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cocoindex-io/cocoindex-claude

✨ CocoIndex Claude Code Skill ✨

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Version-pinned installation · Claude Code

git clone --filter=blob:none --no-checkout https://github.com/cocoindex-io/cocoindex-claude.git .hotskills/cocoindex-io-cocoindex-claude && git -C .hotskills/cocoindex-io-cocoindex-claude checkout --detach 589674c365262270299bb11b6fd6c08635d10ff7
# Copy each selected skill directory from .hotskills/cocoindex-io-cocoindex-claude into .claude/skills/<skill-name>/

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1skill in this repository

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Individual skills in this repository

cocoindex cocoindex

How it works

cocoindex

When your agent uses it

Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom functions, or operate flows via CLI or API. Covers building ETL workflows for AI data processing, including embedding documents into vector databases, building knowledge graphs, creating search indexes, or processing data streams with incremental updates.

What it loads into context

Frontmatter

74 tokens

Always available to the agent

SKILL.md

5,961 tokens

When the skill is activated

Reference documents

11,193 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Overview
When to Use This Skill
Flow Writing Workflow
Data Types
Custom Functions
Operating Flows
Built-in Functions
Common Sources and Targets
Common Issues and Solutions
Reference Documentation

Files

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references/custom_functions.mddoc13,690 bytes
references/flow_patterns.mddoc13,857 bytes

Read SKILL.md


# CocoIndex

## Overview

CocoIndex is an ultra-performant real-time data transformation framework for AI with incremental processing. This skill enables building **indexing flows** that extract data from sources, apply transformations (chunking, embedding, LLM extraction), and export to targets (vector databases, graph databases, relational databases).

**Core capabilities:**

1. **Write indexing flows** - Define ETL pipelines using Python
2. **Create custom functions** - Build reusable transformation logic
3. **Operate flows** - Run and manage flows using CLI or Python API

**Key features:**

View the complete source on GitHub

Skills included

cocoindex

Repository facts

License: Apache-2.0
Created: Oct 20, 2025
Last pushed: May 29, 2026
Forks: 10
Open issues: 1
Project activity: Slowing

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 42 notes

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No broad tool permissions
No dangerous shell commands
20 network referencesin 3 files: cocoindex/SKILL.md:26 cocoindex/references/api_operations.md:334 cocoindex/references/custom_functions.md:407
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18 references to secretsin 4 files: cocoindex/references/cli_operations.md:27 cocoindex/SKILL.md:116 cocoindex/references/custom_functions.md:378 and 1 more
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`cocoindex/SKILL.md`

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**For detailed documentation:** <https://cocoindex.io/docs/>

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**Search documentation:** <https://cocoindex.io/docs/search?q=url%20encoded%20keyword>

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**For installation details:** <https://cocoindex.io/docs/getting_started/installation>

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**For more LLM options:** <https://cocoindex.io/docs/ai/llm>

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1. **Combine elements from multiple patterns** - Mix and match sources, transformations, and targets creatively 2. **Review additional examples** - See <https://github.com/cocoindex-io/cocoindex?tab=readme-ov-file#-examples-and-demo> for di

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2. **Review additional examples** - See <https://github.com/cocoindex-io/cocoindex?tab=readme-ov-file#-examples-and-demo> for diverse real-world use cases (face recognition, multimodal search, product recommendations, patient form extractio

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# 2. Start a server and redirect users to CocoInsight cocoindex server -ci main # Then open CocoInsight at https://cocoindex.io/cocoinsight

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# Then open CocoInsight at https://cocoindex.io/cocoinsight

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**For comprehensive data types documentation:** <https://cocoindex.io/docs/core/data_types>

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**For more on custom functions:** <https://cocoindex.io/docs/custom_ops/custom_functions>

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**For CLI documentation:** <https://cocoindex.io/docs/core/cli>

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**For API documentation:** <https://cocoindex.io/docs/core/flow_methods>

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**Browse all sources:** <https://cocoindex.io/docs/sources/>

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**Browse all targets:** <https://cocoindex.io/docs/targets/>

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**For comprehensive documentation:** <https://cocoindex.io/docs/>

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**Search specific topics:** <https://cocoindex.io/docs/search?q=url%20encoded%20keyword>

`cocoindex/references/api_operations.md`

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@functools.cache def get_qdrant_client():     return QdrantClient(url="http://localhost:6334", prefer_grpc=True)

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return QdrantClient(url="http://localhost:6334", prefer_grpc=True)

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def __call__(self, entity_id: str) -> dict:         response = requests.get(

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Signal confidence: 38 facts

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Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Native	Manifest .claude-plugin/marketplace.json	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md cocoindex/SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md cocoindex/SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md cocoindex/SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md cocoindex/SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md cocoindex/SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

cocoindex-io/cocoindex-claude

History

cocoindex/SKILL.md

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Heat

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Individual skills in this repository

How it works

cocoindex

Frontmatter

SKILL.md

Reference documents

The playbook

Files

Skills included

Repository facts

Before you install

cocoindex/SKILL.md

cocoindex/references/api_operations.md

cocoindex/references/cli_operations.md

cocoindex/references/custom_functions.md

How the signals fit together

Works with

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`cocoindex/SKILL.md`

`cocoindex/SKILL.md`

`cocoindex/references/api_operations.md`

`cocoindex/references/cli_operations.md`

`cocoindex/references/custom_functions.md`