analyze
Universal multi-perspective analyzer for any topic, file, idea, or decision. Extract key points, find gaps/risks, identify improvements with actionable plans.
npx skills add majiayu000/claude-skill-registry --skill analyze-bntvllnt-agent-skills --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.
What it does
The skill acts as an analyzer that can process any topic, file, idea, or decision to extract key points, identify gaps and risks, and propose improvements with actionable plans. It supports different analysis modes (Quick, Standard, Deep) and can run multiple perspectives in parallel to produce a synthesized output and a roadmap.
How it works
- Triggers include: "analyze", "key points", "what's important", "improve this", "review", "examine", "assess", "analysis", "deep analysis", "run deep analysis", "brief", "challenge assumptions", "first principles".
- Modes: Quick (Key Points + Actions), Standard (Multi-Perspective + Roadmap), Deep (Full Synthesis + Detailed Plan).
- Execution flow: detect mode, auto-detect domain, load content, select 4-6 perspectives for Standard or 6-10 for Deep, launch perspectives in parallel, each answers a set of questions, then synthesize findings and generate an actionable roadmap.
- Output formats include Quick, Standard, and Deep variants with structured sections such as Verified Facts, Key Points, Gaps, Risks, Improvements, and Roadmap.
- Thinking framework prescribes multi-step reasoning with a ToT approach for Standard/Deep, and CoT for Quick, plus a structured plan: THINK → CHECKLIST → PLAN → EXECUTE → VALIDATE → LEARN.
When to use it
- When you need KEY POINTS from content.
- When multi-perspective gap/risk analysis is desired (4-10 experts).
- When you want improvements with actionable plans.
- When a quick summary or deep analysis is needed.
- When a first-principles brief that challenges assumptions is required.
What it can touch
- Tools: claude-code (as declared in the skill). It launches parallel perspectives and aggregates outputs to form synthesis and roadmaps.
Caveats
- The skill’s scope is defined by its internal prompts and the number of perspectives configured per mode (4-6 for Standard, 6-10 for Deep). Results depend on the quality and relevance of the selected perspectives and content provided.
- No outcomes are promised beyond the stated deliverables (key points, gaps, risks, actionable plans, and roadmaps).
# Universal Analyzer **A standalone skill for multi-perspective analysis of any topic, file, idea, or decision.** Use when: - Need to extract KEY POINTS from anything - Want multi-perspective gap/risk analysis (4-10 experts) - Need improvement opportunities with actionable plans - Want quick summary OR deep analysis mode - Need first-principles brief that challenges assumptions Triggers: "analyze", "key points", "what's important", "improve this", "review", "examine", "assess", "analysis", "deep analysis", "run deep analysis", "brief", "challenge assumptions", "first principles" --- ## Table of Contents 1. [Quick Start](#quick-start) 2. [Analysis Modes](#analysis-modes) 3. [Execution Flow](#execution-flow) 4. [Output Formats](#output-formats) 5. [Perspectives Library](#perspectives-library) 6. [Thinking Framework](#thinking-framework) 7. [First-Principles Analysis](#first-principles-analysis) 8. [Examples](#examples) --- ## Quick Start ```bash # Quick analysis (fast key points) analyze quick "our pricing strategy" analyze brief src/api/auth.ts # Standard analysis (default) analyze "SaaS product for developers" analyze "should I accept this job offer" analyze package.json # Deep ana
- Table of Contents
- Quick Start
- Analysis Modes
- Execution Flow
- Phase 0: Detection
- Phase 1: Context Gathering
- Phase 2: Analysis
- Phase 3: Synthesis
- Output Formats
- Quick Mode
- Standard Mode
- Deep Mode
- Perspectives Library
- Domain Detection
Quick analysis (fast key points) analyze quick "our pricing strategy" analyze brief src/api/auth.ts Standard analysis (default) analyze "SaaS product for developers" analyze "should I accept this job offer" analyze package.json Deep analysis (comprehensive) analyze deep "company rebrand strategy" analyze thorough "migration to microservices"
What does the analyze skill do?
Universal multi-perspective analyzer for any topic, file, idea, or decision. Extract key points, find gaps/risks, identify improvements with actionable plans.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill analyze-bntvllnt-agent-skills --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.