Design Assessment
WHAT - Evidence-based design-unit assessment orchestrated by project-assessment. Evaluates visual hierarchy, UX friction, interaction, a11y, responsiveness, design-system compliance, and distinctiveness with severity/confidence evidence citations. Reuses project-assessment-evidence semantics — no second framework.
Agentic Workstation
AI-native developer workstation baseline — 48+ skill packs, sub-agents, MCP templates, and loop engineering primitives for Claude Code, opencode, Cursor, Copilot, and Gemini CLI
Gh Contribution Planner
Daily GitHub contribution planner — analyzes the gh-logged-in user's non-archived repos (owned
Epic
WHAT - Draft and review epics using the Best Practices Epic Template; includes objectives,
Incident
WHAT - Draft and review incident reports and RCA notes using Incident Management guidance;
Docs Generator
WHAT — Generate or update documentation from code: README.md from repo structure, CHANGELOG.md
Github Cli Workflow
HOW — GitHub CLI (gh): push branch, create draft PR with title/body from template or file;
Prd
WHAT — Draft and review a Product Requirements Document (PRD) using the template. Business-level
C4 Model
WHAT — C4 model methodology (Context, Container, Component, Code) guidance — what to draw at each level, when, and how to render C4-inspired diagrams via Mermaid (PlantUML/Structurizr optional advanced). Methodology not renderer.
Onboarding
Getting started guide for new users. Walks through setup validation, the skill/agent hierarchy,
Adr
WHAT — Create and maintain Architecture Decision Records (ADRs) per the process. Covers when
Dbt Validation
HOW — Run dbt checks as documented in the target repo (parse, compile, test, selective run).
Inventory
Discover installed skills, agents, loops, and platform capabilities via agent-toolkit inventory,
Planning
WHAT - Planning, estimation, task breakdown, and iteration capacity fallback based on Best
Frontend Design Review
>
Figma Implement Design
Translates Figma designs into production-ready application code with 1:1 visual fidelity.
Figma Code Connect Components
Connects Figma design components to code components using Code Connect mapping tools. Use
Figma Create New File
Create a new blank Figma file. Use when the user wants to create a new Figma design or FigJam
Playwright Cli
Drive a real browser from the terminal using the Playwright CLI (snapshot, click, fill, screenshots,
Decision Log
WHAT - Capture lightweight project, product, or operational decisions that do not require
Gitlab Cli Workflow
HOW — GitLab CLI (glab): push branch, create draft MR with title/body; fallback untracked
Linear
Manage Linear issues, projects and cycles via the Linear MCP server. Use when the user wants
Agent Toolkit
🛠️ Composable AI agent toolkit — skills, agents, loops, and MCP templates for Claude Code, Cursor, OpenCode, Copilot, Windsurf, and Pi
Megalinter
MegaLinter coding-agent orchestration — discover config, run/check (CI watch or local Docker), classify findings, apply safe fixes, targeted re-check (bounded 3 iterations), report remaining. Consumes official oxsecurity/megalinter skills externally pinned at v10.0.0.
Pr Fallback
WHAT — When the repo has no GitHub PR template, structure the pull-request body using the
Meeting Minutes
WHAT - Create structured meeting minutes from notes or transcripts using meeting templates,
Output Handshake
WHAT — Default gate for any deliverable: confirm where the final artifact will be stored
Design Improvement
WHAT - Browser-grounded iterative design improvement. Consumes design-assessment findings, defines direction, prioritizes safe vs ambiguous changes, implements within existing design system, runs app, captures rendered evidence via browser, reviews and iterates. Reuses evidence model — no new scoring framework.
Figma Create Design System Rules
Generates custom design system rules for the user's codebase. Use when user says "create
Gh Fix Ci
Diagnose failing GitHub Actions checks on a PR via gh, summarize the failure context, propose
Mcp Audit
MCP config + implementation security audit — config secrets/auth, unpinned versions, remote vs local, OAuth, env exposure; implementation command injection, SSRF, unsafe args, tool poisoning. Static, evidence-cited.
Clickup Cli
ClickUp CLI for managing tasks, sprints, comments, statuses, and Docs. Use when the user
Llm Cost Advisor
WHAT — Recommend the most cost-effective LLM provider for a given task type. Shows estimated
Gh Address Comments
Triage and address open GitHub PR review and conversation comments using the gh CLI. Use
Codeql
CodeQL operational workflow — discover/config, run/inspect, triage SARIF findings (rule/query ID, source→sink, evidence), remediate, re-validate. Distinguishes broad MegaLinter linting from semantic security analysis.
Bug
WHAT - Draft and review bugs using the Bug Template; classifies whether an issue should be
Mermaid
WHAT — Mermaid diagrams from text (flowchart, sequence, class, state, ER, gantt, gitGraph) — Markdown-native, Git-native, MIT. Primary renderer for architecture pack; renders via GitHub native or mermaid CLI (mmdc) to SVG/PNG.
Management Unit Assessment
WHAT - Evidence-based management unit assessment for governance, delivery, collaboration,
Mcp
Configure and manage MCP providers for Agent Toolkit — setup, list, doctor, and per-tool
Assistant
Assistant — on any repo, scan README→docs→AGENTS→CONTRIBUTING→PR templates→task runners→devcontainer→CI→configs
Herdr
Manage Herdr workspaces, tabs, and panes for Agent Toolkit swarms with eager windows, shell-aware
Dev Companion
WHAT — Dev Companion (general): layered companion for client delivery; modes, gates, delegation
Cloud Design Patterns
WHAT — Vendor-neutral distributed cloud patterns (Retry, Bulkhead, Circuit Breaker, CQRS, Event Sourcing, etc.) abstracted from AWS/Azure/GCP sources — when to apply, tradeoffs, mapping to AWS/GCP/Azure primitives. Offline checklist, no live account required.
Aws Well Architected Review
WHAT — AWS Well-Architected Framework review (6 pillars) — operational excellence, security, reliability, performance, cost, sustainability + WAR process. Checklist for workload evaluation on AWS; complementary to official AWS MCP for live account data.
Figma
Use the Figma MCP server to fetch design context, screenshots, variables, and assets, and
Loop Runner
Execute and manage loop engineering primitives (init, run, status, audit) from an AI coding
Chrome Devtools
Use Chrome DevTools MCP to control and inspect a live Chrome instance for network, console, performance, rendering, and Deep debugging. Pairs with playwright-cli (deterministic interaction/E2E) — complements, not duplicates.
Jupyter Notebook
Create, scaffold, or refactor Jupyter notebooks (.ipynb) for experiments and tutorials. Prefer
Development Workflow
WHAT - Default development workflow, task lifecycle, DoR, DoD, validation, and evidence model
Agreement
WHAT - Capture explicit agreements, terms, parties involved, dates, validity, and linked
Owasp Agentic Review
OWASP-mapped agentic security review — prompt injection, tool poisoning, identity, excessive agency, credential exposure, supply-chain, insecure output handling, overreliance, data leakage, insecure plugin/MCP design. Evidence-cited, severity-ranked.