provenance

Original：🇺🇸 English
Translated

Trace knowledge artifact lineage and sources. Find orphans, stale citations. Triggers: "where did this come from", "trace this learning", "knowledge lineage".

7installs
Sourceboshu2/agentops
Added on

NPX Install

npx skill4agent add boshu2/agentops provenance

Tags

Translated version includes tags in frontmatter
provenance-trackingknowledge-lineageartifact-managementcass-toolorphan-detection

SKILL.md Content

View Translation Comparison →

Provenance Skill

Trace knowledge artifact lineage to sources.

Execution Steps

Given 
/provenance <artifact>
:

Step 1: Read the Artifact

Tool: Read
Parameters:
  file_path: <artifact-path>
Look for provenance metadata:
  • Source references
  • Session IDs
  • Dates
  • Related artifacts

Step 2: Trace Source Chain

bash
# Check for source metadata in the file
grep -i "source\|session\|from\|extracted" <artifact-path>

# Search for related transcripts using ao
ao forge search "<artifact-name>" 2>/dev/null

Step 3: Search Session Transcripts with CASS

Use CASS to find when this artifact was discussed:
bash
# Extract artifact name for search
artifact_name=$(basename "<artifact-path>" .md)

# Search session transcripts
cass search "$artifact_name" --json --limit 5
Parse CASS results to find:
  • Sessions where artifact was created/discussed
  • Timeline of references
  • Related sessions by workspace
CASS JSON output fields:
json
{
  "hits": [{
    "title": "...",
    "source_path": "/path/to/session.jsonl",
    "created_at": 1766076237333,
    "score": 18.5,
    "agent": "claude_code"
  }]
}

Step 4: Build Lineage Chain

Transcript (source of truth)
    ↓
Forge extraction (candidate)
    ↓
Human review (promotion)
    ↓
Pattern recognition (tier-up)
    ↓
Skill creation (automation)

Step 5: Write Provenance Report

markdown
# Provenance: <artifact-name>

## Current State
- **Tier:** <0-3>
- **Created:** <date>
- **Citations:** <count>

## Source Chain
1. **Origin:** <transcript or session>
   - Line/context: <where extracted>
   - Extracted: <date>

2. **Promoted:** <tier change>
   - Reason: <why promoted>
   - Date: <when>

## Session References (from CASS)
| Date | Session | Agent | Score |
|------|---------|-------|-------|
| <date> | <session-id> | <agent> | <score> |

## Related Artifacts
- <related artifact 1>
- <related artifact 2>

Step 6: Report to User

Tell the user:
  1. Artifact lineage
  2. Original source
  3. Promotion history
  4. Session references (from CASS)
  5. Related artifacts

Finding Orphans

bash
/provenance --orphans
Find artifacts without source tracking:
bash
# Files without "Source:" or "Session:" metadata
for f in .agents/learnings/*.md; do
  grep -L "Source\|Session" "$f" 2>/dev/null
done

Finding Stale Artifacts

bash
/provenance --stale
Find artifacts where source may have changed:
bash
# Artifacts older than their sources
find .agents/ -name "*.md" -mtime +30 2>/dev/null

Key Rules

  • Every insight has a source - trace it
  • Track promotions - know why tier changed
  • Find orphans - clean up untracked knowledge
  • Maintain lineage - provenance enables trust
  • Use CASS - find when artifacts were discussed