Design thinking for building systems with Claude Code. Covers hooks, daemons, agent pipelines, skills, multi-agent systems, and autonomous operations. Synthesized from Anthropic's agent research, AutoAgent, Boris Cherny's workflow, and production experience. The core finding: the bottleneck is harness design, not model capability.
Plugin effective-claude from marketplace human-frontier-labs-marketplace in Human-Frontier-Labs-Inc/human-frontier-labs-marketplace. Commands read from the repo's manifest — 9 days ago.
effective-claudeDesign thinking for building systems with Claude Code. Use when building hooks, daemons, agent pipelines, skills, multi-agent systems, background automations, or any system where Claude Code components connect. Also use when the task involves autonomous agents, scheduled tasks, or any pipeline where
Peer discovery and messaging between Claude Code sessions. UCAN-authenticated, multi-machine, push-delivered. Sessions see each other, send messages, share context automatically. Auto-installs the correct platform binary from GitHub releases on first use.
1 skill · 5 commands · 1 MCP server · hooks
Idiomatic Go architecture and design. Teaches Claude the five design instincts that separate Go code from translated Java/Python: zero-value construction, consumer-defined interfaces, embedding over inheritance, typed constants, and stdlib-first development. Proven: 10% to 60% interface usage rate, non-coder with skill beats CS-dev without.
1 skill · 1 agent
Set up and use the OpenCode 'zen' model harness in any project — route agent work to cheaper models by capability (fast=kimi-k2.6, reasoning-heavy/code-generation=glm-5.2) to save Claude's token budget, with Claude orchestrating and validating. One-command setup writes ~/.config/vinay-agent/config.toml and tests both models end-to-end; ask.sh calls a profile; /opencode-harness command included. Built by dogfooding — measured routing findings included. Use when integrating OpenCode, offloading reasoning/codegen to a cheap endpoint, or deciding which model a task should go to.
1 skill · 1 command
Automates Bubble Tea TUI design by analyzing requirements, mapping to appropriate components from the Charmbracelet ecosystem, generating component architecture, and creating implementation workflows. Use when designing terminal UIs, planning Bubble Tea applications, selecting components, or needing design guidance for TUI development.
1 skill
Expert Bubble Tea maintenance and debugging agent specializing in diagnosing issues, applying best practices, and enhancing existing Go/Bubble Tea TUI applications. Helps developers maintain, debug, and improve their terminal user interfaces built with the Bubble Tea framework.
1 skill
Meta-skill for building Claude skills that measurably improve output. Gather canonical docs (pith) -> detect where the model drops the ball one-shot AND multi-turn -> distill only the gap -> validate with a blind 4-cell benchmark and a multi-turn drift test. Use when creating/improving a skill, turning docs into a skill, or deciding whether a skill is worth building. Proven: a skill prevented multi-turn drift 13-0 across two stacks.
1 skill
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications
5 skills · hooks
Cross-session memory and token savings for coding agents.
6 skills · 1 agent · 1 MCP server · hooks
Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.
1 MCP server
AI memory system — mine projects and conversations into a searchable palace. 47 MCP tools, auto-save hooks, guided setup.
3 skills · 6 commands · 1 MCP server · hooks
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