cocoindex
Build CocoIndex Data Pipelines
Building incremental AI data pipelines requires coordinated sources, transformations, targets, and operations. This skill provides CocoIndex patterns for flows, custom functions, queries, and live updates.
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Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "cocoindex" from https://skillstore.io/skills/davila7-cocoindex.md and its manifest at https://skillstore.io/api/skills/davila7-cocoindex/manifest. Verify the artifact. Stop and obtain explicit user consent before installing or changing files.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "cocoindex". Index product manuals from a local directory for semantic search in Qdrant.
Expected outcome:
- Plan: Local document source, recursive text splitting, embedding generation, and Qdrant export.
- Operations: Configure credentials locally, evaluate sample output, set up the named flow, then run an incremental update.
Using "cocoindex". Extract people and relationships from reports into Neo4j.
Expected outcome:
- Schema: Typed person and relationship records with stable identifiers.
- Flow: LLM extraction, normalized collectors, separate node and relationship exports, and validation before update.
Using "cocoindex". Keep a code search index synchronized while limiting memory use.
Expected outcome:
The proposed flow uses file change capture, language detection, chunked embeddings, bounded in-flight rows and bytes, and monitored live updates.
Security Audit
High RiskMost detections are documentation artifacts: CocoIndex .eval methods are not code evaluation, and Markdown backticks are not shell execution. However, the skill explicitly solicits API key values and includes examples that can expose credentials through configurable endpoints, terminal output, or process arguments. Forced reset and drop guidance also needs mandatory safeguards.
Confirmed security concerns (3)
Capability review items (7)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Risk Factors
โก Contains scripts (5)
๐ Network access (16)
๐ Env variables (44)
๐ Filesystem access (2)
โ๏ธ External commands (50)
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https://skillstore.io/skills/davila7-cocoindex/audits/9?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
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<a href="https://skillstore.io/skills/davila7-cocoindex?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/davila7-cocoindex/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/davila7-cocoindex.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA ยท BibTeX ยท CFF)
APA citation
davila7. (2026). cocoindex security audit report (audit version 9) [Author version unspecified]. Skillstore. https://skillstore.io/skills/davila7-cocoindex/audits/9BibTeX citation
@techreport{davila7-davila7-cocoindex-2026,
author = {davila7},
title = {cocoindex security audit report (audit version 9)},
institution = {Skillstore},
year = {2026},
number = {9},
url = {https://skillstore.io/skills/davila7-cocoindex/audits/9},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "cocoindex security audit report (audit version 9)"
version: "unspecified"
type: report
authors:
- name: "davila7"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/davila7-cocoindex/audits/9"
identifiers:
- type: other
value: "skillstore:davila7-cocoindex:audit:9"
description: "Skillstore immutable audit report identifier"
Compare variants
2 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
89jobrien-cocoindex
2026-08-21
davila7-cocoindex
2026-08-21
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Index Internal Documents
Create an incremental document pipeline with chunking, embeddings, metadata, and a vector database target.
Build Knowledge Graphs
Extract typed entities and relationships from documents, then export nodes and edges to a graph database.
Operate Live Indexes
Evaluate, deploy, monitor, and troubleshoot flows that continuously synchronize changing sources with search targets.
Try These Prompts
Create a CocoIndex flow that reads [file types] from [directory], splits text, and exports records to [target]. Explain dependencies and required configuration.
Design a CocoIndex pipeline for [content] using [embedding provider] and [vector database]. Include metadata, chunk settings, primary keys, and an evaluation plan.
Create a typed CocoIndex custom function for [transformation]. Choose standalone or spec-executor form, explain caching, and define error handling without exposing secrets.
Architect a live CocoIndex flow from [sources] to [targets]. Include change capture, concurrency limits, reusable query transforms, observability, rollback, and production safeguards.
Best Practices
- Test transformations with evaluation before updating persistent targets.
- Store credentials locally in environment variables or a secret manager, and never place secret values in prompts.
- Confirm target scope and create backups before reset, drop, or schema-changing operations.
Avoid
- Do not request API key values in conversation or print environment file contents.
- Do not run reset or drop commands without explicit confirmation and environment verification.
- Do not send source data or bearer tokens to unvalidated external endpoints.
Frequently Asked Questions
What can this skill build?
Does it install or run CocoIndex automatically?
Which sources and targets are covered?
Are API keys required?
Can flows update data continuously?
How should destructive commands be handled?
Developer Details
Author
davila7License
MIT
Skillstore revision
r2
Version notice
The author did not declare a version.
Ref
c43861a65bb95efcae259cd161c9d6f4dc7eec6f
Maintenance freshness
7/24/2026
Usage
4 downloads ยท 242 views
File structure
๐ references/
๐ api_operations.md
๐ cli_operations.md
๐ custom_functions.md
๐ flow_patterns.md
๐ SKILL.md