Browse Skills

research-driven-planning.md

8

1 export research-driven-planning

2 from "DNYoussef/context-cascade"

3 Build plans anchored in research evidence, constraints, and validation gates.

2026-01-05

hypotheticals-counterfactuals.md

8

1 export hypotheticals-counterfactuals

2 from "lyndonkl/claude"

3 Use when exploring alternative scenarios, testing assumptions through "what if" questions, understanding causal relationships, conducting pre-mortem analysis, stress testing decisions, or when user mentions counterfactuals, hypothetical scenarios, thought experiments, alternative futures, what-if analysis, or needs to challenge assumptions and explore possibilities.

2026-01-05

translation-reframing-audience-shift.md

8

1 export translation-reframing-audience-shift

2 from "lyndonkl/claude"

3 Use when content must be translated between audiences with different expertise, context, or goals while preserving accuracy but adapting presentation. Invoke when technical content needs business framing (engineering decisions → executive summary), strategic vision needs tactical translation (board presentation → team OKRs), expert knowledge needs simplification (academic paper → blog post, medical diagnosis → patient explanation), formal content needs casual tone (annual report → social media post), long-form needs summarization (50-page doc → 1-page brief), internal content needs external framing (roadmap → public updates, bug tracking → known issues), cross-cultural adaptation (US idioms → international clarity, Gen Z → Boomer messaging), medium shifts (written report → presentation script, detailed spec → action checklist), or when user mentions "explain to", "reframe for", "translate this for [audience]", "make this more [accessible/formal/technical]", "adapt for [executives/engineers/customers]", "simpl

2026-01-05

method-development.md

8

1 export method-development

2 from "DNYoussef/context-cascade"

3 Design and iterate on new research methods with structured checkpoints, baselines, and validation.

2026-01-05

problem-hypothesis.md

8

1 export problem-hypothesis

2 from "cna-bootcamp/aiguide"

3 고객 여정 분석을 기반으로 핵심 문제 가설을 정의합니다. 테스트 가능한 문제 진술을 공식화할 때 사용하세요.

2026-01-05

generate-api-docs.md

8

1 export generate-api-docs

2 from "mvillmow/ProjectOdyssey"

3 Create API reference documentation from docstrings. Use when documenting public module interfaces.

2026-01-05

identify-architecture.md

8

1 export identify-architecture

2 from "mvillmow/ProjectOdyssey"

3 Analyze ML model architecture from papers and code. Use when understanding model structure for implementation.

2026-01-05

brainstorm-diverge-converge.md

8

1 export brainstorm-diverge-converge

2 from "lyndonkl/claude"

3 Use when you need to generate many creative options before systematically narrowing to the best choices. Invoke when exploring product ideas, solving open-ended problems, generating strategic alternatives, developing research questions, designing experiments, or when you need both breadth (many ideas) and rigor (principled selection). Use when user mentions brainstorming, ideation, divergent thinking, generating options, or evaluating alternatives.

2026-01-05

scaffold-experiment.md

8

1 export scaffold-experiment

2 from "niznik-dev/cruijff_kit"

3 Set up complete experimental infrastructure for all runs in a designed experiment. Orchestrates parallel generation of fine-tuning configs (via scaffold-torchtune) and evaluation configs (via scaffold-inspect). Use after design-experiment to prepare configs before running experiments.

2026-01-05

testing-quality.md

8

1 export testing-quality

2 from "DNYoussef/context-cascade"

3 Coordinate research-focused testing and quality validation with clear constraints, gates, and confidence ceilings.

2026-01-05

reproducibility-audit.md

8

1 export reproducibility-audit

2 from "DNYoussef/context-cascade"

3 Verify that results, builds, and experiments can be reproduced consistently with documented steps and deterministic inputs.

2026-01-05

codex-safe-experiment.md

8

1 export codex-safe-experiment

2 from "DNYoussef/context-cascade"

3 Use Codex CLI sandbox mode to try risky changes safely. Isolated experimentation with network disabled and directory restrictions.

2026-01-05

visual-asset-generator.md

8

1 export visual-asset-generator

2 from "DNYoussef/context-cascade"

3 Generate research visuals (figures, diagrams) with constraints, evidence alignment, and confidence ceilings.

2026-01-05

communication-storytelling.md

8

1 export communication-storytelling

2 from "lyndonkl/claude"

3 Use when transforming analysis/data into persuasive narratives—presenting to executives, explaining technical concepts to non-technical audiences, creating customer-facing communications, writing investor updates, announcing changes, turning research into insights, or when user mentions "write this for", "explain to", "present findings", "make this compelling", "audience is". Invoke when information needs to become a story tailored to specific stakeholders.

2026-01-05

prose-polish.md

8

1 export prose-polish

2 from "leegonzales/AISkills"

3 Polish writing to professional excellence through systematic craft analysis with multi-layer assessment of rhythm, voice, and commitment. Use when refining drafts, analyzing text for AI patterns or craft weaknesses, generating quality content, or teaching writing principles. Handles all writing types including long-form, business, technical, academic, and creative content.

2026-01-05

hashnode-api.md

8

1 export hashnode-api

2 from "rawveg/skillsforge-marketplace"

3 Hashnode GraphQL API documentation for creating, managing, and querying blogs, posts, publications, and user data on the Hashnode platform

2026-01-05

researching-web.md

8

1 export researching-web

2 from "alexei-led/claude-code-config"

3 Web research via Perplexity AI. Use when user asks to research topics, compare technologies (X vs Y), find best practices, lookup industry standards, or get current information. Triggers on "research", "compare", "vs", "best practice", "pros and cons", "which is better".

2026-01-05

citations.md

8

1 export citations

2 from "cncorp/arsenal"

3 Proactively include clickable links when referencing entities (persons, conversations, messages). Makes responses actionable.

2026-01-05

grant-proposal-assistant.md

8

1 export grant-proposal-assistant

2 from "lyndonkl/claude"

3 Use when writing or reviewing NIH, NSF, or foundation grant proposals. Invoke when user mentions specific aims, R01, R21, K-series, significance, innovation, approach section, grant writing, proposal review, research strategy, or needs help with fundable hypothesis, reviewer-friendly structure, or compliance with grant guidelines.

2026-01-05

gemini-research.md

8

1 export gemini-research

2 from "DNYoussef/context-cascade"

3 Use Gemini CLI for research with Google Search grounding and 1M token context

2026-01-05

researching-web-gemini.md

8

1 export researching-web-gemini

2 from "alexei-led/claude-code-config"

3 Searches the web, researches topics online, finds current information using Gemini with Google Search grounding. Use when user asks to search the web, research information, find sources, look up current events, technology updates, or gather real-time data from the internet. Do not use for local file analysis or code execution.

2026-01-05

architecture.md

8

1 export architecture

2 from "washanhanzi/connectrpc-axum"

3 Reference for project architecture. Use when you need to understand the codebase structure, module organization, request/response flow, or key types.

2026-01-05

crypto-research.md

8

1 export crypto-research

2 from "stevengonsalvez/agents-in-a-box"

3 Comprehensive cryptocurrency market research and analysis using specialized AI agents. Analyzes market data, price trends, news sentiment, technical indicators, macro correlations, and investment opportunities. Use when researching cryptocurrencies, analyzing crypto markets, evaluating digital assets, or investigating blockchain projects like Bitcoin, Ethereum, Solana, etc.

2026-01-05

domain-research-health-science.md

8

1 export domain-research-health-science

2 from "lyndonkl/claude"

3 Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing patient-important outcomes, conducting systematic reviews or meta-analyses, creating evidence summaries for guidelines, assessing regulatory evidence, or when user mentions clinical trials, evidence-based medicine, health research methodology, systematic reviews, research protocols, or study quality assessment.

2026-01-05