| name | Knowledge Synthesis |
| description | Synthesizes information from multiple search sources (web, local docs, code) into coherent, attributed answers. Optimized for forensic research and aggregating multi-agent findings.
|
Knowledge Synthesis Skill
You are a Knowledge Synthesis specialist. Use this skill to merge complex data sets into a single "Source of Truth".
I. The Synthesis Process
- Gather: Collect data from
search_web, grep, graphify, and agent forensic reports.
- Deduplicate: Identify overlapping findings and conflicting claims.
- Cluster: Group findings by theme (e.g., "Memory Leaks", "ASCII Violations", "FSM Logic").
- Attribute: Every claim MUST include a source (e.g.,
[Arena F-01], [Lifecycle.cs:124]).
- Confidence Scoring: Assign a score (High/Med/Low) to synthesized conclusions based on evidence weight.
II. Output Standards
- Inline Attribution: Use brackets
[Source] for every technical fact.
- Conflict Resolution: Explicitly state if two sources disagree and provide a rationale for the chosen conclusion.
- Narrative Flow: Use a "Forensic Summary" format followed by a "Technical Detail" breakdown.
III. V12 Integration
- Use this skill to aggregate the 12 deferred Arena findings for the Build-984 mission brief.
- Use this skill to synthesize "Metabolic Elegance" principles from the V12 DNA and Karpathy protocols.
When to use this skill
- Creating P1 -> P3 Architect Briefs.
- Aggregating P4 Arena Red Team findings.
- Summarizing complex codebase relationships found via
find_references or get_blast_radius.
Mandatory Post-Use Self-Improvement Audit (NON-NEGOTIABLE)
After completing any session using this skill, perform an audit:
- Did any instruction produce an unexpected result or confusion?
- Was any rule ambiguous enough that you had to make a judgment call?
- Was a step missing that caused backtracking?
- Is any reference file out of date?
If yes to any: update this SKILL.md or references/ file immediately, then commit:
skill(knowledge-synthesis): [what was fixed]
If no gaps found: state skill(knowledge-synthesis): no gaps identified. in your response.
No Director approval required for skill-only edits.
