Summary
This is a comprehensive hook system that intercepts Claude Code operations at key points to automate agent coordination, code formatting, and pattern learning. The pre-task hooks analyze your work description and auto-spawn the right swarm agents, while post-operation hooks format code and store patterns in memory for future sessions. It includes Git commit hooks with quality verification, session state persistence, and what they call neural pattern training that learns from successful coding patterns. The MCP integration ties into claude-flow, ruv-swarm, and flow-nexus servers. Most useful when you're running complex multi-agent workflows and want automatic agent assignment based on file types, or when you need session continuity across coding sessions. The syntax validation and conflict detection on pre-edit hooks are solid guardrails for preventing broken commits.
Install to Claude Code
npx -y skills add spencermarx/open-code-review --skill "Hooks Automation" --agent claude-codeInstalls into .claude/skills of the current project.
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
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Featured
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →Categories
First SeenJun 11, 2026
