peft-fine-tuning enables parameter-efficient adaptation of 7B-70B models using LoRA, QLoRA, and 25+ methods, reducing trainable parameters to <1% while fitting on consumer GPUs. covers ranked configuration, multi-adapter serving, and integration with trl/axolotl/vllm.

api-design covers extend-only principles for stable public apis, including source/binary/wire compatibility, deprecation patterns, versioning strategy, and automated approval testing to catch breaking changes.

huashu-speech-coach applies patrick winston's mit presentation methodology to audit and improve talks, videos, and slides across eight core techniques including opening promises, cycling concepts, and closing patterns.

security-pen-testing covers offensive vulnerability discovery across web apps, apis, and infrastructure through systematic owasp top 10 audits, static analysis, dependency scanning, secret detection, and responsible disclosure workflows with structured reporting.

type-design-performance covers sealed classes, readonly structs, static pure functions, deferred enumeration, and collection design patterns to optimize .net runtime behavior and api contracts.

next-browser is a playwright-backed cli tool for inspecting and profiling next.js pages in a real browser, with commands for ssr locking, ppr shell analysis, react render profiling, and perf metrics collection.

tabletopkit enables multiplayer spatial board games on visionOS with automatic state synchronization, physics-based dice, equipment hierarchies, and group activities integration. covers table setup, piece interaction, seat management, and realitykit rendering.

motion-design provides a systematic framework for UI animation with decision trees, motion archetypes, timing tables, and choreography rules. covers emotional intent, property selection, easing conventions, and multi-element coordination with extensive reference materials.

pull fetches origin/main and merges it into the current branch with structured conflict resolution guidance, preferring zdiff3 merge style for clarity and requiring explicit intent analysis before accepting either side.

design-orchestration routes design workflows through mandatory brainstorming, risk-based escalation to multi-agent review, and execution readiness checks, blocking implementation until validated designs pass all gates.

asc-workflow enables repo-local multi-step automation through .asc/workflow.json, with step outputs, conditional execution, parameter passing, and resumable runs. includes validation, dry-run preview, and nested workflow calls.

lorem-ipsum generates placeholder text via a bundled python script with flexible sizing and formatting options. supports paragraphs, word counts, character limits, token estimates, structured content with headings and lists, and multiple output formats.

microservices-architect guides decomposition of monoliths into independently deployable services using domain-driven design, with explicit validation checkpoints for data ownership, communication patterns, resilience, observability, and deployment strategies.

finishing-a-development-branch verifies test status, presents four concrete options for integrating completed work, and executes the chosen path with appropriate cleanup, handling both local merge and pull request workflows.

cobrapy enables constraint-based metabolic modeling through flux balance analysis, gene knockouts, flux sampling, and minimal media calculations. supports sbml, json, yaml model formats and provides context managers for safe temporary modifications.

memory-ingest converts unstructured external input (transcripts, documents, logs) into structured knowledge graph entities. parses content, extracts and deduplicates entities, gathers user approval, creates linked source notes and entity records with observations and relations.

bigcode evaluation harness benchmarks code generation models across 15+ datasets including humaneval, mbpp, and multipl-e with pass@k metrics. covers single and multi-language evaluation, instruction-tuned models, and model comparison workflows.

create-docs generates production-ready nuxt-based documentation sites by analyzing project structure, detecting package managers and monorepo layouts, then scaffolding themed content with built-in mcp and llms.txt support.

tamagui covers cross-platform react ui development with typed styled components, token-based design systems, and a build-time compiler for performance. includes patterns for theming, responsive layouts, animations, and compound components.

rtk-tdd covers rust test-driven development workflow using red-green-refactor cycles, with idiomatic patterns for unit testing, error handling, and pre-commit validation gates.

shadertoy covers glsl es fragment shader development for procedural graphics and webgl effects, including coordinate systems, ray marching, noise patterns, color palettes, and multi-pass rendering with practical debugging and optimization strategies.

sentry-create-alert provisions workflow-based alerts via sentry's beta api, supporting email, slack, pagerduty, and other integrations with conditional logic and multi-action workflows.

chief-of-staff routes founder questions to c-suite roles based on complexity scoring, coordinates board meetings for irreversible decisions, and surfaces advisor disagreements without smoothing conflict. routes to 28 downstream skills with loop prevention and decision logging.

gws-install provisions the google workspace cli on a new machine by importing existing oauth credentials, then authenticates and loads 90+ agent skills. prerequisite is client_secret.json from prior setup.

develop-web-game provides a structured iteration loop for html/js games using playwright-based testing, screenshot validation, and deterministic time control to catch bugs in small increments.

botchan is a cli for onchain agent messaging on base blockchain. agents explore feeds, post updates, send direct messages, and store data permanently without signup or central infrastructure.

ln-721-frontend-restructure handles react project scaffolding and monolith-to-components migration via two distinct modes. scaffold generates minimal vite+typescript starter files. restructure applies ordered transformations (analyze, plan, execute, verify) to extract types, constants, hooks, and ui components into feature folders with updated imports.

integrate-atlas-chat provides a structured integration path for adding streaming atlas agent chat to flows apps, with explicit file copying, dependency installation, and component scaffolding requirements.

flutter-architecting-apps prescribes a three-layer (ui, logic, data) structure for flutter projects with unidirectional data flow, single source of truth, and reactive state management. covers layering patterns, service/repository separation, viewmodel binding, and feature workflow.

agent-development covers building autonomous subprocesses in claude code plugins using yaml frontmatter, system prompts, and triggering conditions. it specifies required fields, design patterns for system prompts, and validation rules to create multi-step independent agents.

railway-database deploys postgres, redis, mysql, or mongodb templates into railway projects. checks for existing databases first, then provisions with volumes and connection variables. connects services via reference syntax or manual wiring.

memory-tasks enables structured task management within basic memory's schema system. tasks persist as queryable notes through context compaction, supporting multi-step work tracking, resumption after memory loss, and explicit blocker/context capture.

orchestrate-batch-refactor coordinates parallel analysis and execution of large codebase changes by decomposing scope into dependency-aware work packets, synthesizing a single plan, and isolating worker agents to prevent merge conflicts.

ab-test-setup guides users through hypothesis-driven experiment design, from baseline assessment and sample size calculation through variant implementation, execution discipline, and result interpretation. covers statistical rigor, common pitfalls, and metric selection for marketing and product tests.

git-advanced-workflows covers interactive rebase, cherry-picking, bisect, worktrees, and reflog with practical multi-step workflows. structured for history cleanup, bug hunting, and mistake recovery across collaborative scenarios.

init scaffolds a playwright testing environment by detecting the project framework, generating config files tailored to react/next/vue/angular, creating folder structure and ci workflows, then running the first test to verify setup.

deploying-airflow covers three distinct deployment paths: astro cli for managed operations, docker compose for local and dev environments, and kubernetes helm charts for production orchestration. includes ci/cd patterns and configuration examples.

llvm covers ir generation, optimization pass execution, lowering to assembly, and ir inspection. provides numbered workflows with command examples and reference tables for passes and constructs.

grepai-storage-gob documents GOB binary serialization as GrepAI's default local storage backend, covering single-file indexing, performance characteristics up to 10K files, and migration paths to distributed backends.

wordpress-plugin-core teaches secure plugin development across three architecture patterns (simple, OOP, PSR-4) with 29 documented vulnerability prevention patterns, real CVE examples, and breaking change guidance for WordPress 6.7-6.9.

codeql performs interprocedural security vulnerability scanning across eight languages using data flow analysis, database quality checks, and custom query suites to avoid silent result filtering.

release handles the full pipeline from code readiness through tagged commit and ci verification, including changelog generation, version bumps, and dry-run validation before publishing.

kanchi-dividend-review-monitor detects abnormal dividend-risk signals across holdings via t1-t5 triggers and routes findings into deterministic ok/warn/review states for human validation before any position action.

security-scan detects code vulnerabilities across owasp top 10, secrets, and misconfigurations with multiple scan modes and configurable severity thresholds. pattern-based detection covers injection, crypto weaknesses, and hardcoded credentials with actionable remediation guidance.

workflow-init scaffolds vercel workflow sdk setup by detecting the user's framework, fetching the appropriate getting-started guide, and walking through install, config, and verification steps before handing off to versioned docs.

ast-grep enables structural code search via abstract syntax tree matching. the skill guides users through query clarification, example code creation, rule writing, testing, and codebase scanning with practical yaml patterns and cli commands.