Borrowing it
Nothing to install: this file belongs to vishnu2kmohan/mcp-server-langgraph. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/vishnu2kmohan/mcp-server-langgraph/main/.claude/commands/deploy-dev.mdgit clone --depth 1 https://github.com/vishnu2kmohan/mcp-server-langgraphWrote 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/vishnu2kmohan/mcp-server-langgraph/deploy-dev)<a href="https://agentmods.dev/commands/vishnu2kmohan/mcp-server-langgraph/deploy-dev"><img src="https://agentmods.dev/badge/commands/vishnu2kmohan/mcp-server-langgraph/deploy-dev/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/vishnu2kmohan/mcp-server-langgraph/deploy-dev"><img src="https://agentmods.dev/badge/commands/vishnu2kmohan/mcp-server-langgraph/deploy-dev.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 | $0.00007 | $0.00251 |
| Opus 5.5 | $0.00003 | $0.00100 |
| Sonnet 5.5 | $0.00001 | $0.00050 |
| Haiku 4.5 | $0.00001 | $0.00025 |
Grade A, and why
deploy-dev 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 1mo 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
Deploy to Development Environment
Execute the complete development deployment workflow.
Prerequisites Check
- Verify Kubernetes context is set to development cluster
- Check that all environment variables are configured
- Ensure Docker images are built
Deployment Steps
-
Validate Configurations
make validate-deployments -
Deploy to Development
make deploy-dev -
Verify Deployment
- Check pod status
- View logs for any errors
- Run health checks
-
Post-Deployment
make health-check
Troubleshooting
If deployment fails:
- Check pod events:
kubectl get events -n langgraph-agent-dev - View pod logs:
kubectl logs -f deployment/dev-langgraph-agent -n langgraph-agent-dev - Review configuration:
kubectl describe deployment dev-langgraph-agent -n langgraph-agent-dev
Summary
Provide:
- Deployment status (success/failure)
- Pod status and readiness
- Any warnings or errors encountered
- Next steps for testing the deployed application
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.
- 1mo ago First seen · 50 lines · 7 tokens per session scan A ae2e2023cd5a
deploy-dev is a command published in the GitHub repository vishnu2kmohan/mcp-server-langgraph (4 stars, last pushed 2d ago), licensed MIT. It adds 7 tokens to every session and 251 once invoked, about $0.0000 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.
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