ClawHub

Analyze

v1.0.0

Structured analysis for any input. Data, code, text, decisions, visuals. Prioritize, question, conclude.

⭐ 3· 1.9k·6 current·6 all-time
byIván@ivangdavila

Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for ivangdavila/analyze.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "Analyze" (ivangdavila/analyze) from ClawHub.
Skill page: https://clawhub.ai/ivangdavila/analyze
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install analyze

ClawHub CLI

Package manager switcher

npx clawhub@latest install analyze
Security Scan
VirusTotalVirusTotal
Benign
View report →
OpenClawOpenClaw
Benign
high confidence
✓
Purpose & Capability
Name and description describe a generic analysis helper; SKILL.md contains only procedural guidance for analysis (pick framework, list unknowns, prioritize, conclude). There are no unrelated requirements (no cloud creds, no binaries) that would be inconsistent with the stated purpose.
✓
Instruction Scope
Runtime instructions are limited to how the agent should structure its reasoning (purpose, missing data, priorities, counter-evidence, outputs). The instructions do not tell the agent to read system files, access environment variables, call external endpoints, or collect unrelated data.
✓
Install Mechanism
No install spec and no code files — instruction-only. That minimizes disk writes and executable installs and is proportionate for a guidance-style skill.
✓
Credentials
The skill declares no required environment variables, credentials, or config paths. There is nothing requesting secrets or unrelated service access.
✓
Persistence & Privilege
always is false and the skill does not request persistent presence or modifications to other skills or system settings. Autonomous invocation is allowed by default but is not combined with elevated privileges here.
Assessment
This is a low-risk, instruction-only skill that simply prescribes an analysis workflow. Before installing, confirm your agent platform's runtime policy: verify whether skills can access files, network, or tools outside their instructions (the skill itself doesn't request such access). Try it first with non-sensitive example inputs and review agent logs to ensure it behaves as expected. If you expect the skill to operate on private data, validate the hosting environment's data handling and logging settings.

Like a lobster shell, security has layers — review code before you run it.

latestvk97ced0h6p5244a8bgnbq858p580zhs7
1.9kdownloads
3stars
1versions
Updated 2mo ago
v1.0.0
MIT-0
Iván@ivangdavila
latest
Download

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

DomainFocusWatch
DataGrain, missing, outliersCentinels, mixed types
CodeProduction breaks, dead codeStyle ≠ bugs
TextThesis, evidence strengthUnsourced claims
DecisionsUnlisted options, reversibilityStatus quo bias
VisualDominance, consistencyPlatform 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.

Comments

Loading comments...