Vault Token Optimizer

SkillDocs & knowledge

Optimize any Markdown or Obsidian vault for Claude Code by analyzing structure first, generating manifests, routing work to CLI/MCP/cache/delta, and minimizing token use. Use when working on vault audits, vault migrations, Obsidian cleanup, TricorderKit, MangaTracker, or large Markdown repositories.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Vault Token Optimizer skill

What this skill tells your AI

The instructions your AI receives, as published by geekfamilycorp/tricorderkit in .claude/skills/vault-token-optimizer/SKILL.md and read by ahel’s review.

Core rule

Do not read the whole vault. Generate or read the manifest first.

Protocol

  1. Check .tricorderkit/index/manifest.jsonl.
  2. If missing, run the analyzer and manifest scripts.
  3. Read initial_analysis.md.
  4. Generate or read router.generated.json.
  5. Decide route: direct read, Grep, CLI, cache/delta, or MCP.
  6. Create a dry-run before modifying.
  7. Audit after modification.

Supporting files

  • TOKEN_BUDGET.md
  • ROUTER_CLI_MCP.md
  • VAULT_ADAPTATION_PROTOCOL.md

Signals

GitHub stars
30
Forks
1
Last commit
Aug 2026
Advanced
Item type
skill
Key
vault-token-optimizer
Source
github.com/geekfamilycorp/tricorderkit