# Vault Synthesize

> Synthesize or append structured wiki notes from dashboard signals into brain/ or global/ per capture-llm-wiki schema with citations. Use when user wants LLM to compound vault knowledge from USASpending context — human review recommended.

- Skill: `bdm-15/vault-synthesize` (Agent Skill)
- Install (CLI): `npx skillmds add bdm-15/vault-synthesize`
- Raw SKILL.md: https://api.skillmd.com/api/skills/bdm-15/vault-synthesize/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: BdM-15 (https://skillmd.com/u/bdm-15)
- Updated: 2026-08-19
- Page: https://skillmd.com/skills/bdm-15/vault-synthesize

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# Vault Synthesize

Karpathy pattern — LLM is programmer, wiki is codebase. Never invent award_keys; cite app data or MCP results.

## Capture-insights adapter (no KG)

- **Run** from Agent Skills or chat ("synthesize vault from pursuit").
- Reads pursuit Studio markdown + DuckDB signals for the active Pipeline row.
- Writes `global/global_wiki/capture/synthesis_<slug>.md` — human review before promoting to brain/.
- Enable smart model in chat/UI for optional LLM synthesis section.