You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels.
Run end-to-end web quality audits with Playwright and Lighthouse using existing project scripts first. Use when the user says /tester, e2e test, smoke test, Playwright audit, Lighthouse audit, performance audit, accessibility audit, dark mode audit, mobile audit, or asks for 100/100 Lighthouse improvement guidance.
Jobgru pipeline Phase 1 — coordinate parallel job-board researchers to find and verify the user-requested count of unique jobs (LinkedIn has no per-run job cap; LeadGru is capped at 5 people + company people page), deduplicate against the Job Applications Google Sheet, append rows via scripts/sheetswrite.py, then…
Disciplined plan-build-verify loop for implementing a feature or change. Use when building something new or modifying existing behavior, especially across multiple files.
Maintains and extends the scaffold-agent npm CLI that generates onchain AI agent monorepos (Foundry/Hardhat + Next.js/Vite/Python), including -y flags, agent.json --from-config, --dump-config, --swarm, Shroud/1claw, and embedded Next/Vite templates. Use when editing this repository, changing CLI behavior or templates…
Orchestrate the full enterprise software planning methodology. Activates the 8-phase planning cycle for mission-critical, high-availability, and enterprise-grade systems. Integrates Method Modular Design (Core + Packs) with PDCA-T quality cycle.
Turn a high-level concept and a high-level architecture into a conceptual set of interfaces, domain models, implementations, and their relationships. Use when the user describes what a project should do plus a rough architecture and asks for the interfaces/classes/traits to implement, a target/goal architecture, an…
End-to-end maintainer loop for any Decky plugin on Steam Deck: build/deploy via MCP, watch-deploy, BPM vs Gaming Mode testing, screenshots, optional log tunnel, and when to use decky-screenshot-ingest. Use when changing src/, main.py, plugin.json, or closing Deck-facing UI/RPC work.
Design, run, and analyze A/B tests (controlled experiments) using Ronny Kohavi's methodology and Gibson Biddle's DHM trade-off analysis. Use when the user needs to plan an experiment, choose metrics (OEC), evaluate statistical significance, assess sample size requirements, avoid common experimentation pitfalls, or…
Runs the named product delivery lifecycle for new ideas, major changes, resumption, remediation, or closure only when the user explicitly invokes /launch-pipeline or requests this named workflow.
Applies mmchong-style project governance from the mmchong-init skill bundle: AGENTS.md and hierarchical index.md conventions, Cursor hooks under .cursor/, harness/ task/memory layout, validation scripts under scripts/, and git pre-commit wiring. Use when bootstrapping a repo, syncing governance from mmchong-init…
Coordinates a subagent workflow where a worker implements a development task, a code reviewer audits the result for critical errors, flaws, and optimization opportunities, and then the worker iterates to apply the reviewer’s optimization suggestions. Use when the user requests implementation or other development work…
Conduct finance-first literature reviews, related-literature sections, and research synthesis. Use when the user asks for a literature review, related literature section, annotated bibliography, gap map, journal-targeted reading list, finance/macro-finance paper scan, corporate finance or asset-pricing synthesis…
Implements new Agent Skills for the project. Identifies the AI coding tool (Cursor, Claude Code, Gemini CLI), ensures specification compliance, and provides specialized templates. Use when creating, authoring, or adding a new skill, or when the user asks about Agent Skills format or SKILL.md.
Search shared CORE and installed extension context with the core-context MCP. Use when a request depends on shared conventions, extension-specific guidance, product context, QA context, support context, or another installed CONTEXT document.
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: