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byted-cloudsearch AI Agent Skill
Quellcode ansehen: bytedance/agentkit-samples
MediumInstallation
npx skills add bytedance/agentkit-samples --skill byted-cloudsearch 10
Installationen
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.
Installationen
Sicherheitsprüfung
Quellcode ansehen
bytedance/agentkit-samples
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So verwenden Sie diesen Skill
Install byted-cloudsearch by running npx skills add bytedance/agentkit-samples --skill byted-cloudsearch in your project directory. Führen Sie den obigen Installationsbefehl in Ihrem Projektverzeichnis aus. Die Skill-Datei wird von GitHub heruntergeladen und in Ihrem Projekt platziert.
Keine Konfiguration erforderlich. Ihr KI-Agent (Claude Code, Cursor, Windsurf usw.) erkennt installierte Skills automatisch und nutzt sie als Kontext bei der Code-Generierung.
Der Skill verbessert das Verständnis Ihres Agenten für byted-cloudsearch, und hilft ihm, etablierte Muster zu befolgen, häufige Fehler zu vermeiden und produktionsreifen Code zu erzeugen.
Was Sie erhalten
Skills sind Klartext-Anweisungsdateien — kein ausführbarer Code. Sie kodieren Expertenwissen über Frameworks, Sprachen oder Tools, das Ihr KI-Agent liest, um seine Ausgabe zu verbessern. Das bedeutet null Laufzeit-Overhead, keine Abhängigkeitskonflikte und volle Transparenz: Sie können jede Anweisung vor der Installation lesen und prüfen.
Kompatibilität
Dieser Skill funktioniert mit jedem KI-Coding-Agenten, der das skills.sh-Format unterstützt, einschließlich Claude Code (Anthropic), Cursor, Windsurf, Cline, Aider und anderen Tools, die projektbezogene Kontextdateien lesen. Skills sind auf Transportebene framework-agnostisch — der Inhalt bestimmt, für welche Sprache oder welches Framework er gilt.
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