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 skills add akin-ozer/cc-devops-skills --skill ansible-generatorgit clone --depth 1 https://github.com/akin-ozer/cc-devops-skillsWrote 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/skills/akin-ozer/cc-devops-skills/ansible-generator)<a href="https://agentmods.dev/skills/akin-ozer/cc-devops-skills/ansible-generator"><img src="https://agentmods.dev/badge/skills/akin-ozer/cc-devops-skills/ansible-generator/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/skills/akin-ozer/cc-devops-skills/ansible-generator"><img src="https://agentmods.dev/badge/skills/akin-ozer/cc-devops-skills/ansible-generator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
- NVIDIA SkillSpector pass
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 | $0.00025 | $0.02014 |
| Opus 5 | $0.00013 | $0.01007 |
| Sonnet 5 | $0.00005 | $0.00403 |
| Haiku 4.5 | $0.00003 | $0.00201 |
Grade A, and why
ansible-generator 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 9d 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 — 207 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ansible Generator
Trigger Phrases
Use this skill when the request is to generate or scaffold Ansible content, for example:
- "Create a playbook to deploy nginx with TLS."
- "Generate an Ansible role for PostgreSQL backups."
- "Write inventory files for prod and staging."
- "Build reusable Ansible tasks for user provisioning."
- "Initialize an Ansible project with ansible.cfg and requirements.yml."
- "Give me a quick Ansible snippet to install Docker."
Do not use this skill as the primary workflow when the request is validation/debug-only (syntax errors, lint failures, Molecule/test failures). Use ansible-validator for those cases.
Deterministic Execution Flow
Run these stages in order. Do not skip a stage unless the Validation Exceptions Matrix explicitly allows it.
Stage 0: Classify Request Mode
Determine one mode first:
| Mode | Typical user intent | Deliverable |
|---|---|---|
full-generation |
"create/build/generate" a full playbook/role/inventory/project file set | Complete file(s), production-ready |
snippet-only |
"quick snippet/example" without full file context | Focused task/play snippet |
docs-only |
explanation, pattern comparison, or conceptual guidance only | Explanatory content, optional examples |
Stage 1: Collect Minimum Inputs
If details are missing, ask briefly. If the user does not provide them, proceed with safe defaults and state assumptions.
| Resource type | Required inputs | Safe defaults if missing |
|---|---|---|
| Playbook | target hosts, privilege (become), OS family, objective |
hosts: all, become: false, OS-agnostic modules |
| Role | role name, primary service/package, supported OS | role name from task domain, Debian + RedHat vars |
| Tasks file | operation scope, required vars, execution context | standalone reusable tasks with documented vars |
| Inventory | environments, host groups, hostnames/IPs | production/staging groups with placeholders |
| Project config | collections/roles dependencies, lint policy | minimal ansible.cfg, requirements.yml, .ansible-lint |
What ships with it
37 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- .gitignore 10 B
- assets/templates/inventory/group_vars/all.yml 431 B
- assets/templates/inventory/group_vars/databases.yml 560 B
- assets/templates/inventory/group_vars/webservers.yml 414 B
- assets/templates/inventory/host_vars/web1.example.com.yml 353 B
- assets/templates/inventory/hosts 547 B
- assets/templates/inventory/hosts.yml 672 B
- assets/templates/playbook/basic_playbook.yml 1.4 KB
- assets/templates/project/.ansible-lint 6.1 KB
- assets/templates/project/ansible.cfg 2.3 KB
- assets/templates/project/requirements.yml 2.7 KB
- assets/templates/role/defaults/main.yml 723 B
- assets/templates/role/files/.gitkeep 0 B
- assets/templates/role/handlers/main.yml 383 B
- assets/templates/role/meta/argument_specs.yml 2.6 KB
- assets/templates/role/meta/main.yml 615 B
- assets/templates/role/molecule/default/converge.yml 83 B
- assets/templates/role/molecule/default/molecule.yml 770 B
- assets/templates/role/README.md 1.6 KB
- assets/templates/role/tasks/main.yml 1.2 KB
- assets/templates/role/templates/config.j2 611 B
- assets/templates/role/vars/Debian.yml 187 B
- assets/templates/role/vars/main.yml 320 B
- assets/templates/role/vars/RedHat.yml 191 B
- references/best-practices.md 19 KB
- references/module-patterns.md 32 KB
- test/playbooks/nginx-tls-playbook.yml 3.2 KB
- test/playbooks/templates/nginx-tls.conf.j2 286 B
- test/roles/sample-role/defaults/main.yml 673 B
- test/roles/sample-role/handlers/main.yml 279 B
- test/roles/sample-role/meta/main.yml 560 B
- test/roles/sample-role/tasks/main.yml 1.7 KB
- test/roles/sample-role/templates/config.j2 315 B
- test/roles/sample-role/vars/Debian.yml 163 B
- test/roles/sample-role/vars/default.yml 170 B
- test/roles/sample-role/vars/RedHat.yml 167 B
- test/test_fixture_regressions.py 3.8 KB runs code
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.
- 9d ago First seen · 207 lines · 25 tokens per session scan A b0643e15354e
ansible-generator is a skill published in the GitHub repository akin-ozer/cc-devops-skills (306 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 25 tokens to every session and 2,014 once invoked, about $0.0001 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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