context-checkup
SolidAudit what auto-loads into an agent session's context window and suggest lean, reversible fixes to cut startup tokens.
AI & Automation 26 stars
3 forks Updated today MIT
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# Context checkup
Find what loads **automatically** into the session's context at startup, quantify it, and propose
**reversible** trims ranked by payoff — shrink the startup context window by cutting what isn't
worth its tokens. Read-only — measure and recommend; change settings only on explicit approval.
## Mental model (spend attention top-down)
Cost hierarchy, biggest first:
1. **MCP tool schemas** — large, but **deferred** by tool search. Only a problem if tool search is
OFF.
2. **Always-on text** — CLAUDE.md/AGENTS.md chain, `@imports`, and **skill/agent/command
descriptions** (every available one's description loads every session).
3. **MCP server instructions** — load per enabled server at startup; a chatty preamble can dwarf its
tool names.
4. **MCP tool names** — ~10 tokens each. Cheap; 30 names ≈ 300 tokens isn't worth a recommendation.
Rules: **measure, never guess** — `wc`/count, then attach a rough token figure to each finding.
**Rank by tokens-saved × reversibility.** Distinguish **auto-loaded** from **lazy-linked** (nested
AGENTS.md referenced from a parent are *not* loaded — don't flag them).
Tool-name counts, the skills/agents/commands lists, and tool-search status come from the **session's
system-reminders**, not disk — read them from your own context.
## Checklist
**0. Verify tool search is on first.** If `ENABLE_TOOL_SEARCH` is disabled, MCP schemas load eagerly
and every "names are cheap" conclusion flips. Check this before anything else....
Details
- Author
- eai-org
- Repository
- eai-org/agent-toolkit
- Created
- 2 months ago
- Last Updated
- today
- Language
- Shell
- License
- MIT
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