Browse Skills

problem-research.md

13

1 export problem-research

2 from "majesticlabs-dev/majestic-marketplace"

3 Research competitor pain points from review platforms (G2, Capterra, Reddit) to find wedge opportunities. SaaS/B2B focus. Use for market validation, competitive analysis, or deciding whether to build. Always concludes with brutally honest viability assessment.

2026-01-22

market-research.md

13

1 export market-research

2 from "majesticlabs-dev/majestic-marketplace"

3 Automate comprehensive market research using web data, competitive analysis, and structured synthesis. Use when researching markets, industries, competitors, or target audiences.

2026-01-22

ai-advantage.md

13

1 export ai-advantage

2 from "majesticlabs-dev/majestic-marketplace"

3 Develop research-backed AI competitive strategies combining academic research, market trends, and social sentiment analysis

2026-01-22

constraints-scheduling.md

13

1 export constraints-scheduling

2 from "letta-ai/skills"

3 Provides systematic approaches for solving constraint-based scheduling problems, such as finding meeting times that satisfy multiple participant availability windows, preferences, and existing calendar conflicts. This skill should be used when tasks involve scheduling with constraints, calendar conflict resolution, time slot optimization, or finding valid time windows across multiple inputs with hard and soft constraints.

2026-01-21

sparql-university.md

13

1 export sparql-university

2 from "letta-ai/skills"

3 Guidance for writing and verifying SPARQL queries against RDF datasets, particularly university/academic ontologies. This skill should be used when tasks involve querying RDF data with SPARQL, working with academic datasets (students, professors, departments, courses), or performing complex graph pattern matching with filters and aggregations.

2026-01-21

sparql-university.md

13

1 export sparql-university

2 from "letta-ai/skills"

3 Guidance for writing SPARQL queries against RDF/Turtle datasets, particularly for university or academic data. This skill should be used when tasks involve querying RDF data with SPARQL, filtering entities based on multiple criteria, aggregating results, or working with Turtle (.ttl) files.

2026-01-21

plan.md

12

1 export plan

2 from "gakonst/dotfiles"

3 Plan lifecycle management for Codex plans stored in $CODEX_HOME/plans (default ~/.codex/plans). Use when a user asks to create, find, read, update, delete, or manage plan documents for implementation work or overview/reference documentation.

2026-01-05

deep-reading-analyst.md

12

1 export deep-reading-analyst

2 from "hacket/AICodingGuide"

3 Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like 'analyze this article,' 'help me understand,' 'deep dive into,' 'extract insights from,' 'use [framework name],' or when users provide URLs/long-form content for analysis.

2026-01-05

preferences.md

12

1 export preferences

2 from "gakonst/dotfiles"

3 Use when aligning with Georgios’s default Git/GitHub conventions—cloning with gh, Conventional Commits, atomic staging, and guarded GitHub Actions for Rust/Python/TypeScript—so work matches his standard workflows.

2026-01-05

investigation-workflow.md

12

1 export investigation-workflow

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 6-phase investigation workflow for understanding existing systems. Auto-activates for research tasks. Optimized for exploration and understanding, not implementation. Includes parallel agent deployment for efficient deep dives and automatic knowledge capture to prevent repeat investigations.

2026-01-05

ml-pipeline.md

12

1 export ml-pipeline

2 from "Jeffallan/claude-skills"

3 Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, or managing experiment tracking systems.

2026-01-05

pr-review-assistant.md

12

1 export pr-review-assistant

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Philosophy-aware PR reviews checking alignment with amplihack principles. Use when reviewing PRs to ensure ruthless simplicity, modular design, and zero-BS implementation. Suggests simplifications, identifies over-engineering, verifies brick module structure. Posts detailed, constructive review comments with specific file:line references.

2026-01-05

reasoning-dialectical.md

12

1 export reasoning-dialectical

2 from "BellaBe/lean-os"

3 Synthesize competing positions through structured thesis-antithesis-synthesis process. Use when stakeholders disagree, trade-offs exist, or multiple valid perspectives need integration. Produces integrated positions with acknowledged trade-offs.

2026-01-05

osgrep-reference.md

12

1 export osgrep-reference

2 from "tdimino/bg3se-macos"

3 Comprehensive CLI reference and search strategies for osgrep semantic code search. Use for detailed CLI options, index management commands, search strategy guidance (architectural vs targeted queries), and troubleshooting. Complements the osgrep plugin which handles daemon lifecycle.

2026-01-05

chemist-analyst.md

12

1 export chemist-analyst

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass spectrometry). Provides insights on chemical processes, material properties, reaction pathways, synthesis, and analytical methods. Use when: Chemical reactions, material analysis, synthesis planning, process optimization, environmental chemistry. Evaluates: Molecular structure, reaction mechanisms, yield, selectivity, safety, environmental impact.

2026-01-05

chaos-engineer.md

12

1 export chaos-engineer

2 from "Jeffallan/claude-skills"

3 Use when designing chaos experiments, implementing failure injection frameworks, or conducting game day exercises. Invoke for chaos experiments, resilience testing, blast radius control, game days, antifragile systems.

2026-01-05

thoughts-management.md

12

1 export thoughts-management

2 from "nikeyes/stepwise-dev"

3 Manage thoughts directory operations including initialization, synchronization, and metadata generation. Use after creating or modifying research documents, implementation plans, or notes to keep the searchable directory synchronized. Also use when gathering git metadata for document frontmatter.

2026-01-05

researching-topics.md

12

1 export researching-topics

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Performs quick research using web search and synthesis when user asks about unfamiliar topics, new technologies, or needs current information. Activates on questions like 'how does X work', 'what is Y', or when encountering unknown concepts. For deep comprehensive research, suggests knowledge-builder command.

2026-01-05

journalist-analyst.md

12

1 export journalist-analyst

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Analyzes events through journalistic lens using 5 Ws and H, investigative methods, source evaluation, fact-checking, newsworthiness criteria, and ethical journalism principles. Provides insights on story angles, information gaps, credibility, public interest, and media framing. Use when: Breaking news, information verification, source analysis, story development, media criticism. Evaluates: Factual accuracy, source credibility, completeness, newsworthiness, bias, public interest.

2026-01-05

goal-seeking-agent-pattern.md

12

1 export goal-seeking-agent-pattern

2 from "rysweet/MicrosoftHackathon2025-AgenticCoding"

3 Guides architects on when and how to use goal-seeking agents as a design pattern. This skill helps evaluate whether autonomous agents are appropriate for a given problem, how to structure their objectives, integrate with goal_agent_generator, and reference real amplihack examples like AKS SRE automation, CI diagnostics, pre-commit workflows, and fix-agent pattern matching.

2026-01-05

mcp-skill-creator.md

11

1 export mcp-skill-creator

2 from "nemori-ai/skills"

3 Meta-skill for creating workflow-optimized skills from MCP servers. Use when users want to create a custom skill that integrates one or more MCP servers into a specialized workflow. The user provides MCP server configurations and describes their work scenario (workflow, preferences, SOPs), and this skill generates a new skill with optimized scripts following Anthropic's MCP + code execution best practices.

2026-01-05

writing-comments.md

11

1 export writing-comments

2 from "abhinav/home"

3 Reference guide for code comment formatting rules and examples. The core rules are automatically applied via CLAUDE.md system instructions - this skill provides detailed examples and edge cases for reference.

2026-01-05

Market Research and Competitive Analysis.md

11

1 export Market Research and Competitive Analysis

2 from "ShunsukeHayashi/Miyabi"

3 TAM/SAM/SOM calculation, competitor analysis, and market trends identification. Use when analyzing markets, validating business ideas, or entering new markets.

2026-01-05

spec-creation.md

11

1 export spec-creation

2 from "bybren-llc/wtfb-safe-agentic-workflow"

3 Spec creation with pattern references, acceptance criteria, and demo scripts. Use when creating implementation specs, defining acceptance criteria, or breaking down user stories.

2026-01-05