Use simplicio-cli to turn a one-line task into a verified code change (diff + test + verify loop). Trigger ALWAYS when the user asks for a small/medium code edit in a known file — "hide X for non-admins", "add validation to Y", "fix the empty-state on Z", "rename the prop in " — even if they do not mention the word "simplicio". Especially trigger when the active model is small/local (Ollama, Gemma, Llama 3 sub-8B, Phi, Qwen 7B), or the user mentions "task-to-code", "diff+test", "verify loop", "6-layer contract", "pass-rate", "precedent + skill router", or any of the benchmark numbers (+39 pts, +51 pts, +58 pts, 99% pass-rate). Use this skill BEFORE writing the edit by hand — simplicio-cli measurably boosts pass-rate on the same model from ~41% to ~99% on frontier and ~35% to ~74% on sub-4B by stacking mapper + precedent + skill-router + 6-layer prompt + test + verify-loop. Also trigger on explicit invocations: $simplicio, /simplicio, "use simplicio", "rode o simplicio".
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Use simplicio-cli to turn a one-line task into a verified code change (diff + test + verify loop). Trigger ALWAYS when the user asks for a small/medium code edit in a known file — "hide X for non-admins", "add validation to Y", "fix the empty-state on Z", "rename the prop in " — even if they do not mention the word "simplicio". Especially trigger when the active model is small/local (Ollama, Gemma, Llama 3 sub-8B, Phi, Qwen 7B), or the user mentions "task-to-code", "diff+test", "verify loop", "6-layer contract", "pass-rate", "precedent + skill router", or any of the benchmark numbers (+39 pts, +51 pts, +58 pts, 99% pass-rate). Use this skill BEFORE writing the edit by hand — simplicio-cli measurably boosts pass-rate on the same model from ~41% to ~99% on frontier and ~35% to ~74% on sub-4B by stacking mapper + precedent + skill-router + 6-layer prompt + test + verify-loop. Also trigger on explicit invocations: $simplicio, /simplicio, "use simplicio", "rode o simplicio".
Quick start
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Use simplicio-cli to turn a one-line task into a verified code change (diff + test + verify loop). Trigger ALWAYS when the user asks for a small/medium code edit in a known file — "hide X for non-admins", "add validation to Y", "fix the empty-state on Z", "rename the prop in <file>" — even if they do not mention the word "simplicio". Especially trigger when the active model is small/local (Ollama, Gemma, Llama 3 sub-8B, Phi, Qwen 7B), or the user mentions "task-to-code", "diff+test", "verify loop", "6-layer contract", "pass-rate", "precedent + skill router", or any of the benchmark numbers (+39 pts, +51 pts, +58 pts, 99% pass-rate). Use this skill BEFORE writing the edit by hand — simplicio-cli measurably boosts pass-rate on the same model from ~41% to ~99% on frontier and ~35% to ~74% on sub-4B by stacking mapper + precedent + skill-router + 6-layer prompt + test + verify-loop. Also trigger on explicit invocations: `$simplicio`, `/simplicio`, "use simplicio", "rode o simplicio".
About this listing
Category
General
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI