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existential-birds avatar

Langgraph Code Review

existential-birds/beagle
884 installs75 stars
Summary

This is a sequenced code reviewer that catches LangGraph footguns before they bite you in production. It walks through five gates: locating graph code, mapping state schemas for missing reducers, tracing persistence config, citing every finding with line numbers, then running a full checklist. The patterns it flags are specific and battle tested: mutating state instead of returning partials, forgetting Annotated reducers on list fields, using interrupts without a checkpointer, missing thread_id in config, orphaned nodes, async/sync mismatches. It also checks tool integration gotchas like parallel tool calls before interrupts. Use this when reviewing any StateGraph code, especially before deployment. The sequential gate structure keeps it from going off half-cocked with vague complaints.

Install to Claude Code

npx -y skills add existential-birds/beagle --skill langgraph-code-review --agent claude-code

Installs into .claude/skills of the current project.

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CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
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Plug Mailtrap into your AI workflow and let it handle the email.
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Agent, run crypto. Access onchain data & trade routes via 1inch.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
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Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Categories
Git & Pull RequestsCode Review & QualityAI & Agent Building
View on GitHub

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