Development skills

Guides developers through a human-supervised PDCA framework for AI code generation. Applies analysis, TDD, validation, and retrospection. Activates for sessions requiring systematic quality control.

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当用户因失去(或即将失去)某样东西而做出不成比例的激烈反应,或在损失后急于"扳平"、无法止损时调用。典型触发信号:沉没成本陷阱、赌徒式加注、拍卖中的非理性竞价、无法放弃已投入大量资源的失败项目。不适用于一般的投资估值(用 value-assessment)或从众行为(用 misjudgment-checklist)。

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Explores codebases to find relevant files, trace execution paths, and map architecture with team communication capabilities for collaborative analysis (converted from agent)

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Prepare and execute a Python package release with verification steps. Use for releasing Python packages.

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Synthesizes exploration findings into unified analysis with deep investigation capabilities and completeness evaluation (converted from agent)

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Reviews code implementations for correctness, security, maintainability with confidence-scored findings (converted from agent)

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Generate a markdown report documenting codebase changes from the current session -- files added, modified, deleted, and a summary of what was done. Use when asked to "document changes", "generate change report", "save changes report", "what did I change", "session report", "summarize my changes", or "write a changes report".

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Synthesizes exploration findings into unified analysis with deep investigation capabilities (shell commands, git history, dependency analysis) and completeness evaluation (converted from agent)

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Generate a markdown report documenting codebase changes from the current session — files added, modified, deleted, and a summary of what was done.

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Designs implementation blueprints for features using exploration findings and architectural best practices (converted from agent)

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Reference for dynamic programming patterns — recognition signals, constraint mapping, Python templates, edge cases, and common mistakes for 8 core DP techniques

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Produce a structured codebase analysis report with architecture overview, critical files, patterns, and actionable recommendations.

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Reference patterns for graph algorithm problems including BFS, DFS, Dijkstra, topological sort, union-find, MST, Bellman-Ford, and bipartite checking. Provides recognition signals, Python templates, edge cases, and common mistakes for each technique. Use when solving problems involving graphs, trees, shortest paths, connectivity, or dependency ordering.

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Generate a markdown report documenting codebase changes from the current session — files added, modified, deleted, and a summary of what was done. Use when asked to "document changes", "generate change report", "save changes report", "what did I change", "session report", "summarize my changes", or "write a changes report".

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Guides through creating a new OpenCode command with interactive interview, $VARIABLE configuration, and validation. Use when user says "create opencode command", "new opencode command", "build command for opencode", or wants to create an OpenCode command markdown file.

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Guides through creating a new OpenCode-compatible skill with interactive interview, best-practice enforcement, and validation. Use when user says "create opencode skill", "new opencode skill", "build skill for opencode", or wants to create an OpenCode SKILL.md file.

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Guides discovery and application of project-specific conventions including code patterns, naming, structure, and team practices. Use when exploring a codebase or implementing features to match existing patterns.

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Reference for string algorithm patterns — KMP, Z-function, Rabin-Karp, Manacher's, string hashing, suffix arrays, and Aho-Corasick. Covers recognition signals, core ideas, Python templates, edge cases, and common mistakes for each technique.

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Unified entry point for creating or updating OpenCode tools (skills, agents, commands) with dependency awareness. Orchestrates the creation of multiple related artifacts in a single session. Use when user says "create opencode tool", "new opencode tool", "oc-tool-dev", or wants to create/update an OpenCode artifact and may need supporting artifacts.

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Updates an existing OpenCode agent to match current platform best practices, fixes deprecated patterns, and validates the result. Use when user says "update opencode agent", "fix opencode agent", "migrate agent to opencode", or wants to modernize an existing OpenCode agent file.

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Prepare and execute a Python package release with verification steps. Use for releasing Python packages with uv and ruff.

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Updates an existing OpenCode skill to match current platform best practices, fixes deprecated patterns, and validates the result. Use when user says "update opencode skill", "fix opencode skill", "migrate skill to opencode", or wants to modernize an existing OpenCode SKILL.md file.

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Converts Agent Alchemy plugins into formats compatible with other AI coding platforms

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Reference for Claude Code Agent Teams — lifecycle, messaging, spawning, orchestration, and hooks

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