{"slug":"bilal140202-semantic-compression","source_name":"bilal140202/semantic-compression","name":"Bilal140202/Semantic Compression","description":"Aggressively remove grammatical scaffolding LLMs reconstruct while preserving meaning-carrying content. Output may be fragments. Use when compressing text for prompts, reducing token count, preparing context for LLM input, or making documentation more token-efficient. Applies LLM-aware compression rules that delete predictable grammar while preserving semantics.","version":1,"lift":{"pass_rate_delta_pts":17.39,"pass_rate_pct":52.2,"total_cases":23,"passed_cases":12,"tokens_delta_pct":113.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T00:59:10.388563+00:00"},"skill_score":0.5217,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":17.39,"with_pass_pct":52.2,"without_pass_pct":34.8,"tokens_delta_pct":113.3,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-08T00:59:10.388563+00:00","run_id":"dcfa6c9e-6f59-4c8a-b269-dcbe4c83729d","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"e8b2fdd3cd974b343d66165b2202acad151d801d0ca5c87983278ca0bd426995","raw_url":"https://app.decimal.ai/s/bilal140202-semantic-compression/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/bilal140202-semantic-compression"}