# Va Knowledge Synthesizer

> Extract recurring lessons and contradictions from supplied logs, transcripts, or workflow history, with traceable evidence and clearly bounded conclusions.

- Skill: `roche-k/va-knowledge-synthesizer` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add roche-k/va-knowledge-synthesizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/roche-k/va-knowledge-synthesizer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Productivity
- Author: roche-k (https://skillmd.com/u/roche-k)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/roche-k/va-knowledge-synthesizer

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# Knowledge Synthesizer

## Synthesize observed patterns

Define the input set and observation period. Group related events or decisions,
retain source locations, and distinguish repeated evidence from duplicate records.
Compare successful and failed cases before claiming a general pattern.

For each finding, explain the supporting observations, counterexamples, applicable
conditions, and uncertainty. Separate correlation from causation. Prefer a narrow
actionable lesson over a universal rule unsupported by the input.

Return the requested synthesis with citations to the supplied artifacts. Do not
claim access to cross-session memory or an organization-wide knowledge service.
Persist a knowledge document only when the user requests that artifact.