Design for flow specifically — calibrate challenge to skill, provide immediate feedback, set clear goals, foreground the activity.
Audit a PostHog A/B experiment for a customer — verify config, exposure, attribution, and metrics. Trigger phrases include \"audit [customer]'s experiment\", \"audit the [name]…
Implement a generative diffusion model (DDPM or score-based) with noise scheduling, U-Net architecture, training loop, and sampling procedures including DDIM acceleration.
Implement a research paper as an interactive marimo notebook together with the user. Start by understanding what the user wants to explore, fetch the paper via alphaxiv, then…
Implement a research paper in a marimo notebook fully automatically without extra user input.
Guides you through implementing a research paper step-by-step from scratch. Use when asked to implement a paper, code up a paper, reproduce research results, or build a model from…
Implements a GitHub user story from planning through PR creation, with research, codebase analysis, and structured commits.
Use when building, creating, or adding functionality. Triggers: "implement X", "build Y", "add feature Z", "create X", "start a new project", "Would be great to...", "I want…
Strategic guidance for operationalizing machine learning models from experimentation to production. Covers experiment tracking (MLflow, Weights & Biases), model registry and…
Build network traffic baselines from NetFlow/IPFIX data using Python pandas for statistical analysis, z-score
Create, edit, render, and snapshot browser-native implicit CAD `.implicit.js` and `.implicit.mjs` files using GLSL signed-distance fields, shader primitives, smooth booleans, TPMS…
Import a recorded Remotion Canvas Capture into a project without Studio interactions using the internal experimental-codemod command.
To analyze Impressionist painting, a modern form of fleeting light, broken brushwork, atmospheric perception, and everyday immediacy.
Evaluates and improves existing AGENTS.md files in projects. Identifies bloat, contradictions, stale references, and missing scopes — then applies progressive disclosure…
Use when rewriting or refreshing an existing page that's underperforming. The agent fetches the URL, analyzes the current content, researches the SERP, and rewrites using the full…
Conduct exhaustive multi-source investigation with methodology tracking, source evaluation, and i。Use when 需要SEO优化、关键词分析、排名提升、搜索流量优化时使用。不适用于黑帽SEO手段。
系统化深度研究方法论（免费版），通过七步协议（Scope → Search → Evaluate → Deepen → Synthesize → Document → Deliver）实现多源调研。核心能力： - 研究范围界定与问题重构 - 多向量搜索与引用链追踪 - 来源可信度五维评估（权威性/时效性/证据/偏见/佐证） - 迭代深化与停止条件判断
Use when you have a collection of compound structures in SDF format (e.g., DNA adduct structures) and need to systematically generate predicted fragment spectra across a defined…
Runs a full inbox triage using the knowledge base created by the 'inbox-setup' skill. Light-intake by design (most invocations skip questions and run with KB-default preferences);…
Research-backed prompting techniques for improved AI response quality (+45-115% improvement). Use when optimizing prompts, enhancing agent instructions, or when maximum response…
Investigate a live or recent incident. Anchor the window, bisect the change surface, classify against four reference failure paths (OOM, DNS, cascading-failure,…
Build and operate the "Incident Playbook Synthesis for scientific publishing pipelines" capability for scientific publishing pipelines.
Comprehensive incident root cause analysis skill for distributed systems. Analyzes logs, metrics, and traces to identify cascading failures, resource contention, and root causes…
Search and scrape Indeed job listings and company information using Bright Data's Web Scraper API. Use when the user asks to find jobs on Indeed, search for job postings by…
Scrape job listings from Indeed.com by keyword, location, and country. Returns job title, company, salary, rating, description, benefits, and apply links.
Fierce autonomous internal co-founder. Bounded web research for evidence-backed improvements. Structured idea formulation with self-critique filter that rejects ideas not — from…
Research-driven investigation skill for validating solutions and exploring documentation. Never ask questions you can answer yourself through research.
Research Indian law online — case law, statutes, regulatory material, recent doctrinal developments, or academic literature.
Research Indian legal issues from official legislative and judicial sources, brief judgments, prepare lawyer-reviewed drafts, check case/property records, and configure legal…
Induct research sources into a research repository. Point at an issue, a single file, a directory of papers, or a URI and the skill reads, annotates, and files structured…
Use when targeting 《产业经济研究》(Industrial Economics Research — 江苏省教育厅主管、南京财经大学主办的产业经济专业双月刊, 2002 年创刊, CSSCI) or deciding whether a Chinese industrial-econ manuscript fits this venue.
Ability to analyse, design, optimise, and improve systems that integrate people, processes, technology, and resources to meet defined performance, quality, cost, and safety…
Generates industry and role reference reading (行业与岗位通识) for a target job — landscape, role expectations, must-know concepts, high-frequency interview topics, quotable viewpoints…
Deep domain research and expertise synthesis across industries, combining academic research, market intelligence, and practitioner knowledge — from ID8Labs
Deep domain research and expertise synthesis across industries, combining academic research, market intelligence, and practitioner knowledge — from majiayu000/claude-skill-registry
Map any industry's competitive landscape using company databases, academic research, news coverage, LinkedIn activity, and job market signals.
One repeatable pass that keeps fak's competitive story honest AND complete — graded industry-first, not from what fak happened to measure.
Systematic research protocol for discovering novel AI-native software businesses in the synthetic workforce era.
Systematic research protocol for discovering novel AI-native software businesses in the synthetic workforce era.
Drawing conclusions about populations from sample data. Covers sampling distributions, confidence intervals, hypothesis testing (z-tests, t-tests, chi-squared tests, ANOVA),…
Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
정보쇼츠 — produce a 60-second 9:16 vertical INFORMATIONAL/explainer short from a topic, through the four-team pipeline 리서치팀 → 제작팀 ⇄ 법률팀 → 출시팀.
Use when designing or auditing IEEE INFOCOM evaluations, covering analytical results with stated and justified assumptions, simulation with a named simulator and logged seeds,…
Use when reasoning about how an IEEE INFOCOM submission is evaluated, covering the large-scale double-blind pipeline, automated paper-reviewer assignment, the two-tier TPC and…
Catalog of informal fallacies with definitions, canonical examples, and detection heuristics. Covers relevance fallacies (ad hominem, straw man, red herring, appeal to authority,…
Skills for finding, evaluating, and using information effectively and ethically across print and digital sources.
Use when targeting Information Systems Research (ISR) or deciding whether an information-systems behavioral / economic / design-science manuscript fits this venue.
Deep mathematical meta-skill elucidating the theoretic underpinnings of high-dimensional data compression, Shannon Entropy, KL Divergence, and the continuous Manifold Hypothesis.
Drafts regulatory-compliant informed consent forms for healthcare procedures, clinical trials, research participation, or professional services.
Ingest a Claude Code working session into a vault as a source-note. Captures the final artefacts (files produced), key decisions made, calibration notes (what was considered and…
Legacy-project style inheritance skill. Use when the user types /inherit-legacy-style, or when onboarding an AI coding agent onto a hand-written legacy project and you need to…
Initiate coverage — generate both research note (HTML) and Excel model (.xlsx)
Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research,…
Use when designing multi-batch LC/GC-MS experiments where you need to control for batch effects (e.g., instrument drift, reagent lot variation) and have identified both a balance…
SEO strategy and keyword research — build topic clusters, keyword gap analysis, on-page audit, and prioritized SEO roadmap.
Universal self-review protocol for all Rune teammates. Adapts checklist per agent role (worker, fixer, reviewer, researcher, forger, aggregator).
Use when building, migrating, or debugging Agent Evals on Inngest: scoring AI agent or workflow outcomes, deferred scorers, sessions, traces, step experiments, experiment variant…
Use the local InnoClaw CLI to run app workflows and Deep Research sessions from the terminal. Trigger when the user wants command-line control over this repository instead of only…
Assists researchers in generating INPLASY registration content for meta-analyses from a title and optional protocol. Use when the user wants to draft a INPLASY registration form.
Find and analyze smart money addresses - discover early buyers, track successful traders, identify whale accumulation patterns, and research on-chain alpha. — from kalibr-ai/skills