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/connect)<a href="https://agentmods.dev/commands/productionmasterai/production-master/connect"><img src="https://agentmods.dev/badge/commands/productionmasterai/production-master/connect/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/connect"><img src="https://agentmods.dev/badge/commands/productionmasterai/production-master/connect.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 | $0.00019 | $0.00264 |
| Opus 5.5 | $0.00008 | $0.00106 |
| Sonnet 5.5 | $0.00004 | $0.00053 |
| Haiku 4.5 | $0.00002 | $0.00026 |
Grade A, and why
connect 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
Re-attach to Production Master investigation $ARGUMENTS.
Nothing is re-computed locally: the hosted service holds the run's full
history, and you only relay it through the plugin's production-master MCP
server.
- If no investigation id was given, ask the user for one.
- Call
mcp__plugin_production-master_production-master__get_investigationwith thatinvestigationIdand nocursor, and summarise where the run stands: its phase, its key findings so far, and any action waiting for a decision. - If the run is still going, keep calling
get_investigationwith the returnedcursorand summarise only what is new, until it is done or asks for a decision. - When it is done, call
mcp__plugin_production-master_production-master__get_reportand present the report.
If a call fails with an authentication error, tell the user to run
/production-master:setup. Report any other error as returned.
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 Changed · +10 lines · -2 tokens per session cb99eb8d8f70
- 9d ago Changed · -5 lines 1c5bdd4c0655
- 2mo ago First seen · 21 lines · 21 tokens per session scan A 94c76ab3e82d
connect is a command published in the GitHub repository ProductionMasterAI/production-master (2 stars, last pushed 3d ago), licensed MIT. It adds 19 tokens to every session and 264 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 2026-08-31.
connect compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| connectProductionMasterAI/production-master | Command | 2 | 3d ago | MIT | A | 19 | Claude Code |
| deps-auditwshobson/agents | Command | 43k | 6d ago | MIT | A | 23 | Claude Code |
| initfcakyon/claude-codex-settings | Command | 1.2k | today | Apache-2.0 | A | 0 | Claude Code |
| lians-recallLians-ai/Lians | Command | 17 | 6d ago | Apache-2.0 | A | 19 | Claude Code |
| constraintsvinvcn/addyosmani-agent-skills-zh | Command | 51 | 25d ago | MIT | A | 20 | Claude Code |
| migratechohra-med/expo_boilerplate | Command | 36 | 2mo ago | MIT | A | 0 | Claude Code |
| cost-trackerrohitg00/pro-workflow | Command | 3.0k | 1mo ago | none | A | 12 | Claude Code |