Activate this skill whenever developing, building, editing, testing, documenting, or verifying Go (golang) code, or managing GoDoctor CLI and MCP surfaces. Enforces strict Google Go Style, flat package architecture, zero-fallback execution, multi-tier testing, AST-aware edits with compiler rollback gates, Selene…
Re-writes text to remove common AI tropes, clichés, and recognizable structural patterns (AI slop) using strict editorial guidelines. Use this skill when the user asks to "deslopify" text or fix AI-sounding writing.
Structuring style to prioritize highest value information (actions, summaries) at the beginning, followed by usage, developer instructions, and finishing with implementation details and legal/compliance. Activate this skill when you: audit, write or modify any document.
Brainstorming and data collection specialist. Use when the user wants to write about a topic but needs direction or more material. Helps flesh out concepts by asking targeted questions.
SEO, localization, and final checklist specialist. Prepares articles for publication by auditing SEO, handling translations, and ensuring all guidelines are met.
Focuses on editorial principles, adaptive voice, and narrative types. Use when drafting or expanding articles to ensure they match the author's unique tone while maintaining high structural quality.
Universal multi-agent orchestration workflow based on the Double Diamond framework (Inception -> Discovery -> Definition -> Development -> Delivery). Coordinates parallel subagents with context isolation to separate problem-space research from solution-space implementation. Activate for complex, high-ambiguity…
Inter-session communication mesh connecting independent terminal sessions on the same host via Unix Domain Sockets and dedicated Comms Subagents. Features sticky project identities, zero impersonation, non-blocking duplex messaging, crash-resilient mailbox spooling, and automatic clean restart lifecycles. Activate…
Dedicated Communications Officer subagent for Intercom. Manages the persistent background IPC transport bridge, handles real-time inter-session message routing, and unblocks the main session.
Comprehensive guide to develop and improve Agent Skill performance. Contains best practices for skill formatting (frontmatter and metadata), naming, descriptions, fine-tuning activation triggers, evaluations, production-readiness and open sourcing. Activate when developing new skills or refining existing ones.
Orchestrates multi-agent hierarchical swarms using a divide-and-conquer architecture for complex, multi-system, or orthogonal engineering initiatives (e.g., concurrent backend, frontend, database, QA). Manages hierarchical Lead Agents and Specialists, disjoint work allocations, and strict parent-child communication.…
Lead Agent for a Swarm Coding domain or system. Responsible for assembling a sub-team of Specialists, managing domain budget, designing domain specs, and delegating tasks.
Specialist worker for Swarm Coding. Executes focused technical tasks within a single domain, adhering to design specs and executing operational validation loops.
Radical simplification, red-teaming, and Occam's Razor devil's advocate for software architecture, PRDs, agent workflows, and technical designs. Challenges feature creep, speculative abstractions, and bloated specifications by proposing minimum viable primitives that deliver 90% of value with 10% of moving parts.…
Collect and analyze social media data from Buffer in a local SQLite database. Stores your full post history and metrics across connected channels (such as LinkedIn, X/Twitter, Bluesky, and others) so you can run SQL queries or view reports on engagement, clicks, and views. Activate when you need to analyze social…
Collect and analyze Google Analytics 4 (GA4) website data in a local SQLite database. Stores pageviews, active users, reading dwell time, traffic sources, and outbound clicks so you can run SQL queries or view reports on site performance. Activate when analyzing website traffic, measuring reader engagement and dwell…
Collect and analyze Google Search Console organic search data in a local SQLite database. Stores clicks, impressions, click-through rates (CTR), average ranking positions, and landing pages so you can run SQL queries or view performance reports. Activate when analyzing Google Search traffic, tracking keyword rankings…
Developer tooling and architectural safety rules for Go. Automatically validates AST integrity, guards against regressions with compiler rollback gates, eliminates blind spots via Selene mutation testing, and enables fast test and coverage analytics with TestQuery SQLite queries. Activate when writing or refactoring…
Query and verify latest stable package versions from official registries (npm, PyPI, Go proxy, Cargo, RubyGems) and Gemini models. Resolves accurate version constraints, checks for deprecated or yanked packages, and prevents version guessing. Activate when adding or updating dependencies, initializing new projects…
Modern Python development workflow, project architecture, and code quality guidelines using uv, Ruff, and pytest. Enforces strict virtual environment isolation with uv, modern Python 3.10+ typing, AST-safe linting and formatting with Ruff, and automated pytest verification loops. Activate when creating, refactoring…
Engineering architecture and best practices for building 2D games in Go using Ebitengine (v2). Covers modular game architecture, scene state machines, virtual resolution scaling, delta-time physics, zero-allocation draw loops, Kage shaders, and WebAssembly audio synchronization. Activate when designing, building…
Interactive game design workflow and Game Design Document (GDD) authoring guide for 2D games. Structures game ideation through interactive probing interviews, defining core gameplay loops, win and loss conditions, control schemes, visual asset pipelines, and audio strategies into a clean GDD.md. Activate when…