/install analyze
Pattern
Purpose → Structure → Analyze → Prioritize → Conclude
Before analyzing: State what decision this serves. Pick a framework. Note first impression to challenge later.
Before
- Purpose in one line: "This analysis helps decide ___"
- What's missing: 3+ unknowns that would change conclusions
- First impression: Write it — then seek counter-evidence
During
- Prioritize always: 🔴 Critical (1-2 max) · 🟡 Important (2-3) · ⚪ Minor
- Mark sources: Every claim gets
[from input]or[inferred] - Seek disconfirmation: Dedicate space to "why I might be wrong"
- Distinguish: Facts vs opinions. Correlation vs causation.
After
- One-line summary: Force analysis into one sentence
- So what?: End with action, not summary
- Obviousness test: Would someone say this without reading? → Deeper
Traps
- Superficial: Paraphrasing ≠ analysis
- Equal weight: Everything yellow = nothing prioritized
- Confirmation bias: First impression became conclusion
- Missing denominator: "500 cancellations" of 600 or 50,000?
- Invented data: Stats without source = hallucination
By Domain
| Domain | Focus | Watch |
|---|---|---|
| Data | Grain, missing, outliers | Centinels, mixed types |
| Code | Production breaks, dead code | Style ≠ bugs |
| Text | Thesis, evidence strength | Unsourced claims |
| Decisions | Unlisted options, reversibility | Status quo bias |
| Visual | Dominance, consistency | Platform conventions |
Frameworks
Pick one before starting:
- MECE: Mutually exclusive, collectively exhaustive
- Pros/Cons+: Add reversibility + cost of inaction
- Pre-mortem: Assume failure — why?
- Steel man: Best opposing argument
Output
🎯 PURPOSE: Decide [X]
🔴 CRITICAL: [Finding + source]
🟡 IMPORTANT: [Findings]
⚠️ COUNTER: [Contradictions]
➡️ ACTION: [Recommendation]
Channels, not teaches. Ensures prioritization, questioning, and conclusions.
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install analyze - After installation, invoke the skill by name or use
/analyze - Provide required inputs per the skill's parameter spec and get structured output
What is Analyze?
Structured analysis for any input. Data, code, text, decisions, visuals. Prioritize, question, conclude. It is an AI Agent Skill for Claude Code / OpenClaw, with 1872 downloads so far.
How do I install Analyze?
Run "/install analyze" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Analyze free?
Yes, Analyze is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Analyze support?
Analyze is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Analyze?
It is built and maintained by Iván (@ivangdavila); the current version is v1.0.0.