GitHub
drift-check
Detect documentation drift (docs out of sync with code). Use after changes, periodically, or when something feels wrong. Returns severity-rated findings with specific fixes.
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GitHub
context-status
Checks current context window usage and provides recommendations. Use when sessions feel slow, responses seem degraded, or before starting complex work.
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GitHub
remember
Reloads critical instructions when behavior degrades. Use when forgetting tools, not delegating, or missing safety rules. Refreshes orchestration mode, tool awareness, and safety constraints.
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GitHub
systematic-debugging
Methodical problem-solving workflow for debugging issues. Use when facing bugs, errors, or unexpected behavior that isn't immediately obvious.
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GitHub
session-start
Resumes work from a previous session using handoff notes, checkpoints, or compact state. Use at the beginning of a new session to restore context and continuity.
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GitHub
doc-discovery
Loads feature docs, workflow docs, and invariants before planning any task. Use when starting complex work, changing multiple features, or when unsure about constraints. Essential first step for non-trivial cha...
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GitHub
test-from-docs
Generate and execute test plans based on documentation. Use after implementation to verify changes work correctly. Integrates with browser testing for UI verification.
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GitHub
task-router
Automatically analyze tasks and route to optimal agent(s). Use when receiving complex requests to determine which agents to spawn.
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GitHub
handoff
Writes comprehensive handoff note at session end. Captures work done, files changed, remaining tasks, and next steps. Use before ending any work session or switching contexts.
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GitHub
push
Spawns @git-ops-agent to validate, commit, push, create PR, and merge. Use when context is low or to ensure atomic push operations.
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GitHub
parallel-dispatch
Coordinate simultaneous agent execution for independent tasks. Use when multiple tasks can run in parallel without dependencies.
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GitHub
checkpoint
Save mid-session state for recovery without clearing context. Use after major milestones, before risky operations, or periodically during long sessions.
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GitHub
plan-lint
Validates a plan against documentation constraints before coding. Use after doc-discovery and before implementation. Returns PASS, WARN, or FAIL with specific issues. Gate 1 of 2-gate flow.
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GitHub
doc-update
Updates documentation after code changes to keep docs in sync with code reality. Use AFTER implementation is complete. Covers feature docs, workflow docs, and index files.
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GitHub
compact
Compresses context for long sessions by writing state to disk and clearing working memory. Use when context is high/critical or before complex multi-step work.
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GitHub
mastery-teaching
Adaptive teaching skill that frames explanations in student's interest domain and uses their preferred learning style. Auto-invoked when teaching programming concepts, creating problems, or providing feedback.
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GitHub
i18n-consistency
Ensures translation keys are consistent across all supported locales.
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GitHub
turath-research-skill
This skill provides specialized tools for searching and retrieving Islamic classical texts from the Turath.io API and local metadata database. Use this skill when researching Islamic literature, finding book re...
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GitHub
rwd-editor-in-chief
RWD研究の企画から完成までを統括する編集長Skill。他のSkillを適切な順序で呼び出し、 研究案Top3の選定、スコアリング、感度分析計画、次アクションを統合出力する。
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GitHub
phenotype-lab-spec
研究対象集団・アウトカムのフェノタイプ定義と検査値活用仕様を作成する。 コンピューター実行可能なアルゴリズム形式で記述し、バリデーション計画を含める。
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GitHub
input-normalizer
3つの入力モード（薬剤起点/PICO起点/CQ起点）を統一フォーマットに変換し、 後続のRWD研究企画スキルが利用できる構造化データを生成する。
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GitHub
business-value
研究案のビジネス価値を評価する。収益機会、競合優位性、パートナーシップ可能性、 知財・パブリケーション戦略、ブランド価値への貢献を多角的に評価。
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GitHub
novelty-gap-mapper
evidence-scoutの結果を受け、研究ギャップを体系的にマッピングし、 新規性の高い研究機会を特定・スコアリングする。EHR-RWDの優位性を活かした差別化ポイントを明確化。
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GitHub
narrative-event-extractor
経過記録・臨床サマリー等のナラティブテキストから臨床イベント（有害事象、効果判定、 症状変化等）を抽出する仕様を設計する。NLP/正規表現パターンと品質管理計画を含む。
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