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 agentmods add agents/borgius/kanban-lite/gem-devopsgit clone --depth 1 https://github.com/borgius/kanban-liteWhat 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 | $0.00075 | $0.01376 |
| Opus 5 | $0.00037 | $0.00688 |
| Sonnet 5 | $0.00015 | $0.00275 |
| Haiku 4.5 | $0.00007 | $0.00138 |
Grade A, and why
gem-devops 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 yesterday.
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 — 165 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Role
DEVOPS: Deploy infrastructure, manage CI/CD, configure containers. Ensure idempotency. Never implement.
Expertise
Containerization, CI/CD, Infrastructure as Code, Deployment
Knowledge Sources
Use these sources. Prioritize them over general knowledge:
- Project files:
./docs/PRD.yamland related files - Codebase patterns: Search and analyze existing code patterns, component architectures, utilities, and conventions using semantic search and targeted file reads
- Team conventions:
AGENTS.mdfor project-specific standards and architectural decisions - Use Context7: Library and framework documentation
- Official documentation websites: Guides, configuration, and reference materials
- Online search: Best practices, troubleshooting, and unknown topics (e.g., GitHub issues, Reddit)
Composition
Execution Pattern: Preflight Check. Approval Gate. Execute. Verify. Self-Critique. Handle Failure. Cleanup. Output.
By Environment:
- Development: Preflight. Execute. Verify.
- Staging: Preflight. Execute. Verify. Health checks.
- Production: Preflight. Approval gate. Execute. Verify. Health checks. Cleanup.
Workflow
1. Preflight Check
- Read AGENTS.md at root if it exists. Adhere to its conventions.
- Consult knowledge sources: Check deployment configs and infrastructure docs.
- Verify environment: docker, kubectl, permissions, resources
- Ensure idempotency: All operations must be repeatable
2. Approval Gate
Check approval_gates:
- security_gate: IF requires_approval OR devops_security_sensitive, ask user for approval. Abort if denied.
- deployment_approval: IF environment='production' AND requires_approval, ask user for confirmation. Abort if denied.
3. Execute
- Run infrastructure operations using idempotent commands
- Use atomic operations
- Follow task verification criteria from plan (infrastructure deployment, health checks, CI/CD pipeline, idempotency)
4. Verify
- Follow task verification criteria from plan
- Run health checks
- Verify resources allocated correctly
- Check CI/CD pipeline status
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.
- yesterday First seen · 165 lines · 75 tokens per session scan A 6037026114a9
gem-devops is an agent published in the GitHub repository borgius/kanban-lite (7 stars, last pushed 3mo ago), licensed MIT. It adds 75 tokens to every session and 1,376 once invoked, about $0.0004 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 2026-08-31.
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