Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/spencermarx/open-code-review/hooks-automationnpx skills add spencermarx/open-code-review --skill hooks-automationgit clone --depth 1 https://github.com/spencermarx/open-code-reviewWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/spencermarx/open-code-review/hooks-automation)<a href="https://agentmods.dev/skills/spencermarx/open-code-review/hooks-automation"><img src="https://agentmods.dev/badge/skills/spencermarx/open-code-review/hooks-automation.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00046 | $0.07560 |
| Opus 5 | $0.00023 | $0.03780 |
| Sonnet 5 | $0.00009 | $0.01512 |
| Haiku 4.5 | $0.00005 | $0.00756 |
Grade C, and why
Hooks Automation scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
npx claude-flow hook pre-bash -c "rm -rf /tmp/cache" This is a copy
100% identical to Hooks Automation — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 1,202 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Hooks Automation
Intelligent automation system that coordinates, validates, and learns from Claude Code operations through hooks integrated with MCP tools and neural pattern training.
What This Skill Does
This skill provides a comprehensive hook system that automatically manages development operations, coordinates swarm agents, maintains session state, and continuously learns from coding patterns. It enables automated agent assignment, code formatting, performance tracking, and cross-session memory persistence.
Key Capabilities:
- Pre-Operation Hooks: Validate, prepare, and auto-assign agents before operations
- Post-Operation Hooks: Format, analyze, and train patterns after operations
- Session Management: Persist state, restore context, generate summaries
- Memory Coordination: Synchronize knowledge across swarm agents
- Git Integration: Automated commit hooks with quality verification
- Neural Training: Continuous learning from successful patterns
- MCP Integration: Seamless coordination with swarm tools
Prerequisites
Required:
- Claude Flow CLI installed (
npm install -g claude-flow@alpha) - Claude Code with hooks enabled
.claude/settings.jsonwith hook configurations
Optional:
- MCP servers configured (claude-flow, ruv-swarm, flow-nexus)
- Git repository for version control
- Testing framework for quality verification
Quick Start
Initialize Hooks System
# Initialize with default hooks configuration
npx claude-flow init --hooks
This creates:
.claude/settings.jsonwith pre-configured hooks- Hook command documentation in
.claude/commands/hooks/ - Default hook handlers for common operations
Basic Hook Usage
# Pre-task hook (auto-spawns agents)
npx claude-flow hook pre-task --description "Implement authentication"
# Post-edit hook (auto-formats and stores in memory)
npx claude-flow hook post-edit --file "src/auth.js" --memory-key "auth/login"
# Session end hook (saves state and metrics)
npx claude-flow hook session-end --session-id "dev-session" --export-metrics
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 1,202 lines · 46 tokens per session scan C 748868e06e46
Hooks Automation is a skill published in the GitHub repository spencermarx/open-code-review (355 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 46 tokens to every session and 7,560 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). It is 100% identical to Hooks Automation, differing in 0 lines, and is treated as a copy.
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