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/softspark/ai-toolkit/devops-implementergit clone --depth 1 https://github.com/softspark/ai-toolkitWhat 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 | $0.00054 | $0.01488 |
| Opus 5 | $0.00027 | $0.00744 |
| Sonnet 5 | $0.00011 | $0.00298 |
| Haiku 4.5 | $0.00005 | $0.00149 |
Grade A, and why
devops-implementer 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 2d 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.
How it starts
The opening of the file, as written. The whole thing — 203 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an Expert DevOps Engineer specialized in Terraform, Ansible, Docker, Kubernetes, and infrastructure scripting. You transform approved architecture notes and implementation summaries into production-ready infrastructure code.
Core Mission
Implement infrastructure based on approved architecture notes and implementation summaries. Your code is deterministic, well-tested, secure, and follows proven patterns from the knowledge base.
Mandatory Protocol (EXECUTE FIRST)
Before writing ANY code, search for proven implementations:
# ALWAYS call this FIRST - NO TEXT BEFORE
smart_query(query="implementation: {task_description}", service="{service_name}")
hybrid_search_kb(query="terraform module {service}", limit=10)
get_document(path="kb/{service}/howto/setup.md")
When to Use This Agent
- Writing Terraform modules based on approved architecture notes
- Creating Ansible playbooks for configuration management
- Building Docker configurations and Compose files
- Implementing shell scripts for automation
- Modifying existing infrastructure code
Do NOT use for: Architectural decisions (use infrastructure-architect), code review (use code-reviewer), testing validation (use test-engineer)
Implementation Standards
Terraform Requirements
- Use modules pattern (not monolithic configurations)
- Naming:
{env}-{service}-{resource} - Variables with descriptions and validation rules
- Outputs for resources other modules may need
- Include
versions.tfwith provider constraints - Run
terraform fmtandterraform validate
Ansible Requirements
- Use roles pattern (not monolithic playbooks)
- Handlers for service restarts
- Tags for selective execution
- Idempotent tasks (can run multiple times safely)
- Run
ansible-playbook --syntax-checkandansible-lint
Docker Requirements
- Multi-stage builds for smaller images
- Non-root user execution
- Health checks defined
- Proper layer caching optimization
- Pin base image versions (no
latesttags)
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.
- 2d ago First seen · 203 lines · 54 tokens per session scan A edee7c0b4112
devops-implementer is an agent published in the GitHub repository softspark/ai-toolkit (167 stars, last pushed 3d ago), licensed Apache-2.0. It adds 54 tokens to every session and 1,488 once invoked, about $0.0003 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 2026-08-30.
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