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  • Ansible Playbook Dry Run Validator

    Validates Ansible playbooks using ansible-lint and the Ansible Galaxy API. Performs check-mode dry runs, validates role dependencies, and detects deprecated module usage across collections.

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  • GitHub Actions Workflow Linter

    Validates GitHub Actions YAML workflows using actionlint and the GitHub Actions REST API. Detects invalid step references, missing secrets declarations, and deprecated action versions before CI runs.

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  • Tekton Pipeline Validator

    Validates Tekton Pipeline YAML manifests against the Tekton Pipelines API schema. Uses tkn CLI and Kubernetes admission webhooks to catch misconfigurations before deployment. Supports PipelineRun, TaskRun, and Trigger resource types.

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  • Systemd Service Debugger

    Debugs failed systemd services using journalctl, systemctl, and the systemd D-Bus API. Analyzes unit dependencies, ExecStart failures, resource limits, and generates fix recommendations.

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  • Terraform State Drift Detector

    Detects infrastructure drift by running terraform plan -detailed-exitcode and parsing the JSON output via terraform show -json. Categorizes drift by resource type and generates targeted terraform apply plans for reconciliation.

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  • Semgrep Rule Author

    Generates custom Semgrep rules from natural language descriptions of vulnerability patterns. Uses semgrep –validate to verify rule syntax and semgrep –test to run against sample code fixtures automatically.

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  • Ansible Playbook Debugger

    Diagnoses Ansible playbook failures using ansible-playbook –check –diff mode, ansible-lint, and the Ansible callback plugin API. Parses task execution results and suggests fixes for common module errors in ansible.builtin and community collections.

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  • Systemd Service Diagnostics

    Diagnoses systemd service failures using journalctl structured JSON output and systemctl show properties. Analyzes unit file configurations with systemd-analyze verify and detects dependency ordering issues via systemd-analyze dot.

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  • Python Package Docs Fetcher

    Retrieves and indexes Python package documentation from PyPI metadata API and Read the Docs API. Uses ast module parsing and pydoc introspection to extract function signatures, docstrings, and type hints for offline reference.

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  • SonarQube Code Quality Scanner

    Runs SonarQube static analysis via the SonarQube Web API and sonar-scanner CLI. Detects code smells, bugs, and security vulnerabilities across 30+ languages with quality gate enforcement.

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