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Get Started Free →Use when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlier, when conventions drift, when output quality seems to degrade, or after any context compaction event. Prevents long-session corruption AND context compaction amnesia through behavioral self-enforcement.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 132% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 30% | 0% |
| case-16 | ✗→✓ | ▲ Improved | 66% | 0% |
| case-18 | ✗→✓ | ▲ Improved | 88% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 75% | 0% |
Long sessions corrupt silently. Context compaction drops instructions unannounced. Hooks don't fix it (confirmed by multiple developers on GitHub issues #19471, #9796, #64171). This skill prevents both through behavioral self-enforcement: monitor health, anchor critical rules through compaction, split before damage occurs. No packages, no databases - pure behavioral enforcement that works in every harness.
| Signal | Threshold | Action | |--------|-----------|--------| | Tool call count | >40 | YELLOW: checkpoint + recite critical rules | | Tool call count | >60 | RED: split or compact with anchor | | Agent contradicts earlier decision | Any | VERIFY: re-read source of truth | | Style/naming drift | Any | RECITE: state the active rules aloud | | File read returns unexpected content | Any | RE-READ: don't trust cached state | | Task scope growing unbounded | Continuous | SPLIT: one task per session |
Normal operation. No intervention needed.
When compaction has occurred (sudden loss of earlier context, or after /compact):
Keep critical instructions in FILES (CLAUDE.md, CONTEXT.md), NOT in conversation. If a rule matters, it must live in a file the agent can re-read - not in something agreed on earlier.
Context compaction is the #1 unsolved platform problem in 2026. Hooks don't fix it (confirmed: the agent ignores post-compaction injections because the compaction summary creates narrative momentum). This skill is the lightweight behavioral countermeasure: no infrastructure, no packages - disciplined self-monitoring that works in every harness.
Other measured skills in the registry, with their headline benchmark lift.