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.
git clone --depth 1 https://github.com/ProductionMasterAI/production-masterWrote 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/commands/productionmasterai/production-master/setup)<a href="https://agentmods.dev/commands/productionmasterai/production-master/setup"><img src="https://agentmods.dev/badge/commands/productionmasterai/production-master/setup/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/commands/productionmasterai/production-master/setup"><img src="https://agentmods.dev/badge/commands/productionmasterai/production-master/setup.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 | $0.00020 | $0.00296 |
| Opus 5.5 | $0.00008 | $0.00118 |
| Sonnet 5.5 | $0.00004 | $0.00059 |
| Haiku 4.5 | $0.00002 | $0.00030 |
Grade A, and why
setup 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 4d 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
Help the user connect this plugin to the Production Master hosted service. Do not ask the user to paste the token into the chat, and never print it.
The plugin reaches the service through its production-master MCP server,
authenticated with a personal access token kept in the plugin's settings
(the api_token option, stored in the OS credential store).
Walk the user through it:
- Create a token. In the Production Master console, open Settings, then Access tokens, and create one. A viewer role can open investigations; starting runs and acting on them needs the engineer role or above.
- Store it. Run
/plugin, open the Installed tab, selectproduction-master, and choose Configure. Paste the token into "Production Master access token". From a terminal,claude plugin configure production-masterdoes the same. - Reconnect. Run
/mcpand reconnectplugin:production-master:production-master(or restart Claude Code), then check that it lists its tools.
To change the token, repeat steps 2 and 3. To remove it, revoke the token in the console (this cuts off access at once), then clear it from the plugin's settings or uninstall the plugin.
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.
- 4d ago First seen · 28 lines · 20 tokens per session scan A 085675131e5a
setup is a command published in the GitHub repository ProductionMasterAI/production-master (2 stars, last pushed 3d ago), licensed MIT. It adds 20 tokens to every session and 296 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 2026-11-10.
setup compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| setupProductionMasterAI/production-master | Command | 2 | 3d ago | MIT | A | 20 | Claude Code |
| dejavshulcz/deja-vu | Command | 1.5k | today | MIT | A | 17 | Claude Code |
| rapidCloudAI-X/claude-workflow-v2 | Command | 1.4k | 1mo ago | MIT | A | 26 | Claude Code |
| prepsuboss87/FDEOps | Command | 815 | 3d ago | MIT | A | 10 | Claude Code |
| adhoc-flowgriddynamics/rosetta | Command | 375 | yesterday | Apache-2.0 | A | 22 | Claude Code |
| approve-proposedMozurok/fhorja.dev | Command | 10 | 1mo ago | MIT | A | 107 | Claude Code |
| chadi-fastchadixearth/graphyloop | Command | 3 | 12d ago | MIT | A | 23 | Claude Code |