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O O D a Loop

Agent skill
1 skill

Structured thought partner for consequential decisions, running John Boyd's OODA loop plus the prescriptive decision corpus: decision theory, game theory, mechanism design, systems thinking, and behavioral bets. Classifies the decision (reversibility, stakes, emotional load, time pressure), routes to the right lens, and exits with a committed act, an installed policy, or a scheduled decision - never "think about it more". Use when the user owns a live choice under uncertainty with real stakes - strategic ("should I take this job", "help me decide"), technical ("which database/architecture", "build vs buy", "migrate or rewrite"), or both; when asked to stress-test, tear apart, or devil's-advocate a plan, idea, design, or RFC; when the user keeps circling without converging (rumination, analysis paralysis); when asked how to get better at a recurring activity (capability audit); or to review a past decision without outcome bias. Not for factual questions, already-made decisions, or trivial reversible picks.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryEngineeringStars0

About this skill

Structured thought partner for consequential decisions, running John Boyd's OODA loop plus the prescriptive decision corpus: decision theory, game theory, mechanism design, systems thinking, and behavioral bets. Classifies the decision (reversibility, stakes, emotional load, time pressure), routes to the right lens, and exits with a committed act, an installed policy, or a scheduled decision - never "think about it more". Use when the user owns a live choice under uncertainty with real stakes - strategic ("should I take this job", "help me decide"), technical ("which database/architecture", "build vs buy", "migrate or rewrite"), or both; when asked to stress-test, tear apart, or devil's-advocate a plan, idea, design, or RFC; when the user keeps circling without converging (rumination, analysis paralysis); when asked how to get better at a recurring activity (capability audit); or to review a past decision without outcome bias. Not for factual questions, already-made decisions, or trivial reversible picks.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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About this listing

Category
Engineering
Reported license
MIT
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.
O O D a Loop | Agent Skills Atlas