AI-optimized browser automation CLI with context-efficient snapshots. Use for long autonomous sessions, self-verifying workflows, video recording, and cloud browser testing (Browserbase).
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Apply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification, adaptive planning, problem decomposition, course correction.
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Output style: Follow
process/development-protocols/communication-standards.md— answer-first, plain language, no unexplained jargon, TL;DR on long responses.
Structured problem-solving via manageable, reflective thought sequences with dynamic adjustment.
Thought 1/5: [Initial analysis]
Adjust dynamically as understanding evolves.
Thought 5/8 [REVISION of Thought 2]: [Corrected understanding]
- Original: [What was stated]
- Why revised: [New insight]
- Impact: [What changes]
Thought 4/7 [BRANCH A from Thought 2]: [Approach A]
Thought 4/7 [BRANCH B from Thought 2]: [Approach B]
Compare explicitly, converge with decision rationale.
Thought 6/9 [HYPOTHESIS]: [Proposed solution]
Thought 7/9 [VERIFICATION]: [Test results]
Iterate until hypothesis verified.
Mark final: Thought N/N [FINAL]
Complete when:
Explicit: Use visible thought markers when complexity warrants visible reasoning or user requests breakdown.
Implicit: Apply methodology internally for routine problem-solving where thinking aids accuracy without cluttering response.
Optional scripts for deterministic validation/tracking:
scripts/process-thought.js - Validate & track thoughts with historyscripts/format-thought.js - Format for display (box/markdown/simple)See README.md for usage examples. Use when validation/persistence needed; otherwise apply methodology directly.
Load when deeper understanding needed:
references/core-patterns.md - Revision & branching patternsreferences/examples-api.md - API design examplereferences/examples-debug.md - Debugging examplereferences/examples-architecture.md - Architecture decision examplereferences/advanced-techniques.md - Spiral refinement, hypothesis testing, convergencereferences/advanced-strategies.md - Uncertainty, revision cascades, meta-thinking아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
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AI-optimized browser automation CLI with context-efficient snapshots. Use for long autonomous sessions, self-verifying workflows, video recording, and cloud browser testing (Browserbase).
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Evaluate 4 execution strategies (sequential, parallel-subagents, workflow, agent-team) for a phase or fan-out task. Outputs 7-signal score table, agent count math, cost guards, and strategy recommendation.
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Audit project context routing, shared-skill discoverability, and Claude/Codex wiring. Use when context docs or skill surfaces move, split, or drift.
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Audit active project plan files for staleness, completion, and routing truth. Use when cleaning up plans, reconciling active work, or archiving completed artifacts.
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Audit agent harness health: Claude/Codex agent parity, skill registry consistency, README.md sync, and protocol file wiring. Use when agents, skills, README.md, or development-protocol files move, split, or drift.
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Emit and validate the provisional goal block for Autopilot Mode. Owns the 9-field format and resume detection from a pasted goal block.
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