Research

Achieve comprehensive baseline (V_meta ≥0.40) in iteration 0 to enable rapid convergence. Use when planning iteration 0 time allocation, domain has established practices to reference, rich historical data exists for immediate quantification, or targeting 3-4 iteration convergence. Provides 4 quality levels (minimal/basic/comprehensive/exceptional), component-by-component V_meta calculation guide, and 3 strategies for comprehensive baseline (leverage prior art, quantify baseline, domain univer...

researchgobash

Complete report writing capability combining reading, note-taking, validation, and formatting. LOAD THIS SKILL WHEN: User needs "寫報告", "write report", "整理成報告", "產出文件" | has source materials to summarize | creating academic document. CAPABILITIES: PDF reading, structured notes, content validation, format checking. COMPOSITE SKILL: Combines pdf-reader + note-writer + content-validator + report-formatter.

researchpython

Use when starting work to select the next issue - queries GitHub project board, applies priority logic, and routes to the appropriate workflow (bug-triage or issue-executor).

researchbashgit

Writes in academic engineering tone, clearly separating theory, implementation, and empirical observation. Use for CS500-level technical documentation and papers.

Acts as relentless technical interviewer asking "Can you do better?" Challenges solutions with radical rethinking, pushes beyond optimal complexity to constant factors. Never stops until user satisfied or proven impossible. Use after any solution to find potentially novel optimizations.

Beads issue tracking and workflow management with automatic git branch creation. MUST BE USED for Beads operations. Handles full epic→branch→work lifecycle, dependencies, and ready task queries. Use when creating epics/features (auto-creates branch), tracking work, finding ready issues, or managing dependencies, or when user mentions "create issue", "track work", "bd create", "find ready tasks", issue management, dependencies, work tracking, or Beads workflow operations.

researchtypescriptgo

Component skill for creating compelling data-driven presentations and whitepapers using marp and pandoc with proper citations and reproducibility

Systematic marketing experimentation process - discover concepts, generate hypotheses, coordinate multiple experiments, synthesize results, generate next-iteration ideas through rigorous validation cycles

Auto-invokes ultrathink workflow for any work request (default orchestrator)

research

Synthesize feedback from students, outcomes data, and peer reviews to generate prioritized curriculum revision recommendations and track effectiveness over versions. Use when revising curriculum, analyzing feedback, or continuous improvement. Activates on "improve curriculum", "analyze feedback", "revision recommendations", or "iterate on content".

researchgobash

researchtypescriptperformance

Analyzes experimental results comparing code-execution vs direct-MCP approaches for any task. Extracts performance metrics, execution logs, and workspace outputs from zip archives to generate detailed comparison reports. Use when you have a results zip file and need to compare code-execution vs direct-MCP performance, cost, and output quality for any task.

Skill for initiating new disorder YAML files in the dismech knowledge base. Use this skill when the user asks to create a new disorder entry. Also useful for enhancing existing entries.

researchgobash

Generate HTML research reports with embedded data, charts, and analysis. Use when creating final research deliverables. Supports single comprehensive reports or multiple focused reports. Handles styling, structure, and output to reports/ directory.

Precisely filter and query Langfuse traces/observations using advanced filter operators for debugging and optimization workflows

Enforces GermanExam.pro's didactic principles when modifying AI behavior. Use when editing system prompts, CoT agent prompts, RAG content, feedback templates, evaluation criteria, or any learner-facing AI text. Ensures cognitive load optimization, adaptive scaffolding, and empathetic professionalism.

Professional market research and competitive analysis using McKinsey/BCG/Bain consulting methodologies. Use when analyzing markets, competitive landscapes, customer insights, or strategic positioning. Generates hypothesis-driven research with PPTX presentation deliverables.

Find CRPO-compliant positioning angles for therapy services that differentiate without overpromising. Use when positioning therapy services, creating service pages, crafting offers, or when copy isn't converting. Triggers on: find angles for [therapy service], how should I position [service], what's the hook, why isn't this converting, differentiate this service. Outputs 3-5 therapy-appropriate positioning options with headline directions for each. CRITICAL: All angles must be factual, verifi...

Generate personalized news intelligence with verified sources (7-day freshness requirement)

researchgoperformance

Retrieves scientific papers from PubMed and creates plain-language research summaries. Use when users ask about medical research, scientific studies, clinical trials, disease treatments, or want to understand recent scientific literature on any biomedical topic.

Generate case studies, blog posts, experience updates, and variant content from the knowledge base. Use when user wants to create new CV content, write articles, or generate job-specific variants.

researchbashapi

Conducts thorough landscape research, competitive analysis, best practices evaluation, and evidence-based recommendations. Expert in market research and trend analysis.

researchgoreact

Semantic search across Zotero library using cite-assist v3 API for academic research

researchapiperformance

セキュリティ診断レポート生成のベストプラクティスを提供します。 📖 参照書籍: - 『Web Application Security』（Andrew Hoffman）: 脅威モデリング 📚 リソース参照: - `resources/Level1_basics.md`: レベル1の基礎ガイド - `resources/Level2_intermediate.md`: レベル2の実務ガイド - `resources/Level3_advanced.md`: レベル3の応用ガイド - `resources/Level4_expert.md`: レベル4の専門ガイド - `resources/legacy-skill.md`: 旧SKILL.mdの全文 - `resources/risk-scoring-methodology.md`: Risk Scoring Methodologyリソース - `scripts/generate-security-report.mjs`: Generate Security Reportスクリプト - `scripts/log_usage....

researchbashnode