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Organize accumulated planning folders by archiving phase directories from completed milestones. Review a preview of the proposed moves, then confirm to place those directories in a versioned milestone archive.
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Build a paid advertising plan around business goals and financial constraints. Define channels, campaigns, audiences, budgets, creative, tracking, and experiments, then organize the work into phases with owners, success measures, and conditions for stopping or reversing changes.
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Design, implement, tune, and test action combat for web games with clear attack and defense timing. Define reliable hit outcomes, give defensive moves distinct purposes, and verify that visual feedback matches combat results in repeatable scenarios.
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Build and tune enemy behavior for action games, including targeting, movement, attacks, retreats, and boss phases. Organize decisions into explicit states, make attacks readable to players, and check behavior with repeatable tests and browser encounters.
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Trace how AI tooling developed in a Git repository by identifying configuration file origins, monthly commit activity, major changes, and relevant releases. Produce a Markdown report that explains adoption phases and turning points using Git evidence.
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Get reminders to compact conversation context, meaning summarize it for continued work, during long Claude Code sessions. A tool-call counter prompts consideration of manual compaction, with guidance on choosing useful breaks between task phases.
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[omh] Decided cross-module refactor to phase: refactor planning - turn a decided boundary-changing refactor into a phased plan - reconnaissance, contracts-first phase order, per-phase verification and rollback, a files table, and an explicit approval gate before any edit. Use when the user says: refactor-plan, refactor plan, plan this refactor, plan the refactor, refactor planning, refactor phases, phased refactor, refactor in phases.
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Use when a milestone audit reported gaps and you want the fix phases created in one pass. Reads MILESTONE-AUDIT.md, groups gaps into phases, adds them to ROADMAP.md and offers to plan each one.
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Use when .planning/phases/ has accumulated directories from completed milestones. Shows a dry-run of what moves to .planning/milestones/v{X.Y}-phases/ and archives only after confirmation.
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Use when designing space missions, computing launch windows, optimizing trajectories, analyzing payload constraints, or planning mission phases and contingencies. Use when "mission design, launch window, trajectory optimization, mission timeline, mass budget, propellant budget, mission phases, porkchop plot, C3, gravity assist, low thrust, mission architecture, LEO, GEO, interplanetary, " mentioned.
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Writes implementation plans before coding: phases, plan files, specs, definition of done. Use when planning a multi-step feature or breaking a large refactor into phases.
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Audit a skill by running a paired probe — the same task once with the skill loaded and once without — segment both traces into goal-directed phases, align phases, and emit a SIP report (surface anchoring, template copy, excess planning, task recovery, off-task artifact). Use whenever a skill is created, modified, or proposed for retirement. Pass-rate is BLIND to most skill effects: CTA (arxiv 2605.11946v1) shows a single skill can produce 522 measurable behavioural changes across 49 tasks while pass-rate moves only +0.3%. Triggers: "audit this skill", "is this skill helping", "retire skill", "before shipping skill", "behavioural impact of skill X", or any skill review event.
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6-phase multi-agent pipeline with approval gates. Orchestrates Plan→Design→Implement→Review→Test→Deploy phases with explicit entry/exit criteria, phase-level agent assignment, and human-in-the-loop approval checkpoints.
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将尚未实现的新功能从调研、规划推进到测试先行的开发、审查和提交。各阶段交由对应的ECC智能体负责，并在计划批准和提交前暂停确认。
为市场、竞争对手、消费者或财务调研设计章节、所需数据和图表计划，再将已收集的信息整理为包含对比、来源及战略启示的报告，并明确标注缺失数据。
将已实现的功能与规格逐项核对，开展代码审查、补充测试并验证性能。整理需求、代码和测试的对应表及文档，检查部署前的准备情况。
根据已确认的规格编写伪代码，设计模块职责、依赖关系及API输入输出；经用户确认后，继续按设计实现代码并编写单元测试。
将成功任务中的步骤和经验保存为学习模式，并整合到长期存储中。支持按领域追加学习、分别检查不同存储位置的学习结果，以及压缩已保存数据。
Start AI Engineering from Scratch with a brief interview and placement quiz. Create a persistent LEARNING.md study plan recording your goals, starting phase, pace, and learning path for later sessions with the learn skill.
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Build and review HyperFrames animations using motion recipes, scene templates, and transitions. Find guidance for seven animation runtimes, including GSAP and Three.js, and inspect existing scenes for timing gaps and inconsistent motion.
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Organize API documentation work from endpoint discovery to OpenAPI specifications, developer guides, and tested code examples. The workflow also covers interactive documentation, documentation sites, and maintenance, helping select the phases and supporting skills needed for a task.
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Plan AI application development by selecting relevant phases and companion skills. The workflow covers language model integration, retrieval from documents, agents, machine learning pipelines, monitoring, and security, with prompts and quality checklists.
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Assess a new or existing AI project by examining its code, goals, and constraints. Recommend skills confirmed to exist in the available registry, then outline tasks and implementation phases with dependencies, completion criteria, and checks.
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Plan enterprise customer onboarding from contract handoff through rollout and continued use. Provides four phases, readiness checklists, ownership checks, and adoption measures to address stalled communication, weak pilot usage, and declining engagement after launch.
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