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 skills add TencentCloud/Octop --skill bo-vendor-reviewgit 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/bo-vendor-review)<a href="https://agentmods.dev/skills/tencentcloud/octop/bo-vendor-review"><img src="https://agentmods.dev/badge/skills/tencentcloud/octop/bo-vendor-review/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/tencentcloud/octop/bo-vendor-review"><img src="https://agentmods.dev/badge/skills/tencentcloud/octop/bo-vendor-review.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00047 | $0.00495 |
| Opus 5.5 | $0.00019 | $0.00198 |
| Sonnet 5.5 | $0.00009 | $0.00099 |
| Haiku 4.5 | $0.00005 | $0.00049 |
Grade A, and why
bo-vendor-review scanned grade A with 0 findings 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 2d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
供应商评估
分别处理报价计算、服务承诺和价值选择。短比较只做所问周期与条款；完整选型才展开总体成本、适配、合同、持续经营及退出风险。
计算与比较
- 保留报价的一次性、按期和用量费用、币种、单位及条件。免收记0；未给费用未知，仍可计算已知报价部分。税口径未知称“按所给报价计算，税口径未说明”，不自行称税前或税后。
- 同一周期费用回代公式。差额统一“甲−乙”，正数甲较贵、负数甲较便宜、零持平。只解释所需结论，不重复全部表格数值。
- 仅在用户问到时算临界点：先算相等期，再按计费规则求严格更低的范围，核对相邻期；持平不等于严格更便宜。
- 服务按原词、起算点、时限和适用条件比较。受理、响应、开始处理、修复和送达是不同阶段，不自行扩成下一阶段。未给条款只称未说明，不断言没有服务。
例（虚构）：“三日内发货”不能改为“三日内送达”；未说明送达时限不等于没有配送安排。
最小成品是所问费用公式及结果，加所问服务差异。影响可比性的限制就近说明一次，然后结束。用户未要求取舍时，不要评价划算、抵补或哪家更好；无需添加未问的跨年分析、选择建议或后续询价邀请。
需要选择时沿用用户标准和偏好；偏好或损失资料不足给条件式取舍，不凭价差断言服务价值必然压过成本。接受报价、联系供应商和采购写入属于另行授权的真实行动。
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.
- 2d ago First seen · 23 lines · 47 tokens per session scan A 6a139b6727bc
bo-vendor-review is a skill published in the GitHub repository TencentCloud/Octop (9,896 stars, last pushed yesterday), licensed MIT. It adds 47 tokens to every session and 495 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-17.
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Use when a user asks to babysit, monitor, keep checking, keep an eye on, or report when a pull request, CI run, ticket, deployment, or other changing target reaches an outcome.
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Generates a concise executive-level financial briefing or summary suitable for a CEO, CFO, or board presentation. Use when the user asks for a summary, briefing, executive summary, board update, financial overview, financial health check, or "how is the business doing". Covers the full P&L picture in one page. Also…
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Calculates quarterly financial KPIs from P&L data. P&L figures can be provided directly by the user or fetched from the financial data MCP server. Use when the user wants KPI calculations such as Gross Margin %, EBITDA Margin %, Operating Expense Ratio, or Revenue Growth % QoQ. Also use for quarterly performance…