Senior Project Manager for Software, SaaS, and digital web/mobile applications. Use for strategic planning, portfolio management, stakeholder alignment, risk management, roadmap development, budget oversight, cross-functional team leadership, and executive reporting for software products.
Systematic problem-solving techniques for stuck-ness. Techniques: simplification cascade (complexity spirals), collision-zone thinking (innovation blocks), meta-pattern recognition (recurring issues), inversion exercise (assumption constraints), scale game (uncertainty). Actions: simplify, analyze, recognize patterns, invert assumptions, scale thinking. Keywords: problem solving, complexity spiral, innovation block, stuck, simplification, meta-pattern, assumption inversion, scale uncertainty, breakthrough thinking, root cause, systematic analysis, Microsoft Amplifier, debugging approach, creative solution. Use when: complexity spiraling, hitting innovation blocks, seeing recurring patterns, constrained by assumptions, uncertain about scale, generally stuck on problems.
Guide for MUSUBIX SDD (Specification-Driven Development) workflow. Use this when asked to develop features using MUSUBIX methodology, create requirements, designs, or implement code following the 9 constitutional articles.
Technical research methodology with YAGNI/KISS/DRY principles. Phases: scope definition, information gathering, analysis, synthesis, recommendation. Capabilities: technology evaluation, architecture analysis, best practices research, trade-off assessment, solution design. Actions: research, analyze, evaluate, compare, recommend technical solutions. Keywords: research, technology evaluation, best practices, architecture analysis, trade-offs, scalability, security, maintainability, YAGNI, KISS, DRY, technical analysis, solution design, competitive analysis, feasibility study. Use when: researching technologies, evaluating architectures, analyzing best practices, comparing solutions, assessing technical trade-offs, planning scalable/secure systems.
Complete all tasks in order in the TODO.md file.
Apply graph-based thinking to visualize complex relationships and solve problems non-linearly. Use when mapping dependencies, analyzing systems, exploring interconnected concepts, or designing architectures.
Guide for MUSUBIX SDD (Specification-Driven Development) workflow. Use this when asked to develop features using MUSUBIX methodology, create requirements, designs, or implement code following the 9 constitutional articles.
Task decomposition, dependency analysis, and parallel execution orchestration. Use when breaking down features into tasks, analyzing task dependencies, planning parallel execution strategies, or coordinating multi-agent workflows. Covers dependency detection, execution grouping, resource conflict prevention, and performance optimization.
读取当天的 `<MM_DD>/codex/plan/plan_<topic>.md`，将 Tasks/Dependencies/DoD/Gates 拆成可执行序列（含并行组、检查点、证据要求与回滚点），并落盘为 `<MM_DD>/codex/exec/exec_<topic>.md`。适用于“基于 plan 生成执行步骤/拆解并行/给我执行顺序与检查点”等请求。
Analyze student git activity, lab submissions, and project work for software engineering courses. Use when asked to "update student analysis", "check student activity", "analyze the class", or when working with student rosters and git repositories. Handles inconsistencies in student behavior like multiple usernames, name variations, and missing data.
Sims-inspired task scheduling — queue actions, execute in order
基于当天的 Intake 文件生成可执行计划 `plan_<topic>.md`，并落盘到 `<MM_DD>/codex/plan/`；计划包含 Tasks+DoD+Dependencies、可选 Gates、Deliverables（当天目录路径）与 Rollback。适用于“基于intake写计划/生成plan_<topic>.md/补DoD和门禁”等请求。
Create weekly software meeting agenda in the wiki repo.
Transform Tasker task definitions into rich, self-contained Beads issues. Bridges ephemeral execution units with persistent planning artifacts.
Manages project plans with rmplan. Use any time the user mentions rmplan, asks to "generate plan 123" (or any number), "work on plan 123", or when you are working on an rmplan task.
Conduct a Cabinet meeting when User asks for "Cabinet meeting", "convene the Cabinet", "get perspectives from [agents]", or needs multi-agent consultation on complex decisions. Can be ad-hoc for specific decisions or weekly review format.
Comprehensive PMP/PMBOK project management methodologies and best practices. Use this skill when users need guidance on project management processes, templates, knowledge areas, process groups, tools, techniques, or certification preparation. Covers all 10 PMBOK Knowledge Areas and 5 Process Groups with practical templates, frameworks, and industry-standard approaches. Includes risk management, stakeholder engagement, schedule management, cost control, quality assurance, and resource planning.
批量推进编排 Skill：把“一堆事项/bug/想法/审稿意见”收口为 Assumptions → Triage Queue → Sprint Plan（含并行组/DoD/Gates/回滚）→ Next Backlog；可选将结果落盘到 `<MM_DD>/codex/intake/intake_<topic>.md`、`<MM_DD>/codex/plan/plan_<topic>.md`（以及 `<MM_DD>/codex/exec/exec_<topic>.md`）。适用于“我有一堆事想批量推进/做个冲刺计划/把 backlog 变成可执行任务”等请求。
