Octop is a self-hosted, multi-user AI assistant that runs multiple specialized agents and connects them to chat interfaces, tools, and external services. It is for individuals, families, and teams who want a locally operated assistant with shared experts and persistent capabilities. Catalogue add-ons extend its agent and assistant workflows.
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/tencentcloud/octop/tcapinpx skills add TencentCloud/Octop --skill tcapigit clone --depth 1 https://github.com/TencentCloud/OctopWrote 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/tencentcloud/octop/tcapi)<a href="https://agentmods.dev/skills/tencentcloud/octop/tcapi"><img src="https://agentmods.dev/badge/skills/tencentcloud/octop/tcapi.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 5.1 | $0.00068 | $0.05966 |
| Opus 5 | $0.00034 | $0.02983 |
| Sonnet 5 | $0.00014 | $0.01193 |
| Haiku 4.5 | $0.00007 | $0.00597 |
Grade A, and why
tcapi scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
调用前先通过 curl + grep 检索业务、接口、最佳实践、数据结构。参考 [references/refs.md](references/refs.md) 获取完整检索方式。 How it starts
The opening of the file, as written. The whole thing — 392 lines — stays where its author put it; the contents beside it link to each section on GitHub.
腾讯云 API 助手
统一使用 tccli 命令行工具调用腾讯云 API，实现云资源的查询、创建、修改、删除等操作。
适用场景
- 云资源查询与管理（CVM / COS / CBS / VPC / TKE 等 200+ 产品）
- 自动化运维（批量操作、定时任务、脚本编排）
- 云 API 接口探索与文档检索
不适用场景
- 不支持 Terraform / Pulumi 等 IaC 编排工具
- 不做多云管理（仅限腾讯云）
- 不做费用充值、账号注册等非 API 操作
前置条件
- 已安装 tccli，未安装参考 references/install.md
- 已完成凭证配置（详见下方「Step 2 凭证配置」）
核心原则
- 优先检索最佳实践 → 再查接口文档 → 最后调用 API。不要跳过文档检索直接调用，避免用错接口或遗漏参数。
- 在线文档是实时态，本地 tccli 是版本快照。以在线文档（
cloudcache.tencentcs.com）为准判断接口/参数是否存在；本地 tccli 因版本差异，可能缺少新接口、或残留已下线的旧接口。遇到本地报「无此接口」或服务端报「接口已下线」时，先查在线文档确认真实情况，再决定升级 tccli 或换用替代接口。
执行流程
Step 0：环境自检（首次任务必做，一次探测串起所有分支）
优先使用 Octop 自带的 Python 虚拟环境（venv）中的 tccli：与 Octop 同环境、版本可控、不污染系统 Python。探测顺序：① Octop venv → ② 系统 PATH → ③ 临时安装进 venv。
# ① 定位 Octop venv（通过 octop 主进程的工作目录；找不到进程则退回常见路径）
OCTOP_PID=$(pgrep -f '\.venv/bin/octop run' | head -1)
OCTOP_ROOT=$([ -n "$OCTOP_PID" ] && readlink -f /proc/$OCTOP_PID/cwd || echo /workspace/octop)
TCCLI="$OCTOP_ROOT/.venv/bin/tccli"
# ② 逐级探测：venv 内 → PATH → 均无则装进 venv
if [ -x "$TCCLI" ]; then :
elif command -v tccli >/dev/null 2>&1; then TCCLI=tccli
else uv pip install --python "$OCTOP_ROOT/.venv/bin/python3" tccli; fi
# ③ 验证可运行且凭证有效
"$TCCLI" cvm DescribeRegions >/dev/null 2>&1 && echo "TCCLI_OK" || echo "TCCLI_NEED_CHECK"
若系统无
uv："$OCTOP_ROOT/.venv/bin/python3" -m ensurepip --upgrade后用同路径的python3 -m pip install tccli。
判定分支：
| 探测结果 | 状态 | 处理 |
|---|---|---|
返回 TCCLI_OK |
已安装、可运行、凭证有效 | 直接进入 Step 1 |
command not found / 安装失败 |
未安装 | 按 references/install.md 装进 Octop venv（推荐）或系统安装 |
bad interpreter / No module named tccli |
装了但 shebang/环境坏 | 切换 Step 5 兼容模式（改用 venv 的 python3 -c 直接调 tccli.main），本会话后续统一使用 |
报 secretId is invalid / AuthFailure.SecretIdNotFound |
凭证缺失 | 进入 Step 2 配置凭证 |
探测通过（
TCCLI_OK）后，本会话无需再重复自检，直接调用即可。后续所有示例中的tccli均指探测到的$TCCLI（venv 优先）。
Step 1：检索 API 文档
调用前先通过 curl + grep 检索业务、接口、最佳实践、数据结构。参考 references/refs.md 获取完整检索方式。
What ships with it
3 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.
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.
- today Changed · +9 lines 171be35eabb7
- 7d ago First seen · 383 lines · 68 tokens per session scan A 5d20b4c1ed92
tcapi is a skill published in the GitHub repository TencentCloud/Octop (1,496 stars, last pushed today), licensed MIT. It adds 68 tokens to every session and 5,966 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 2026-08-30.
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