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simplicio-compresslisted

Cut output and memory tokens without losing meaning — terse prose levels (caveman-style) that preserve code/paths/URLs byte-for-byte, plus a one-time memory/doc compaction pass that pays back every future turn. Use when replies or worker reports are verbose, when standing context (CLAUDE.md/AGENTS.md/notes) is bloated, or when simplicio-tasks needs its output-side + input-side token discipline. Compression NEVER touches code, identifiers, or a safety confirmation.
wesleysimplicio/simplicio-loop · ★ 11 · AI & Automation · score 74
Install: claude install-skill wesleysimplicio/simplicio-loop
# simplicio-compress — output & memory token discipline Two distinct surfaces, two passes: 1. **Output-side** — compress the model's own PROSE (replies, reports, digests). 2. **Input-side** — compress STANDING context once (memory/docs), amortized across every turn. Both preserve every load-bearing token exactly. Credit: folds **caveman** (terse prose levels, byte-preserve identifiers, memory-file compaction, honest baseline) into the simplicio `transform_guard` safety spine. This is the standalone form of `simplicio-tasks`' density tiers + one-time standing-context compaction. ## Output-side: prose levels Pick the leanest level that still reads correctly; default `full`. The level applies to PROSE ONLY: | Level | Use | Effect | |---|---|---| | `lite` | human-facing PR bodies, confirmations | drop filler ("I will now", "let me", hedging); keep full sentences | | `full` | default | normal terse technical prose | | `ultra` | worker→orchestrator reports, internal digests | telegraphic fragments; articles/copulas dropped | There is NO grammar-mangling level. Terse prose is fine; mangling grammar degrades code review, confirmations, and instructions — we keep the *discipline*, not the gimmick. ## The one inviolable rule (byte-preservation) Code, commands, error strings, URLs, file paths, identifiers, version/numeric tokens stay **EXACT** — never paraphrased, reflowed, or "cleaned up". Compression rewrites the connective prose AROUND them, never them. A safety confirmation