Files
personamanagmentlayer__pcl/stdlib/devops/ansible-expert/SKILL.md
ANGX 4e07a6a874 feat(stdlib)!: Agent Skills v1.0 conformance, resolver fix, and 17 new skills (#43)
* chore(stdlib): add conformance tooling for the skills library

The library had no gate that could express what a valid skill is, so
malformed frontmatter, over-budget files and credential literals went
unnoticed. These scripts define and enforce that contract.

- validate-skills.py: extend with Agent Skills v1.0 conformance -
  naming rules and directory agreement, an explicit activation trigger
  in the description, canonical layout, the 500-line SKILL.md budget,
  relative-link integrity, and two security rules (no unrestricted
  Bash(*) grant, no credential literals). Structural checks now read a
  skill as a whole so material moved into references/ still counts.
- split-skill-references.py: move the heaviest sections of an oversized
  SKILL.md into references/. Verifies line by line that every source
  line lands in exactly one output and refuses to write otherwise.
- generate-skill-inventory.py: derive SKILLS_INVENTORY.md and
  DIRECTORY_STRUCTURE.md from the tree so they cannot drift.
- generate-skill-catalog.py: index the canonical layout only, count
  references/ toward a skill's size, and stop truncating descriptions
  at 200 characters - the catalog is the discovery surface and must
  carry the activation trigger.
- .gitignore: Python bytecode from these scripts, and local .pcl state.

Reviewed-by: Security Analyst, Compiler Engineer, DevX Engineer

* fix(stdlib): bring all 174 skills to Agent Skills v1.0 conformance

No skill in the library was conformant. 41 of 175 failed the existing
validator outright, and none satisfied the spec. This pass fixes the
tree and records the result. See stdlib/CHANGELOG.md for the per-skill
versioning and migration notes.

BREAKING CHANGE: one skill removed, five moved, seven with a capability
withdrawn. Library version 2.0.0 -> 3.0.0.

Structure
- Convert 71 skills stored as flat files to <category>/<name>/SKILL.md,
  the layout the spec requires and the only one able to carry companion
  resources.
- Rename 5 directories that disagreed with their declared name:, so
  resolution by path and by name stop giving different answers. The
  repository docs already referenced the corrected paths.
- Merge the duplicate legal-technology skills into legaltech-expert and
  delete legal-tech-expert, carrying over everything the survivor
  lacked.

Metadata
- Repair 20 unparseable frontmatters: an H1 preceded the --- block and
  the key was skill_id: instead of name:, so any parser reading
  frontmatter at offset 0 saw no metadata at all. The objectives,
  prerequisites and outcome they carried become real body sections.
- Add the missing version: to 21 skills, fold keywords into tags, move
  expertise_level under metadata, and align 10 category: values with
  their directory.

Discoverability
- Give all 174 descriptions an explicit "Use when ..." trigger, built
  from each skill's own tags and section headings. 152 previously said
  only what the skill was about, leaving an agent nothing to match on.

Progressive disclosure
- Split 127 oversized skills, moving bulk material into references/ read
  on demand and leaving an index behind. A SKILL.md now averages 277
  lines instead of 644 and none exceeds 500. Verified lossless line by
  line against the previous revision.

Security
- Withdraw the unrestricted Bash(*) grant from 7 skills; none of the six
  non-financial ones contained a single shell command. finance-expert
  documents code that charges cards and reads bank accounts, so it now
  grants no shell at all.
- Remove credential literals: Stripe keys, two JWT signing keys, an
  Express session secret, a Redis password and WiFi credentials, all
  inlined in examples. They load from the environment now.
- finance-expert: idempotency keys were documented but absent, so a
  retry double-charged; webhook signature failures were not caught, so a
  forged event raised uncaught instead of being rejected;
  int(amount * 100) truncated fractions of a cent. All fixed, plus a
  money-movement guardrails section.
- trading-expert: place_order routed without any pre-trade risk check
  although a RiskManager sat unused in the next section. Risk validation
  now runs before routing and raises rather than returning a boolean a
  caller can ignore; live routing is opt-in.
- Correct an Ansible Vault example that showed plaintext under an
  "encrypted" label.

Also fixes 8 broken documentation links and a prematurely closed code
fence in skill-creator-expert that leaked template content into prose.

Per the repository file-organization policy, four stale progress reports
(SKILLS_MANIFEST, COMPLETE_SKILLS_LIBRARY, COMPLETE_LIBRARY_MANIFEST,
PHASE_3_DATA_ANALYTICS) move out of stdlib/ into the gitignored
.roadmap/status/stdlib/; they claimed 31 of 100 skills complete. They
appear here as deletions because .roadmap/ is not tracked.

Reviewed-by: Security Analyst, Language Designer, DevX Engineer,
             Documentation Specialist

* fix(skills): resolve standard library skills from their real layout

No stdlib skill was resolvable. SkillResolver looked for
`<stdlibDir>/<name>.md` with stdlibDir defaulting to `stdlib/skills`, a
directory that does not exist, and the path ignored the category level
the library actually uses. The two LSP providers had the same wrong
directory and scanned only one level deep, so neither completion nor
go-to-definition could see a skill either.

- skill-discovery.ts: enumerate skill entry points across the shapes in
  use - a flat `<name>.md`, `<name>/SKILL.md`, and
  `<category>/<name>/SKILL.md` - while skipping references/, scripts/
  and assets/, which hold supporting material rather than entry points.
- skill-resolver.ts: point stdlibDir at `stdlib`, and look the name up
  as a directory under any category as well as the two legacy shapes, so
  existing custom stdlib directories keep working. The name is used as a
  single path segment and rejected if it contains a separator or
  traversal, so a reference cannot escape the stdlib root.
- Rewire both LSP providers onto the shared discovery helper.

Tests: 13 new cases covering the layouts, ordering, the references/
exclusion, path-traversal rejection, and an integration test that
resolves real shipped skills by bare name.

Reviewed-by: Compiler Engineer, Runtime Architect, Security Analyst

* feat(stdlib): add 17 skills covering the library's largest gaps

Selection was driven by cross-referencing coverage against observed usage
rather than by intuition: Stack Overflow and GitHub Octoverse data for
which technologies matter, and install rankings on public agent-skill
registries for the shape of skills people actually use.

That comparison found a mismatch of form, not only of coverage. The
most-installed skills in the ecosystem are procedures - tdd, refactoring,
frontend design, browser automation - while all 174 existing skills were
domain knowledge shaped as <domain>-expert. The new workflows/ category
closes that gap and introduces the <activity>-workflow convention.

New category workflows/ (4)
- tdd-workflow, refactoring-workflow, debugging-workflow,
  code-review-workflow. code-review-workflow complements rather than
  replaces code-review-expert: procedure versus judgement. Merge them if
  the split proves confusing in use.

Applied AI (3) - the largest coverage gap
- llm-engineering-expert, rag-expert, agent-engineering-expert.
  The library referenced LLMs in tags but covered none of it: pgvector
  appeared zero times across 174 skills, LangChain once, MCP twice
  despite the repository shipping an MCP integration guide.

Capabilities (2)
- document-processing-expert (PDF, DOCX, XLSX, PPTX in one skill),
  browser-automation-expert (a client against third-party sites,
  distinct from playwright-expert which tests your own application).

Data (3)
- mysql-expert, the second most used database and previously absent
  while rarer stores had skills; analytical-databases-expert;
  stream-processing-expert.

Security (3)
- secrets-management-expert, supply-chain-security-expert (OWASP A03
  2025), identity-access-expert (OWASP A01).

Interface and meta (2)
- accessibility-expert: design/ held only design-expert, which despite
  its name covers software architecture, so WCAG had no home.
- skill-router: find and compose skills across 191, with a
  disambiguation table for overlapping pairs.

Grouping by decision context rather than by technology keeps the growth
to 17 skills for roughly 50 topics. Five vector stores live inside
rag-expert; four document formats inside document-processing-expert.
Per-tool depth sits in references/, which the progressive-disclosure work
in 3.0.0 made cheap.

Four further gaps are better served by extending existing skills -
PyTorch and TensorFlow in ml-expert, OpenTelemetry in monitoring-expert,
Pulumi and Crossplane in terraform-expert - and are not in this change.

Library 3.0.0 -> 3.1.0, additive only. Adds the workflows label to the
inventory generator; catalogue, inventory, structure and CHANGELOG
regenerated.

Reviewed-by: Product Strategist, Security Analyst, DevX Engineer,
             Documentation Specialist

* fix(test): create test directories with mkdtempSync

CodeQL flagged js/insecure-temporary-file (CWE-377) on both suites.
`join(tmpdir(), <predictable name>)` followed by mkdirSync creates a
world-readable directory at a guessable path, so another local user can
pre-create it or plant a symlink between the name being computed and the
directory being created.

mkdtempSync creates the directory atomically with a random suffix and
0700 permissions, which closes both the disclosure and the race.

One occurrence is new in this branch (skill-discovery); the other
pre-dates it in skill-resolver and is fixed in the same pass rather than
left as a known finding in a file this branch already touches.
2026-09-05 04:35:30 +02:00

10 KiB

name, version, description, category, tags, allowed-tools
name version description category tags allowed-tools
ansible-expert 1.1.0 Expert-level Ansible for configuration management, automation, and infrastructure as code. Use when the user mentions automation, configuration management, infrastructure as code, playbooks, or roles, or when the task involves Ansible Architecture, Basic Inventory, YAML Inventory, or Dynamic Inventory. devops
ansible
automation
configuration-management
iac
playbooks
roles
Read
Write
Edit
Bash(ansible:*, ansible-playbook:*, ansible-galaxy:*)

Ansible Expert

Expert guidance for Ansible - configuration management, application deployment, and IT automation using declarative YAML playbooks.

Core Concepts

Ansible Architecture

  • Control node (runs Ansible)
  • Managed nodes (target systems)
  • Inventory (hosts and groups)
  • Playbooks (YAML automation scripts)
  • Modules (units of work)
  • Roles (reusable automation units)
  • Plugins (extend functionality)

Key Features

  • Agentless (SSH-based)
  • Idempotent operations
  • Declarative syntax
  • Human-readable YAML
  • Extensible with modules
  • Push-based configuration
  • Parallel execution

Use Cases

  • Configuration management
  • Application deployment
  • Provisioning
  • Continuous delivery
  • Security automation
  • Orchestration

Installation

# Using pip
pip install ansible

# Using apt (Ubuntu/Debian)
sudo apt update
sudo apt install ansible

# Using yum (RHEL/CentOS)
sudo yum install ansible

# Verify installation
ansible --version

Inventory

Basic Inventory (INI format)

# inventory/hosts
[webservers]
web1.example.com
web2.example.com ansible_host=192.168.1.10

[databases]
db1.example.com ansible_user=dbadmin
db2.example.com

[production:children]
webservers
databases

[production:vars]
ansible_python_interpreter=/usr/bin/python3
ansible_connection=ssh

YAML Inventory

# inventory/hosts.yml
all:
  children:
    webservers:
      hosts:
        web1.example.com:
        web2.example.com:
          ansible_host: 192.168.1.10
    databases:
      hosts:
        db1.example.com:
          ansible_user: dbadmin
        db2.example.com:
    production:
      children:
        webservers:
        databases:
      vars:
        ansible_python_interpreter: /usr/bin/python3
        ansible_connection: ssh

Dynamic Inventory

#!/usr/bin/env python3
# inventory/aws_ec2.py
import json
import boto3

def get_inventory():
    ec2 = boto3.client('ec2', region_name='us-east-1')
    response = ec2.describe_instances(Filters=[
        {'Name': 'instance-state-name', 'Values': ['running']}
    ])

    inventory = {
        '_meta': {'hostvars': {}},
        'all': {'hosts': []},
        'webservers': {'hosts': []},
        'databases': {'hosts': []},
    }

    for reservation in response['Reservations']:
        for instance in reservation['Instances']:
            ip = instance['PrivateIpAddress']
            tags = {tag['Key']: tag['Value'] for tag in instance.get('Tags', [])}

            inventory['all']['hosts'].append(ip)
            inventory['_meta']['hostvars'][ip] = {
                'ansible_host': ip,
                'instance_id': instance['InstanceId'],
                'instance_type': instance['InstanceType'],
            }

            # Group by role tag
            role = tags.get('Role', '')
            if role in inventory:
                inventory[role]['hosts'].append(ip)

    return inventory

if __name__ == '__main__':
    print(json.dumps(get_inventory(), indent=2))

Templates (Jinja2)

{# templates/app.conf.j2 #}
# Application configuration for {{ app_name }}
# Generated by Ansible on {{ ansible_date_time.iso8601 }}

[server]
host = {{ ansible_default_ipv4.address }}
port = {{ app_port }}
workers = {{ ansible_processor_vcpus }}

[database]
host = {{ db_host }}
port = {{ db_port }}
name = {{ db_name }}
user = {{ db_user }}
password = {{ db_password }}

[cache]
enabled = {{ cache_enabled | default(true) | lower }}
{% if cache_enabled | default(true) %}
backend = redis
redis_host = {{ redis_host }}
redis_port = {{ redis_port }}
{% endif %}

[features]
{% for feature, enabled in features.items() %}
{{ feature }} = {{ enabled | lower }}
{% endfor %}

{% if environment == 'production' %}
[production]
debug = false
log_level = warning
{% else %}
[development]
debug = true
log_level = debug
{% endif %}

Variables and Facts

Variable Precedence (low to high)

  1. Role defaults
  2. Inventory file/script group vars
  3. Inventory group_vars/all
  4. Playbook group_vars/all
  5. Inventory group_vars/*
  6. Playbook group_vars/*
  7. Inventory file/script host vars
  8. Inventory host_vars/*
  9. Playbook host_vars/*
  10. Host facts
  11. Play vars
  12. Play vars_prompt
  13. Play vars_files
  14. Role vars
  15. Block vars
  16. Task vars
  17. Extra vars (-e flag)

Using Variables

---
- name: Variable examples
  hosts: all
  vars:
    app_name: myapp
    app_version: 1.0.0
  vars_files:
    - vars/common.yml
    - 'vars/{{ environment }}.yml'

  tasks:
    - name: Load variables from file
      include_vars:
        file: 'vars/{{ ansible_distribution }}.yml'

    - name: Set fact
      set_fact:
        full_app_name: '{{ app_name }}-{{ app_version }}'

    - name: Register output
      command: hostname
      register: hostname_output

    - name: Use registered variable
      debug:
        msg: 'Hostname is {{ hostname_output.stdout }}'

    - name: Access facts
      debug:
        msg: |
          OS: {{ ansible_distribution }} {{ ansible_distribution_version }}
          Kernel: {{ ansible_kernel }}
          CPU: {{ ansible_processor_vcpus }} cores
          Memory: {{ ansible_memtotal_mb }} MB
          IP: {{ ansible_default_ipv4.address }}

Error Handling

---
- name: Error handling examples
  hosts: all
  tasks:
    - name: Task that might fail
      command: /bin/false
      ignore_errors: yes

    - name: Task with custom error handling
      block:
        - name: Try to start service
          systemd:
            name: myapp
            state: started
      rescue:
        - name: Log error
          debug:
            msg: 'Failed to start myapp'

        - name: Try alternative
          systemd:
            name: myapp-fallback
            state: started
      always:
        - name: This always runs
          debug:
            msg: 'Cleanup task'

    - name: Assert condition
      assert:
        that:
          - ansible_memtotal_mb >= 2048
          - ansible_processor_vcpus >= 2
        fail_msg: 'Server does not meet minimum requirements'

    - name: Fail when condition
      fail:
        msg: 'Production deployment requires version tag'
      when:
        - environment == 'production'
        - app_version == 'latest'

    - name: Changed when condition
      command: /usr/local/bin/check_status.sh
      register: result
      changed_when: "'updated' in result.stdout"
      failed_when: result.rc not in [0, 2]

Ansible Vault

# Create encrypted file
ansible-vault create secrets.yml

# Edit encrypted file
ansible-vault edit secrets.yml

# Encrypt existing file
ansible-vault encrypt vars/production.yml

# Decrypt file
ansible-vault decrypt vars/production.yml

# View encrypted file
ansible-vault view secrets.yml

# Rekey (change password)
ansible-vault rekey secrets.yml
# secrets.yml - what `ansible-vault view secrets.yml` shows you.
# On disk this file is ciphertext; it is only ever plaintext in memory and in
# your editor during `ansible-vault edit`. Never commit the decrypted form.
---
db_password: "{{ lookup('env', 'DB_PASSWORD') }}"
api_key: "{{ lookup('env', 'API_KEY') }}"
ssl_key: "{{ lookup('env', 'SSL_PRIVATE_KEY') }}"


# The same file at rest, after `ansible-vault encrypt`:
#   $ANSIBLE_VAULT;1.1;AES256
#   66386439653236336462626566653063336164663966303231363934653561363964363833313662
#   ...

# Use in playbook
---
- name: Deploy with secrets
  hosts: production
  vars_files:
    - secrets.yml
  tasks:
    - name: Configure database
      template:
        src: db.conf.j2
        dest: /etc/db.conf
      no_log: yes # Don't log sensitive data
# Run playbook with vault password
ansible-playbook playbook.yml --ask-vault-pass

# Use password file
ansible-playbook playbook.yml --vault-password-file ~/.vault_pass

# Use multiple vault IDs
ansible-playbook playbook.yml --vault-id prod@prompt --vault-id dev@~/.vault_dev

Testing

Molecule (Role Testing)

# Install molecule
pip install molecule molecule-docker

# Initialize molecule
cd roles/myapp
molecule init scenario

# Run tests
molecule test

# Test workflow
molecule create    # Create test instances
molecule converge  # Run playbook
molecule verify    # Run tests
molecule destroy   # Cleanup
# molecule/default/molecule.yml
---
dependency:
  name: galaxy
driver:
  name: docker
platforms:
  - name: ubuntu
    image: geerlingguy/docker-ubuntu2004-ansible
    pre_build_image: yes
provisioner:
  name: ansible
verifier:
  name: ansible

Anti-Patterns to Avoid

❌ Not using roles: Organize code in reusable roles ❌ Shell commands everywhere: Use modules when available ❌ Hardcoded values: Use variables ❌ No error handling: Use blocks, rescue, always ❌ Storing secrets in plaintext: Use Ansible Vault ❌ Not testing: Use molecule for role testing ❌ Ignoring idempotency: Tasks should be safe to run multiple times ❌ Complex playbooks: Break into smaller, focused playbooks

Reference Documentation

Detailed material lives alongside this skill and is read on demand:

  • Best Practices — Playbook Organization, Idempotency, Performance, Security
  • Playbooks — Basic Playbook, Advanced Playbook, Conditionals and Loops
  • Roles — Role Structure, Example Role, Role Dependencies

Resources