Other skills

Define clear decision rights - Decider, Approver, Veto, Consulted, Informed. Use when clarifying who decides.

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Convert an approved PRD or clear requirements into an implementation-ready technical spec with scope, interfaces, and acceptance criteria.

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Create structured records of decisions with expected outcomes, probabilities, and quit conditions. Use for important decisions.

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Uncover root causes through recursive Why questioning and consequence exploration. Use before acting on problems.

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Break down complex problems into actionable recommendations using deductive and inductive analysis.

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Review a feature or PRD for stakeholder and political risk before broad circulation.

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Normalize and collect complete Opportunity Solution Tree inputs before OST synthesis.

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Structure thinking using Mutually Exclusive, Collectively Exhaustive categories. Use when breaking down problems or ensuring complete coverage.

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Improve executive updates for clarity, decision impact, and concise speaking flow.

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Write a structured PRD for high-risk, cross-team, or multi-sprint initiatives before implementation.

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Verify before claiming completion. No claims without fresh verification evidence. Use before marking work done.

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Analyze interviews using Jobs to Be Done framework. Extract push, pull, anxiety, and habit forces.

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Generate influence strategies using Cialdini's seven principles. Use when you need to influence toward an outcome.

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Select one target opportunity from an OST using evidence-based weighted scoring and tie-breakers.

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Clean up raw interview transcripts while preserving meaning and speaker voice. Use after conducting interviews.

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Classify decisions as Hat/Haircut/Tattoo by reversibility. Use to calibrate how much analysis a decision deserves.

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Cluster forces from multiple JTBD interviews to identify patterns. Use after extracting from multiple interviews.

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Use when the user asks to fix open failing reviews, invokes /roborev-fix, or provides job IDs; do not use when the user only pastes review findings with no request to discover or close reviews

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Use when the user asks to fix open failing reviews, invokes $roborev-fix, or provides job IDs; do not use when the user only pastes review findings with no request to discover or close reviews

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Iterative review-fix loop for the current branch — reviews via daemon, fixes inline, re-reviews until passing or max iterations reached

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Review employee reimbursement requests against the company's sample expense policy and draft submission notes.

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Diagnoses and fixes slow Neo4j Cypher queries by reading execution plans, identifying bad operators (AllNodesScan, CartesianProduct, Eager, NodeByLabelScan), and prescribing fixes (indexes, hints, query rewrites, runtime selection). Use when a query is slow, when EXPLAIN or PROFILE output needs interpretation, when dbHits or pageCacheHitRatio are poor, when cardinality estimation diverges from actuals, or when deciding between slotted/pipelined/parallel runtimes. Covers USING INDEX / USING SCAN / USING JOIN hints, db.stats.retrieve, SHOW QUERIES, SHOW TRANSACTIONS, TERMINATE TRANSACTION. Does NOT write new Cypher from scratch — use neo4j-cypher-skill. Does NOT cover GDS algorithm tuning — use neo4j-gds-skill. Does NOT cover index/constraint creation syntax details — use neo4j-cypher-skill references/indexes.md.

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Generate North American road-trip itineraries as a map-first, offline-friendly single-file HTML page. Plans around daily driving segments, overnight stops, fuel/EV-charging, national-park reservations (Recreation.gov / NPS), seasonal road closures, and timezone/border crossings — for executable, decision-ready trips. Two entry modes: give a start + region/destination + days and it plans the whole route, or hand it an existing route and it verifies, fills gaps, and produces the page.

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对 VLink 全仓或指定范围执行只读重度代码评审,按功能规划覆盖范围和 subagent,逐文件检查正确性、并发、性能与规范,经对抗复核后给出中文 证据结论。用户要求"全面 review"、"深度检查全仓"、"大规模审计代码" 或"对抗评审"时使用;明确要求落盘时生成报告。

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