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 liqiongyu/agentpack --skill agentpack-operatorgit clone --depth 1 https://github.com/liqiongyu/agentpackWrote 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/liqiongyu/agentpack/agentpack-operator)<a href="https://agentmods.dev/skills/liqiongyu/agentpack/agentpack-operator"><img src="https://agentmods.dev/badge/skills/liqiongyu/agentpack/agentpack-operator/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/liqiongyu/agentpack/agentpack-operator"><img src="https://agentmods.dev/badge/skills/liqiongyu/agentpack/agentpack-operator.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 | $0.00025 | $0.00378 |
| Opus 5.5 | $0.00010 | $0.00151 |
| Sonnet 5.5 | $0.00005 | $0.00076 |
| Haiku 4.5 | $0.00003 | $0.00038 |
Grade A, and why
agentpack-operator 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 2mo 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
agentpack-operator
Operate Agentpack safely and reproducibly in Claude Code.
When to use Agentpack
- The user asks to check drift, preview changes, apply changes, or explain why changes happened.
- You need a safe, scriptable workflow with stable
--jsonoutput and guardrails.
How to operate (Claude Code)
Prefer the /ap-* slash commands installed by agentpack bootstrap:
/ap-doctor: validate environment and target roots/ap-update: update lock + fetch (mutating; user-invoked only)/ap-preview: plan + optional diff summary (read-only)/ap-plan: compute desired state plan (read-only)/ap-diff: diff desired vs current (read-only)/ap-deploy: apply changes (mutating; user-invoked only)/ap-status: compute drift (read-only)/ap-explain: explain plan/diff/status (read-only)/ap-evolve: propose overlay changes from drift (mutating; user-invoked only)
If the /ap-* commands are missing or outdated, run:
agentpack --target claude_code bootstrap --scope both
Safety rules
- Never run
deploy --applyunless the user explicitly asked to apply. - Always show
preview/planfirst, and includediffwhen useful. - Prefer
--jsonfor automation and keep outputs small and scoped. - For mutating operations in automation, always pass
--yesand require explicit user approval.
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.
- 2mo ago First seen · 38 lines · 25 tokens per session scan A 9253838400b4
agentpack-operator is a skill published in the GitHub repository liqiongyu/agentpack (19 stars, last pushed 8mo ago), licensed MIT. It adds 25 tokens to every session and 378 once invoked, about $0.0001 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 2026-08-30.
agentpack-operator compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| agentpack-operatorliqiongyu/agentpack | Skill | 19 | 8mo ago | MIT | A | 25 | Claude Code, Codex |
| imaging-data-commonssynthetic-sciences/openscience | Skill | 4.4k | yesterday | Apache-2.0 | A | 62 | Claude Code, Codex |
| datamolsynthetic-sciences/openscience | Skill | 4.4k | yesterday | Apache-2.0 | A | 67 | Claude Code, Codex |
| clinicaltrials-databasesynthetic-sciences/openscience | Skill | 4.4k | yesterday | Apache-2.0 | A | 47 | Claude Code, Codex |
| glycoengineeringsynthetic-sciences/openscience | Skill | 4.4k | yesterday | Apache-2.0 | A | 75 | Claude Code, Codex |
| esmsynthetic-sciences/openscience | Skill | 4.4k | yesterday | Apache-2.0 | A | 86 | Claude Code, Codex |
| pysamsynthetic-sciences/openscience | Skill | 4.4k | yesterday | Apache-2.0 | A | 47 | Claude Code, Codex |