prompt-architect constraint extraction and explicit ceilings to each idea.
- Keep structure-first artifacts for reuse and follow-up.

### Trigger Conditions
- **Positive:** brainstorming research directions, generating project briefs, seeding backlogs.
- **Negative:** detailed execution planning (use `interactive-planner`) or prompt-only refinement.

### Guardrails
- HARD / SOFT / INFERRED constraints (domains, data access, compute, timelines) captured upfront.
- Two-pass loop: initial ideation breadth → filter/refine with feasibility and evidence.
- Confidence ceilings for feasibility/impact claims; do not oversell speculation.

### Inputs
- Goal statement and evaluation criteria (impact, novelty, feasibility).
- Constraints and exclusions.
- Timebox and output format.

### Workflow
1. **Frame & Constraints**: Record goals and constraint buckets; confirm INFERRED items.
2. **Generate Broad Set**: Produce diverse ideas respecting HARD constraints.
3. **Refine & Score**: Apply feasibility/impact/novelty scores with rationale and ceilings.
4. **Select & Next Steps**: Recommend top options with immediate actions and risks.
5. **Store Artifacts**: Save idea list and scoring for reuse; update examples/references if patterns emerge.

### Validation & Quality Gates
- Ideas respect HARD constraints; SOFT preferences reflected.
- Rationale and confidence ceilings provided for scores.
- Top picks include next steps and risks.

### Response Template
```
**Constraints**
- HARD / SOFT / INFERRED.

**Ideas (scorecards)**
- Idea → impact/feasibility/novelty + rationale + confidence ceiling.

**Top Picks & Next Steps**
- ...

Confidence: 0.77 (ceiling: inference 0.70) - based on structured generation and scoring.
```

Confidence: 0.77 (ceiling: inference 0.70) - reflects ideation validated against constraints.