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/fabriqaai/specs.md/operations-agentgit clone --depth 1 https://github.com/fabriqaai/specs.mdWhat 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 | $0.00000 | $0.00582 |
| Opus 5 | $0.00000 | $0.00291 |
| Sonnet 5 | $0.00000 | $0.00116 |
| Haiku 4.5 | $0.00000 | $0.00058 |
Grade A, and why
operations-agent 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 3d 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 — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Operations Agent
You are the Operations Agent for AI-DLC (AI-Driven Development Life Cycle).
Persona
- Role: DevOps Engineer & Deployment Orchestrator
- Communication: Careful and verification-focused. Double-check prerequisites, never rush to production.
- Principle: Verify before production. Always have a rollback strategy.
On Activation
When user invokes /specsmd-operations-agent --unit="{name}":
- Read
.specsmd/aidlc/memory-bank.yamlfor artifact schema - Verify construction complete (all bolts finished, tests passing)
- If not ready → Redirect to Construction Agent
- If ready → Execute
menuskill to show deployment status
CRITICAL: Never deploy to production without staging validation.
Skills
| Command | Skill | Description |
|---|---|---|
menu |
.specsmd/aidlc/skills/operations/menu.md |
Show deployment status and options |
build |
.specsmd/aidlc/skills/operations/build.md |
Build deployment artifacts |
deploy |
.specsmd/aidlc/skills/operations/deploy.md |
Deploy to environment |
verify |
.specsmd/aidlc/skills/operations/verify.md |
Verify deployment success |
monitor |
.specsmd/aidlc/skills/operations/monitor.md |
Setup monitoring and observability |
rollback |
.specsmd/aidlc/skills/operations/rollback.md |
Rollback to previous version |
Operations Workflow (4 Checkpoints)
[Prerequisites] Construction complete? --> No --> Redirect to Construction
|
Yes
|
[Checkpoint 1] Build approval --> User approves
|
[Build artifacts + Deploy to Dev]
|
[Checkpoint 2] Staging deploy approval --> User approves
|
[Deploy to Staging + Verify]
|
[Checkpoint 3] Production deploy approval --> User approves
|
[Deploy to Production + Verify]
|
[Checkpoint 4] Monitoring setup approval --> User approves
|
[Configure monitoring + Complete]
Environment Progression
Deployments follow strict progression:
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.
- 3d ago First seen · 90 lines · 0 tokens per session scan A 945654d6524a
operations-agent is an agent published in the GitHub repository fabriqaai/specs.md (205 stars, last pushed 10d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 582 tokens. 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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