Latest Agent Skills

Define every visual attribute as structured VGL JSON for deterministic, reproducible image generation with Bria FIBO models, covering objects, lighting, camera settings, composition, and style.

Query a pre-indexed codebase via CLI to understand structure, find symbols, assess change impact, debug failures, and evaluate PR risk.

Reimplements DnaSP 6 for population genetics analysis of aligned DNA sequences, including nucleotide diversity, haplotype statistics, neutrality tests, linkage disequilibrium, recombination, mismatch distribution, InDel polymorphism, between-population divergence, outgroup-based tests, HKA test, McDonald-Kreitman.

Generates copyable scientific figure prompts from research documents, papers, and reference images for AI illustration models.

Builds, refines, tests, or validates a CLI-Anything harness for a GUI application or source repository, producing a stateful Click CLI with JSON output and REPL mode.

Operate professional paid advertising across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, Apple, Amazon, Reddit, Pinterest, Snapchat, and X. Supports account intake, source-grounded audits, strategy, budget and measurement planning, creative production, experiments, reporting, monitoring, and explicitly.

Generates high-quality prompts for AI image, video, and music generation platforms, with optional browser automation to submit them to target sites.

Produces a complete narrated, subtitled, scored explainer video from a single topic prompt using a six-stage pipeline with script, voiceover, keyframes, animation, music, and local assembly.

Provides a discovery stub for the Wren CLI, a semantic SQL layer over 22+ databases, with commands to install, set up, connect data sources, generate MDL projects, enrich context, and deploy GenBI dashboards.

Backtests quantitative trading strategies across 9 engines and 25 data sources, analyzes trade journals, and runs multi-agent research teams.

Queries live affiliate program data from openaffiliate.dev, including program search, commission comparison, cookie days, and top performers, via a persistent local daemon with caching.

Controls a Chrome browser through the AIPex extension and MCP bridge, enabling navigation, clicking, form filling, screenshots, tab management, and content downloads.

Collaborates with the Yansu desktop app via its bundled CLI to summarize activity, search memories, and hand off jobs.

Drives a real desktop GUI as a fallback when APIs, CLIs, file edits, and browser automation are unavailable, letting agents click, type, read the screen, and control apps across Windows, macOS, and Linux.

Analyzes runtime history to identify failures and inefficiencies, then autonomously writes improvements using a protocol-constrained evolution engine. Communicates with EvoMap Hub via a local Proxy mailbox.

Identifies recurring patterns across three or more domains to extract universal principles and apply them to new contexts.

Find a unifying insight that eliminates multiple components, collapsing complexity by abstracting common patterns.

Forces unrelated concepts together to spark novel solutions and uncover emergent properties.

Flip core assumptions to reveal hidden constraints and alternative approaches by asking what if the opposite were true.

Identify the type of problem you're stuck on and dispatch to the appropriate problem-solving technique.

Tests approaches at extreme scales to reveal fundamental limits and strengths hidden at normal scales.

Breaks complex problems into iterative reasoning steps with revision, branching, and dynamic scope adjustment for multi-stage analysis and planning.

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Automates browser interactions and testing with Playwright, including form filling, screenshots, responsive checks, and login flows, with automatic dev server detection.

Provides structured techniques for breaking through stuck points in problem-solving, including collision-zone thinking, inversion, pattern recognition, and simplification.

Guides backend development across API design, authentication, security, performance, architecture, and testing, with decision guides and defaults for production-ready systems.

Generates an IEEE 830 software requirements specification from raw client input, guiding users through structured clarification rounds and producing a compliant document.

Designs system architecture, selects technology stack, creates ERD and sequence diagrams, and documents ADRs from BA artifacts, then declares a design freeze.

Turns raw client requirements into an IEEE 830 software requirements specification through structured clarification and gap analysis.

Runs a structured, multi-round brainstorm to capture actors, features, scope, constraints, and business rules for a project before writing a spec.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Create text-based diagrams with Mermaid.js v11 syntax, covering flowcharts, sequence diagrams, class diagrams, and more. Convert to SVG, PNG, or PDF via CLI, or embed in web pages with JavaScript.

Guides a structured brainstorm that surfaces user ideas, explores directions, and produces a spec and report for later planning.

Guides a structured requirements pipeline from topic intake through brainstorming, spec writing, planning, user review, SRS generation, validation, and improvement reporting.

Guides a structured software requirements specification workflow from topic intake through brainstorming, spec writing, planning, review, SRS generation, validation, and improvement reporting.

Creates a machine-readable phased JSON plan bundle from a spec or feature description, producing a compact master manifest plus per-phase step files for resumable execution.

Validates generated SRS documents against IEEE 830-1998, fixing errors and reporting warnings.

Generates a complete IEEE 830-compliant software requirements specification from approved plan files, producing one file per section with no word limit.

Enforces code review practices: receiving feedback with technical rigor, requesting reviews via /code-review, and verifying before claiming completion.

Generates a candid improvement report for a software requirements specification, covering deferred features, technical risks, FR refinements, NFR gaps, validation warnings, and process recommendations.

Audits code quality against a shared contract, producing structured findings and blocking pipeline phases on critical issues without modifying code.

Derives a comprehensive test plan from user stories and acceptance criteria, then writes unit, integration, and end-to-end test cases. Flags issues in prior artifacts and declares UAT readiness.

Scans the projects/ directory and reports the pipeline phase completion status for each Virtual Team project, including validation errors and QA verdicts.

Generates backend source code files, .env.example, and pr-description.md from BA, TechLead, and PM artifacts, following a configurable seniority level.

Reviews all pipeline artifacts from a virtual software team and produces quality, compliance, and sign-off reports with an advisory release verdict.

Reads BA and TechLead artifacts to produce a sprint plan, task breakdown, and story point estimates, creating one tracked todo per sprint task for live pipeline tracking.

Generates frontend source code files and a PR description from BA, TechLead, PM, and BE artifacts, following a level-based implementation plan.

Analyzes requirements and produces four artifact files: requirements.md, user-stories.md, acceptance-criteria.md, and business-rules.md, with optional loading from SRS workflow artifacts.

Turns a brainstorm document into a comprehensive, structured software requirements specification with no word limit.

Saves all project context to _context/ files so future sessions can resume without re-reading the full SRS.

Reads a project spec and writes one detailed plan file per SRS section, producing a complete blueprint for SRS generation.

Runs and writes tests for a project, supporting unit, integration, and end-to-end scopes, plus two-pass TDD orchestration with quality-gate checks and regression sweeps.

Guides a structured planning pipeline for coding tasks, from scoping and research to plan creation, review, and handoff.

Implements code features phase by phase from a JSON or Markdown plan, with configurable unit-test and quality-gate choices, token-budgeted execution, and resumable state.

Compresses responses to terse, fragment-style output while preserving code, errors, and technical terms, activating on brief-mode requests or trigger tokens.

Runs a structured bug-fix pipeline: scouts evidence, diagnoses root cause, applies minimal fixes, and reviews before committing.

Orchestrates a full software delivery pipeline by sequentially loading and executing seven role-specific skills (BA, TechLead, PM, BE Dev, FE Dev, Tester, QA/QC), managing project configuration, task tracking, and gate checks.

Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.

Creates walkthrough videos from Stitch app designs using Remotion, with smooth transitions, zoom effects, and text overlays.

Guides engine selection and platform-specific principles for PC and console game development, covering Steam integration, controller support, and performance optimization.