ai-agent

Infer: Improve Code Quality

Get static code analysis for Java, C, C++, and Objective-C with Infer, a tool for startup founders
15,662 stars2,098 forksOCamlGuide quality 9/10Updated 7/23/2026100% free · open source
What it does

Infer is a static analyzer that automatically checks for bugs in Java, C, C++, and Objective-C code, helping developers catch issues before they cause problems.

When to use it
  • When you're working on a large codebase and want to identify potential issues before they become bugs
  • When you're integrating third-party libraries and want to ensure they don't introduce security vulnerabilities
  • When you're refactoring code and want to verify that changes haven't introduced new errors
Ready-to-paste prompt
infer run --project-name myandroidapp --incremental --bugkind NULL_DEREFERENCE
Heads up: Make sure you have opam (the OCaml package manager) installed before attempting to install Infer, as it is required to manage dependencies
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/infer && curl -fsSL https://workflowstacks.com/api/skills/infer/claude-skill -o ~/.claude/skills/infer/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Infer: Improve Code Quality works
Codeflow
Free to inspect

Infer: Improve Code Quality is a very large OCaml project (~291k lines across 1086 code files, plus 2012 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, MIT license, has a test suite.

Size
Very large codebase
~291k lines · 1086 code files · days to read — use, don't read
Setup
Developer setup
A real software project. Use it via its install path; don't expect to read it all.
Runs on
OCaml
No API keys detected
OCaml 70%Java 6%C++ 6%LLVM 4%Objective-C 3%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    AGENTS.md
    The instructions the AI actually follows
  3. 3
    infer/annotations/README.md
    Inside infer/ — the main logic begins here
  4. 4
    examples/Hello.java
    A worked example — copy this to get going
What's in each folder
infer/Core code — the actual logic4783 files
examples/Examples you can copy84 files
website/Project website10174 files
dependencies/Folder1087 files
scripts/Helper scripts7 files
m4/Folder6 files
opam/Folder6 files
READMEHas testsDocumentedCI checksExamples includedMIT licenseUpdated this month
Quick Actions
Details
Creator
facebook
Language
OCaml
Category
ai-agent
Published
1/26/2015

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