Context health

SkillAI & models

Check actual session context observations; save and reassess after compaction without forcing Bye or guessing model limits.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

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 Context health skill

What this skill tells your AI

The instructions your AI receives, as published by myths-labs/muse in skills/core/context-health-check/SKILL.md and read by ahel’s review.

Use metrics exposed by the current client for the exact current session. Record observation time and limitations. Model specifications, user preferences, cached or cumulative token totals do not establish current context occupancy. A recent request input is an observation, not a prediction of remaining space.

If reliable metrics are unavailable, report UNKNOWN. Do not estimate occupancy from turn counts, source-file sizes, model names, or an old static model table.

At observed 80% pressure, save meaningful current-role/Lane deltas, reduce the next read batch, compact if the client supports it, verify the current checkpoint and continue the same work. A percentage alone never triggers full Bye, a new Lane, or a new conversation. After compaction, obtain a fresh observation; prior counts are stale. Compaction does not prove that all memory survived.

Preserve decisions, user corrections, constraints, unfinished failures, relevant evidence and the next action. The agent fills the save fields; the user need not write a template. Save at least every ten interaction rounds if changes remain unsaved. Only a legacy session without a Lane uses CRASH_CONTEXT.md; never replace another Lane's state.

Stop for an actual inability to continue, failed recovery, unresolved critical state contradictions, or an explicit user handoff request. Save confirmed facts and state what is missing. Do not represent partial recovery as a complete Bye.

Signals

GitHub stars
35
Forks
4
Last commit
Sep 2026
Advanced
Item type
skill
Key
context-health-check
Source
github.com/myths-labs/muse