Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/bytedance/agentkit-samples/byted-escloudnpx skills add bytedance/agentkit-samples --skill byted-escloudgit clone --depth 1 https://github.com/bytedance/agentkit-samplesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/bytedance/agentkit-samples/byted-escloud)<a href="https://agentmods.dev/skills/bytedance/agentkit-samples/byted-escloud"><img src="https://agentmods.dev/badge/skills/bytedance/agentkit-samples/byted-escloud.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00057 | $0.00396 |
| Opus 5 | $0.00028 | $0.00198 |
| Sonnet 5 | $0.00011 | $0.00079 |
| Haiku 4.5 | $0.00006 | $0.00040 |
Grade A, and why
byted-escloud scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- For non-routine data-plane work, prefer ad-hoc `curl` or small Python snippets grounded in the data-plane references instead of expanding `data.py`. What it actually says
Volcano Engine ESCloud
Use when
- The user needs to manage ESCloud or CloudSearch on Volcano Engine / Volcengine.
- The task is a control-plane lifecycle action such as create, inspect, scale, expose, restart, or delete.
- The task is an Elasticsearch/OpenSearch data-plane workflow such as cluster validation, inspection, indexing, querying, aggregation, or bulk guidance.
Route
- Control-plane lifecycle workflows ->
scripts/control.pyand CONTROL_PLANE.md - Control-plane fallback tools ->
scripts/control_tools.pyand CONTROL_TOOLS.md - Data-plane workflows -> DATA_PLANE.md
Guardrails
- Always run the bundled CLIs with
{baseDir}/venv/bin/python. - Before any data-plane read or write, run
data.py --endpoint <endpoint> info; if it fails, stop and fix endpoint exposure, allowlist, credentials, or TLS first. - Use
data.py smoke_testfor new-cluster validation; if the test index already exists, pass--reuse-existingor choose a different--index; delete its test index only with--cleanup --confirm. - For non-routine data-plane work, prefer ad-hoc
curlor small Python snippets grounded in the data-plane references instead of expandingdata.py. - Require explicit confirmation before destructive or high-impact operations such as deletes, alias cutovers, bulk mutations,
_delete_by_query,_update_by_query, or_reindex.
What ships with it
20 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- CONTROL_PLANE.md 6.3 KB
- CONTROL_TOOLS.md 4.7 KB
- DATA_PLANE.md 3.5 KB
- LICENSE 9.9 KB
- README.md 4.2 KB
- references/aggregation.md 2.3 KB
- references/connectivity.md 2.1 KB
- references/diagnostics.md 1.7 KB
- references/documents.md 2.8 KB
- references/index.md 3.5 KB
- references/patterns.md 2.9 KB
- references/search.md 2.6 KB
- references/write.md 2.5 KB
- requirements.txt 69 B
- scripts/api.py 3.6 KB runs code
- scripts/ark_shim.py 3.3 KB runs code
- scripts/control_tools.py 25 KB runs code
- scripts/control.py 41 KB runs code
- scripts/data.py 15 KB runs code
- scripts/sdk_shim.py 3.6 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 28 lines · 57 tokens per session scan A 8e6bdd00abe4
byted-escloud is a skill published in the GitHub repository bytedance/agentkit-samples (446 stars, last pushed today), licensed Apache-2.0. It adds 57 tokens to every session and 396 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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