Review AI-generated code by verifying acceptance criteria pass/fail status rather than reading implementation line-by-line. Triggers detailed code.
Use the filesystem as a first-class context management tool for AI agent sessions. Covers scratch pads, plan persistence, sub-agent communication, dynamic.
Turn physiotherapy and rehabilitation lecture slides, PDFs, textbook pages, class notes, screenshots, cases, or learning objectives into an exam-ready study system.
Initialize a complete Java project with Maven/Gradle build, testing framework, and standard structure. Use when starting Spring Boot applications, Maven.
Turn an approved product telemetry plan into a repository-specific implementation guide with file locations, sequencing, tests, rollout, and rollback.
Diagnose and improve ComfyUI text conditioning with architecture-aware prompts, encoder and node compatibility checks, controlled experiments, and.
Generate framework-specific UI components by prompting the agent's own LLM directly - no external generation service or MCP required
Fix memory leaks, apply MISRA guidelines, remove dead code, and clean up C codebases. Use when cleaning up C projects, embedded systems code, addressing.
Generate metamorphic tests for systems without clear test oracles by defining transformation invariants between inputs and outputs. Use when testing ML.
Analyze and improve business processes. Trigger with "this process is slow", "how can we improve", "streamline this workflow", "too many steps", "bottleneck", or when the — from…
Identify business-logic vulnerabilities that bypass intended workflows including race conditions, TOCTOU, double-spending, workflow-state bypass.
Research crypto assets in a strictly read-only mode using verified network and contract identity, multi-venue price checks, liquidity and derivatives structure, tokenomics and…
Compare current AI models, providers, gateways, subscriptions, local routes, and free/paid endpoints for a concrete task.
Design and verify Claude API access across Anthropic direct and supported cloud/platform integrations without hard-coded model IDs or silent failover. Use.
Convert a safe physiotherapy case formulation and evidence summary into a reproducible rehabilitation program.
Maintain docs/todos.md as the project's living progress tracker. Use at session start (read current state), when tasks complete (check them off), when new.
Slack workflow umbrella skill. Use when Codex should prepare Slack-native summaries, replies, updates, or channel-ready internal communication.
Generate property-based tests using QuickCheck/Hypothesis-style frameworks that verify invariants over randomly generated inputs. Use when testing.
Analyze listed warrants, certificates, turbos, and related structured products from the official product terms, executable quote, underlying distribution, strike/barrier, expiry,…
Reference for nimble search command. Load when searching the live web. Contains: all flags, 8 focus modes. — from yigityildiz0/universal-ai-skill-library
Design and verify provider-neutral spend, token, request, and concurrency controls for AI workloads. Use when an application or agent can incur usage.
Generate Software Bill of Materials (SBOM) for compliance with NTIA, EU CRA, and other regulatory requirements. Use when preparing for audits, compliance.
Grassroots-first campaign design for anyone being outspent — startups vs. incumbents, NGOs vs. corporate comms, movements vs. state-backed machines, solo.
Identify root causes of regressions using diff analysis, git bisect, test failure correlation, and change impact analysis. Use when a previously passing.
Discover and route broad requests across the currently installed skill library when no single specialist is obvious.
Remove unused exports, fix ESLint issues, modernize to ES6+, and clean up JavaScript/TypeScript codebases. Use when cleaning up JS/TS projects, removing.
Apply a preservation-first workflow to read, create, edit, clean, calculate, chart, and validate XLSX/XLSM workbooks.
Financial technology engineering expertise for building secure, compliant payment and banking systems. Use when implementing payment processing, designing.
Create or repair a durable data context containing schema, grain, metric definitions, lineage, ownership, freshness, and quality caveats.
Generate code patches from bug reports, error messages, and failing tests. Use when converting bug descriptions into fixes, creating patches from error.
Remove dead code, update deprecated APIs, apply modern Java patterns, and clean up Java codebases. Use when cleaning up Java projects, removing unused.
Apply a narrative-first workflow to plan, write, build, and validate strategic presentations and HTML slide decks with responsive layouts, design tokens, data visualization,…
Create reusable Codex workflow skills or prompt templates to automate repetitive tasks. Use when establishing team workflows, automating code reviews.
Generate comprehensive development logs from git history, documentation, and code artifacts. Use when creating project history, onboarding to unfamiliar.
Estimate realistic price/return distributions, target and downside probabilities, and probability-weighted scenarios for stocks, funds/ETFs, futures, warrants, crypto,…
Automatically diagnose and solve personal technology, app, device setup, compatibility, configuration, purchase, and troubleshooting questions across Windows, macOS, Android,…
Word document generation and manipulation expertise for creating, editing, and templating professional DOCX files programmatically. Use when building.
Create an accessible, self-contained workflow diagram as HTML, Mermaid, or SVG from a process description. Use to map systems, data flows, decisions.
Audit project dependencies for license compliance, identify legal issues, verify compatibility between licenses, and generate compliance reports. Use when.
Route operational work to focused, evidence-based workflows for SOPs, capacity, change, risk, compliance evidence, runbooks, vendor review, stakeholder updates, and process…
Film and video storyboarding with shot vocabulary, continuity rules, and panel layout. Covers shot types, camera angles, movement, 180-degree rule, and.
Professional ComfyUI workflow auditing, refactoring, runtime stabilization, model-chain analysis, and performance tuning for Flux and other pipelines on.
Systematically generate edge case tests for boundary conditions, empty inputs, overflow, null values, concurrency edges, and type coercion. Use when.
Deep Astro expertise for island architecture, content collections, multi-framework integration, and hybrid rendering. Use when building Astro sites.
Model a product before telemetry work by defining users, value moments, entities, lifecycle states, and decision questions.
Reduce prompt, tool, retrieval, and conversation token overhead without weakening measured task quality. Use for context-budget audits, oversized.
Evaluate AI-generated output quality using LLM-as-judge techniques, multi-dimensional rubrics, and bias mitigation. Use when building AI-powered features.
Generate executable BDD test files from Given/When/Then acceptance criteria using pytest-bdd (Python) or Cucumber.js (JavaScript). Bridges the gap between.
Help plan an event — from a birthday dinner to a wedding. Scales to the size of the occasion. Handles venue research, guest lists, timelines, vendors, and.
Identify, score, prioritize, and monitor operational risks with owners, controls, scenarios, and residual uncertainty.
Reference for nimble agent commands. Load for Step 0 agent lookup. Contains: full agent table (50+ sites across e-commerce, food, real estate, jobs, social.
Improve the quality, completeness, and testability of software requirements by applying quality attributes analysis, enhancement patterns, acceptance.
Guide framework and library migrations (Express to Fastify, Angular to React, Spring MVC to Spring Boot, Django to FastAPI) with migration assessment.
Pinpoint bug locations using stack traces, error logs, code flow analysis, spectrum-based fault localization, and bisection techniques. Use when debugging.
Make a phone call to book an appointment or reservation. Checks calendar first, gets explicit consent before dialing, discloses AI identity on the call, and.
Modernize async patterns, optimize LINQ usage, update .NET APIs, and clean up C# codebases. Use when cleaning up C# projects, removing unused using.
Consolidate all review findings into a structured 4-section report with codebase overview, executive summary, dual-view detailed findings (by feature and by.
Apply a concise decision-focused playbook to design, implement, critique, or validate charts with correct encodings, annotations, accessibility, and source context.
Resolve a consumer complaint, return, refund, cancellation, warranty, defective/missing order, subscription, chargeback, or seller/platform dispute with evidence and current…
Establish comprehensive understanding of project structure, architecture, dependencies, and current state before conducting detailed code review. Use as the.