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byted-cloudsearch AI Agent Skill
View Source: bytedance/agentkit-samples
MediumInstallation
npx skills add bytedance/agentkit-samples --skill byted-cloudsearch 10
Installs
Volcano Engine ESCloud (Elasticsearch + OpenSearch)
Manage ESCloud instances on Volcano Engine — cluster lifecycle (control plane) and index/doc operations (data plane).
Choose the right plane
- Provision / scale / delete instances? → use
scripts/control.pyand read CONTROL_PLANE.md - Create indices / write docs / search / bulk ingest? → use
scripts/data.pyand read DATA_PLANE.md
Setup (once per environment)
Create a Python venv on first use (not bundled in the repo):
cd {baseDir}
python3 -m venv {baseDir}/venv
{baseDir}/venv/bin/pip install -r {baseDir}/requirements.txtThen run scripts with the venv Python:
cd {baseDir}
{baseDir}/venv/bin/python {baseDir}/scripts/control.py <command>
{baseDir}/venv/bin/python {baseDir}/scripts/data.py <command>If you see a "Missing Dependency" error at runtime, (re)install dependencies:
cd {baseDir}
{baseDir}/venv/bin/python -m pip install -r {baseDir}/requirements.txtQuick start (common tasks)
# List instances
{baseDir}/venv/bin/python {baseDir}/scripts/control.py list
# Inspect an instance
{baseDir}/venv/bin/python {baseDir}/scripts/control.py detail --id <instance-id>
# Show supported versions (best-effort)
{baseDir}/venv/bin/python {baseDir}/scripts/control.py versions
# Check connectivity (data plane)
{baseDir}/venv/bin/python {baseDir}/scripts/data.py --endpoint <https://domain:9200> infoAvailable operations
Control Plane (instance management): Create, list, inspect, scale, and delete ESCloud instances. Query VPCs, subnets, zones, and node specs. Manage IP allowlist and reset admin password.
→ See CONTROL_PLANE.md for commands and workflows.
Data Plane (index & documents): Create/delete/list indices, write/read/delete documents, search, and bulk ingest via opensearch-py. Works with OpenSearch and (limited) Elasticsearch.
→ See DATA_PLANE.md for commands and workflows.
Out of scope
- Running or managing ES/OpenSearch outside Volcano Engine.
- Embedding generation (you must provide vectors if you want vector search).
- Advanced admin features (ILM/snapshots/security) unless added explicitly later.
Rules
- Execution environment: Always use
{baseDir}/venv/bin/pythonto run scripts. - Authentication:
VOLCENGINE_AKandVOLCENGINE_SKare required for all control-plane operations.VOLCENGINE_REGIONis optional (default:cn-beijing). - Destructive actions: Always require explicit user confirmation before running delete operations (instance delete, index delete, delete-by-query, etc.). The CLIs also require
--confirmfor delete commands. - Missing parameters: Never fail silently. If IDs/specs are missing, fetch available options (VPCs, subnets, node specs) and present them to the user.
- Connectivity: Before data-plane operations, validate the endpoint is reachable (run
data.py info). If unreachable, fail fast and advise checking IP allowlist / public endpoint / credentials. - Language: Reply in the user's preferred language.
Installs
Security Audit
View Source
bytedance/agentkit-samples
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How to use this skill
Install byted-cloudsearch by running npx skills add bytedance/agentkit-samples --skill byted-cloudsearch in your project directory. Run the install command above in your project directory. The skill file will be downloaded from GitHub and placed in your project.
No configuration needed. Your AI agent (Claude Code, Cursor, Windsurf, etc.) automatically detects installed skills and uses them as context when generating code.
The skill enhances your agent's understanding of byted-cloudsearch, helping it follow established patterns, avoid common mistakes, and produce production-ready output.
What you get
Skills are plain-text instruction files — not executable code. They encode expert knowledge about frameworks, languages, or tools that your AI agent reads to improve its output. This means zero runtime overhead, no dependency conflicts, and full transparency: you can read and review every instruction before installing.
Compatibility
This skill works with any AI coding agent that supports the skills.sh format, including Claude Code (Anthropic), Cursor, Windsurf, Cline, Aider, and other tools that read project-level context files. Skills are framework-agnostic at the transport level — the content inside determines which language or framework it applies to.
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