Browse Skills

portfolio-roadmapping-bets.md

8

1 export portfolio-roadmapping-bets

2 from "lyndonkl/claude"

3 Use when managing multiple initiatives across time horizons (now/next/later, H1/H2/H3), balancing risk vs return across portfolio, sizing and sequencing bets with dependencies, setting exit/scale criteria for experiments, allocating resources across innovation types (core/adjacent/transformational), or when user mentions portfolio planning, roadmap horizons, betting framework, initiative prioritization, innovation portfolio, or resource allocation across horizons.

2026-01-05

causal-inference-root-cause.md

8

1 export causal-inference-root-cause

2 from "lyndonkl/claude"

3 Use when investigating why something happened and need to distinguish correlation from causation, identify root causes vs symptoms, test competing hypotheses, control for confounding variables, or design experiments to validate causal claims. Invoke when debugging systems, analyzing failures, researching health outcomes, evaluating policy impacts, or when user mentions root cause, causal chain, confounding, spurious correlation, or asks "why did this really happen?"

2026-01-05

inevitability-engine.md

8

1 export inevitability-engine

2 from "leegonzales/AISkills"

3 Systematic research protocol for discovering novel AI-native software businesses in the synthetic workforce era. Maps capability trajectories, analyzes segment-problem spaces, generates business models, and calculates inevitability scores across 3-24 month time horizons. Use when exploring AI business opportunities, conducting market research, or identifying automation-native ventures.

2026-01-05

generating-shell.md

8

1 export generating-shell

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

3 Generates, explains, and plans shell commands, bash scripts, unix pipelines, awk/sed/grep expressions. Use when user requests shell commands, bash scripts, terminal commands, unix pipes, scripting help, or command syntax assistance. Do not use for web research or document analysis.

2026-01-05

intent-analyzer.md

8

1 export intent-analyzer

2 from "DNYoussef/context-cascade"

3 Determine the true user intent, constraints, and success criteria for research tasks with explicit confidence ceilings.

2026-01-05

codex-peer-review.md

8

1 export codex-peer-review

2 from "leegonzales/AISkills"

3 [CLAUDE CODE ONLY] Leverage Codex CLI for AI peer review, second opinions on architecture and design decisions, cross-validation of implementations, security analysis, and alternative approach generation. Requires terminal access to execute Codex CLI commands. Use when making high-stakes decisions, reviewing complex architecture, or when explicitly requested for a second AI perspective. Must be explicitly invoked using skill syntax.

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

scientific-email-polishing.md

8

1 export scientific-email-polishing

2 from "lyndonkl/claude"

3 Use when writing or polishing professional scientific emails, journal cover letters, or responses to reviewers. Invoke when user mentions email to collaborator, cover letter to editor, reviewer response, professional correspondence, or needs help with professional tone, clear asks, or diplomatic communication in academic/scientific contexts.

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.

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

aissist-cli.md

8

1 export aissist-cli

2 from "albertnahas/aissist"

3 Use the aissist CLI tool for personal goal tracking, todo management, daily history logging, context-specific notes, guided reflections, and AI-powered semantic recall. Activate when users mention goals, tasks, todos, progress tracking, journaling, work history, personal assistant, meal planning, fitness tracking, or want to search their past activities and reflections.

2026-01-05

academic-letter-architect.md

8

1 export academic-letter-architect

2 from "lyndonkl/claude"

3 Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues. Invoke when user mentions recommendation letter, reference, nomination, letter of support, endorsement, or needs help with strong advocacy, comparative statements, or evidence-based character assessment.

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

prototyping-pretotyping.md

8

1 export prototyping-pretotyping

2 from "lyndonkl/claude"

3 Use when testing ideas cheaply before building (pretotyping with fake doors, concierge MVPs, paper prototypes) to validate desirability/feasibility, choosing appropriate prototype fidelity (paper/clickable/coded), running experiments to test assumptions (demand, pricing, workflow), or when user mentions prototype, MVP, fake door test, concierge, Wizard of Oz, landing page test, smoke test, or asks "how can we validate this idea before building?".

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

run-experiment.md

8

1 export run-experiment

2 from "niznik-dev/cruijff_kit"

3 Execute the complete experimental workflow - model optimization followed by evaluation - for all runs in a scaffolded experiment. Use after scaffold-experiment to submit jobs to SLURM.

2026-01-05

looking-up-docs.md

8

1 export looking-up-docs

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

3 Library documentation via Context7. Use for API references, code examples, framework docs.

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

researcher.md

8

1 export researcher

2 from "DNYoussef/context-cascade"

3 Execute focused research tasks end-to-end with clear constraints, evidence tracking, and confidence ceilings.

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

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

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

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