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Compress a prompt without weakening contracts, gates, or output schemas. Use when token budget is tight.
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Based on SOC occupation classification
Crafting Kit architectural decision records covering risk gates, execution as a first class stage, no assumption execution, and tool permission enforcement. Use when you need the rationale behind a contract or boundary.
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Audit API contract compatibility, deprecation strategy, and version migration. Use when planning a contract change.
Answer specific repository questions with cited paths and excerpts. Use when the user asks where something is, how it works, or what depends on it.
Compare the project to competitors using source evidence and allowed research. Use when preparing positioning, market readiness, or product narrative.
Assess database migration reversibility, idempotency, transactional safety, and destructive-change risk. Use before applying or shipping a migration.
| name | prompt-compression |
| description | Compress a prompt without weakening contracts, gates, or output schemas. Use when token budget is tight. |
Identify removable redundancy. Preserve gates, schemas, and edge cases. Show before-and-after token estimate.
Primary prompts:
prompts/92_prompt_compression_without_weakening.md