workflowstacks
ai-agent

cocoindex: Long Horizon Agent Insights

Get incremental engine power for long horizon agents with cocoindex, for founders building AI agents.
11,132 stars860 forksRustGuide quality 9/10Updated 7/30/2026100% free · open source
What it does

Cocoindex provides an incremental engine for long horizon agents, allowing founders to build AI agents with enhanced power and efficiency

When to use it
  • •Building autonomous agents that require prolonged operation
  • •Developing AI systems that need to learn from experience over time
  • •Creating agents that must adapt to changing environments or conditions
Ready-to-paste prompt
cargo run --example basic_agent -- -c config.toml
Heads up: Ensure you have the latest version of Rust installed (1.64 or higher) to avoid compatibility issues with Cocoindex
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/cocoindex && curl -fsSL https://workflowstacks.com/api/skills/cocoindex/claude-skill -o ~/.claude/skills/cocoindex/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 cocoindex: Long Horizon Agent Insights works
Codeflow
Free to inspect

Cocoindex: Long Horizon Agent Insights is a very large Rust project (~119k lines across 424 code files, plus 171 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, Apache-2.0 license, has a test suite.

Size
Very large codebase
~119k lines · 424 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
Rust · Python
No API keys detected
Rust 51%Python 48%
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
    Cargo.toml
    Dependencies and the commands it exposes
  4. 4
    skills/cocoindex/SKILL.md
    Inside skills/ — an example of what the AI is told to do
  5. 5
    examples/AGENTS.md
    A worked example — copy this to get going
What's in each folder
skills/Prompts, skills & agent definitions6 files
examples/Examples you can copy413 files
docs/Documentation168 files
rust/Folder243 files
python/Folder231 files
dev/Folder21 files
benchmarks/Evaluations & benchmarks20 files
.github/CI / automation (GitHub Actions)15 files
READMEHas testsDocumentedCI checksExamples includedApache-2.0 licenseUpdated this month
Quick Actions
Details
Creator
cocoindex-io
Language
Rust
Category
ai-agent
Published
3/3/2025

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