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name: evidence-extraction
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description: Extract structured evidence from documents with traceability, quotations, and confidence markers
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license: MIT
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compatibility: opencode
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metadata:
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audience: analysts
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workflow: research
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stage: extraction
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---
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## What I do
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- Read documents and extract evidence relevant to a defined research question
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- Separate direct evidence from interpretation
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- Capture exact quotations or precise paraphrases
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- Record document references for every extracted item
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- Structure findings so they can be audited and synthesized later
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- Mark uncertain or ambiguous findings for review
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## When to use me
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Use this after the research task has been scoped and prioritized.
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Examples:
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- You need requirements, decisions, obligations, controls, or action items extracted from documents
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- You need a traceable evidence table
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- You need to compare what multiple documents say about the same issue
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- You need defensible notes before writing a summary or conclusion
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## Inputs I expect
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Provide:
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- The research objective or sub-question
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- One or more documents or excerpts
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- Optional triage output from `document-triage`
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- Optional extraction schema if the project already has one
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## Core extraction rules
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For every finding, preserve:
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- Finding ID
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- Topic or theme
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- Evidence type
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- Source document
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- Section, heading, page, or paragraph reference if available
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- Extracted text
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- Short analyst note
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- Confidence level
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- Review flag where needed
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Evidence types may include:
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- Requirement
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- Decision
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- Risk
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- Assumption
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- Responsibility
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- Constraint
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- Definition
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- Date or milestone
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- Dependency
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- Open issue
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## Workflow
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1. Read the objective and extraction criteria
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2. Scan the document for relevant passages
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3. Extract only evidence tied to the research question
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4. Distinguish:
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- Direct statement
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- Implied interpretation
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- Missing information
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5. Attach traceable references for each item
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6. Normalize wording without losing meaning
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7. Flag ambiguity, contradiction, or incomplete support
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## Output format
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Use a structured table like this:
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| # | Topic | Evidence Type | Description | Document Reference | Extracted Evidence | Analyst Note | Confidence | Review Needed |
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|---|---|----|-----------|-----|--------------------|------|----|---------|------|---------|-------|
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Where:
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- **Description** is concise and factual
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- **Document Reference** is precise enough to locate the source again
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- **Extracted Evidence** is a quote or faithful paraphrase
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- **Analyst Note** explains relevance without overstating certainty
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- **Confidence** is one of: High, Medium, Low
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- **Review Needed** is `Yes` when ambiguity remains
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## Comparison mode
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If multiple documents cover the same topic, add a second table:
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| Topic | Source A | Source B | Agreement | Conflict | Notes |
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|------|----------|----------|----------|----------|----|
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Use this to identify contradictions, differences in wording, or missing alignment.
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## Quality bar
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- Every claim must be traceable to a source
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- Keep extraction atomic: one row per distinct finding
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- Preserve important qualifiers such as "must", "should", "may", "unless", and exceptions
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- Mark uncertainty explicitly instead of smoothing it over
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- Prefer exact citations over memory-based summaries
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## Do not
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- Do not write the final conclusion here
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- Do not collapse multiple findings into one vague row
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- Do not omit document references
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- Do not present interpretation as if it were a quote
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- Do not silently resolve contradictions
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## Hand-off to companion skills
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After this skill, use:
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- `research-synthesis` to turn extracted evidence into a conclusion, report, briefing, matrix, or recommendation
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