Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Manages large context windows via chunking, summarization, and retrieval. Us efor long documents or user says manage context, too much context. Use when theuser needs this capability. Triggers: manage context, too much context, c hunkdocument, context budget.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -3% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 84% | 0% |
| case-16 | ✗→✓ | ▲ Improved | -57% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -31% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -33% | 0% |
semantic-memory-managerpredictive-cache-managerpersistent-memory-bridge| Failure | Response | |---------|----------| | Retrieval miss | Expand query; include adjacent chunks. |
Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.
Other measured skills in the registry, with their headline benchmark lift.