Agent skill

attribute

Establish cause-effect relationships between events or states. Use when analyzing root causes, mapping dependencies, tracing effects, or building causal models.

majiayu000github.com/majiayu000GitHub ↗
claude-coderead-onlyMIT
Install
npx skills add majiayu000/claude-skill-registry --skill attribute --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 8 KB
Bundled scripts: none
Allowed tools: ReadGrep
Path: skills/analysis/attribute/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

## Intent Establish causal relationships between observed effects and potential causes. This capability supports root cause analysis, dependency mapping, and causal reasoning for planning and debugging. **Success criteria:** - Causes identified for observed effects - Causal strength estimated for each relationship - Causal mechanism explained - Alternative causes considered and ruled out **Compatible schemas:** - `schemas/output_schema.yaml` ## Inputs | Parameter | Required | Type | Description | |-----------|----------|------|-------------| | `effect` | Yes | any | The observed effect to attribute | | `candidates` | No | array | Potential causes to evaluate | | `context` | No | object | Situational context for attribution | | `depth` | No | string | Analysis depth: immediate, chain, comprehensive | ## Procedure 1) **Characterize the effect**: Understand what needs to be explained - Document the observed effect precisely - Note timing and circumstances - Identify what changed 2) **Identify candidate causes**: Generate list of potential causes - Use provided candidates if available - Generate additional candidates from context - Consider proximate and distal causes 3) **Evaluate cau

What's inside
Steps it walks through
  1. Intent
  2. Inputs
  3. Procedure
  4. Output Contract
  5. Field Definitions
  6. Examples
  7. Example 1: Attribute Performance Degradation
  8. Example 2: Attribute Test Failure
  9. Verification
  10. Safety Constraints
  11. Composition Patterns
Ships with 1 file
  • metadata.json
More from claude-skill-registry
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About this skill
What does the attribute skill do?

Establish cause-effect relationships between events or states. Use when analyzing root causes, mapping dependencies, tracing effects, or building causal models.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill attribute --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.

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