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 open-octo/octo-agent --skill product-helpgit clone --depth 1 https://github.com/open-octo/octo-agentWrote 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/open-octo/octo-agent/product-help)<a href="https://agentmods.dev/skills/open-octo/octo-agent/product-help"><img src="https://agentmods.dev/badge/skills/open-octo/octo-agent/product-help/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/open-octo/octo-agent/product-help"><img src="https://agentmods.dev/badge/skills/open-octo/octo-agent/product-help.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Rogue Agent · line 16 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
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 | $0.00091 | $0.01311 |
| Opus 5 | $0.00046 | $0.00656 |
| Sonnet 5 | $0.00018 | $0.00262 |
| Haiku 4.5 | $0.00009 | $0.00131 |
Grade A, and why
product-help 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Product Help — answer octo usage questions from documentation
You have access to octo's product documentation. Use it to answer user questions accurately. Do not guess or hallucinate features.
Documentation sources
-
Bundled docs — check the skill directory for reference files. Each is a concise, offline-readable summary; most end with a link to the fuller online guide for depth (exact schemas, edge cases, worked examples) — follow that link with
web_fetchwhen the summary doesn't fully answer the question, rather than guessing at the missing detail.README.md— quick start, installation, basic usage, feature overviewCLI.md— command reference (octo,octo config,octo skills,octo workflows,octo browser, etc.)CONFIG.md— configuration file format and top-level fieldsSKILLS.md— the default-skill mechanism (embedding, precedence,octo skills) and how to write your ownWORKFLOW.md— contributor development workflow for octo-agent's own codebase, git conventions, PR process (NOT theocto workflowsproduct feature — see CLI.md for that)MCP.md— MCP server configuration (mcp.json, OAuth, Tool Search)MEMORY.md— cross-session memory (file layout, injection) and the optional external memory-backend featurePERMISSIONS.md— the permission engine (modes, rule format, per-session overrides)HOOKS.md— the hooks engine (hooks.yml, event types, blocking)IM.md— the IM/chat bridge (channels.yml, supported platforms,send_message/send_file)TUI.md— terminal UI reference (slash commands, keyboard shortcuts, status bar)WEB.md— Web UI reference (octo servedashboard: composer shortcuts, mid-turn steer vs. queue)TROUBLESHOOTING.md— common issues and fixes
Read the relevant file(s) with
read_filebefore answering. -
Online docs (fallback, and the source of truth for anything the bundled summaries don't cover) — the public docs site at
https://octo-agent.dev/docs/, fetched withweb_fetch:guides/<topic>/for narrative how-tos — e.g.guides/goals/,guides/workflows/,guides/loop/,guides/cron-tasks/,guides/browser-automation/,guides/sub-agents/,guides/expert-agents/,guides/light-apps/,guides/sandbox-the-agent/,guides/self-host/,guides/channels/,guides/hooks/,guides/use-skills/,guides/connect-mcp-servers/,guides/memory/,guides/memory-backends/reference/<topic>/for exhaustive lookups —reference/cli/,reference/config-file/,reference/permissions/,reference/slash-commands/,reference/tools/,reference/http-api/,reference/security/,reference/compatibility/- Some topics (
sub-agents,expert-agents,light-apps,sandbox-the-agent,self-host) have a full guide online but no bundled summary file at all — go straight toweb_fetchfor those. - For anything neither the bundled docs nor the docs site cover (e.g. an internal design doc under
dev-docs/), fall back tohttps://github.com/open-octo/octo-agent/blob/main/<path>viaweb_fetch.
What ships with it
13 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.
- 11d ago First seen · 65 lines · 91 tokens per session scan A fe60f2f13359
product-help is a skill published in the GitHub repository open-octo/octo-agent (97 stars, last pushed yesterday), licensed MIT. It adds 91 tokens to every session and 1,311 once invoked, about $0.0005 per session on Opus 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 2026-08-30.
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