← ClaudeAtlas

liquid-cat-physicslisted

Autonomous deep-work agent loop for driving projects forward. Each invocation: reads project state, applies critical expert thinking, executes one focused unit of work, persists to notebook + PROJECT_STATE.md. Sets up /loop cron on first run (default 10m). Three-tier confidence gate (GREEN/YELLOW/RED) blocks action when human input is needed. Invoke ONLY via /liquid-cat-physics or 'lcp' — do NOT trigger on 'autonomous build' or 'deep work loop'.
catcatcatstudio/cat-skills · ★ 2 · Code & Development · score 76
Install: claude install-skill catcatcatstudio/cat-skills
# Liquid Cat Physics Autonomous deep-work engine. One command to start, then walk away. ## How it works Type `/liquid-cat-physics` and the skill runs a pre-flight readiness check (once), sets up a recurring cron loop, and keeps going autonomously every 10 minutes. Each iteration cycle: ``` ORIENT → Read state, know where you are (fast read) THINK → Expert assessment, decide next action (subagent) GATE → GREEN/YELLOW/RED confidence check (decide) ACT → Execute ONE unit of work (main context) PERSIST → Update PROJECT_STATE.md + selective notes (always) ``` State lives on disk, not in conversation. Context compaction can't erase it. Reference files (read on demand, NOT every iteration): - `references/confidence-gate.md` — re-read when GATE decision is uncertain - `references/anti-thrashing.md` — re-read when a failure occurs or failure_log is non-empty - `references/elevate-lens.md` — re-read in THINK phase (what to work on) - `references/prodev-standard.md` — re-read in THINK + ACT phases (how to execute) - `references/browser-verification.md` — re-read when doing visual/UI work --- ## When NOT to use this skill - No project structure (no git repo, no CLAUDE.md, no clear goals) — set those up first - One-off task or quick fix — just do it directly - Project requires continuous human design decisions — use /architect instead --- ## Invocation | Input | Action | |-------|--------| | `/liquid-cat-physics` | Start the l