Testing
Unit tests, integration tests, test automation
outside-in-testing
by rysweet
Generates agentic outside-in tests using gadugi-agentic-test framework for CLI, TUI, Web, and Electron apps. Use when you need behavior-driven tests that verify external interfaces without internal implementation knowledge. Creates YAML test scenarios that AI agents execute, observe, and validate against expected outcomes. Supports progressive complexity from simple smoke tests to advanced multi-step workflows.
journalist-analyst
by rysweet
Analyzes events through journalistic lens using 5 Ws and H, investigative methods, source evaluation, fact-checking, newsworthiness criteria, and ethical journalism principles. Provides insights on story angles, information gaps, credibility, public interest, and media framing. Use when: Breaking news, information verification, source analysis, story development, media criticism. Evaluates: Factual accuracy, source credibility, completeness, newsworthiness, bias, public interest.
openharmony-ut
by openharmonyinsight
Automate OpenHarmony unit test and fuzz test workflows including test generation, compilation, deployment to devices, and execution. Use when writing, building, or running UT/FuzzTest for OpenHarmony projects.
sast-semgrep
by AgentSecOps
Static application security testing (SAST) using Semgrep for vulnerability detection, security code review, and secure coding guidance with OWASP and CWE framework mapping. Use when: (1) Scanning code for security vulnerabilities across multiple languages, (2) Performing security code reviews with pattern-based detection, (3) Integrating SAST checks into CI/CD pipelines, (4) Providing remediation guidance with OWASP Top 10 and CWE mappings, (5) Creating custom security rules for organization-specific patterns, (6) Analyzing dependencies for known vulnerabilities.
detection-sigma
by AgentSecOps
Generic detection rule creation and management using Sigma, the universal SIEM rule format. Sigma provides vendor-agnostic detection logic for log analysis across multiple SIEM platforms. Use when: (1) Creating detection rules for security monitoring, (2) Converting rules between SIEM platforms (Splunk, Elastic, QRadar, Sentinel), (3) Threat hunting with standardized detection patterns, (4) Building detection-as-code pipelines, (5) Mapping detections to MITRE ATT&CK tactics, (6) Implementing compliance-based monitoring rules.
technical-specification
by leeovery
"Build validated specifications from source material through collaborative refinement. Use when: (1) User asks to create/build a specification from source material, (2) User wants to validate and refine content before planning, (3) Converting source material (discussions, research, requirements) into standalone specifications, (4) User says 'specify this' or 'create a spec', (5) Need to filter hallucinations and enrich gaps before formal planning. Creates specifications in .workflows/specification/{topic}/specification.md that can be used to build implementation plans."
nix
by fred-drake
Nix flake for home configuration
ontology-validator
by HeshamFS
Validate material sample annotations and data structures against ontology constraints. Use when checking if CMSO annotations are correct, verifying that required properties are present, or validating that object property relationships have consistent domain and range. Catches unknown classes, unknown properties, domain mismatches, and missing required fields.
sdd-archive
by Gentleman-Programming
Sync delta specs to main specs and archive a completed change. Trigger: When the orchestrator launches you to archive a change after implementation and verification.
sdd-verify
by Gentleman-Programming
Validate that implementation matches specs, design, and tasks. Trigger: When the orchestrator launches you to verify a completed (or partially completed) change.
sdd-design
by Gentleman-Programming
Create technical design document with architecture decisions and approach. Trigger: When the orchestrator launches you to write or update the technical design for a change.
sdd-tasks
by Gentleman-Programming
Break down a change into an implementation task checklist. Trigger: When the orchestrator launches you to create or update the task breakdown for a change.
sdd-init
by Gentleman-Programming
Bootstrap the openspec/ directory structure for Spec-Driven Development in any project. Trigger: When user wants to initialize SDD in a project, or says "sdd init", "iniciar sdd", "openspec init".
sdd-spec
by Gentleman-Programming
Write specifications with requirements and scenarios (delta specs for changes). Trigger: When the orchestrator launches you to write or update specs for a change.
project-referee
by sundial-org
Critiques ML conference papers with reviewer-style feedback. Use when users want to anticipate reviewer concerns, identify weaknesses, check claim-evidence gaps, or find missing citations.
testing-dbt-models
by AltimateAI
Adds schema tests and data quality validation to dbt models. Use when working with dbt tests for: (1) Adding or modifying tests in schema.yml files (2) Task mentions "test", "validate", "data quality", "unique", "not_null", or "accepted_values" (3) Ensuring data integrity - primary keys, foreign keys, relationships (4) Debugging test failures or understanding why dbt test failed Matches existing project test patterns and YAML style before adding new tests.
project-scaffolding
by markus41
Project type detection matrix, template recommendations per project type, post-scaffolding checklist, Harness integration patterns, and testing recommendations
tdd-workflow
by organvm-iv-taxis
Test-driven development workflow with comprehensive coverage requirements including unit, integration, and E2E tests
time-series-analyst
by organvm-iv-taxis
Analyzes time-series data for patterns, trends, seasonality, and anomalies, with forecasting using statistical and machine learning methods.
fullstack-starter-pack
by organvm-iv-taxis
Curated bundle of essential skills for fullstack web development. Installs API design, testing, deployment, backend patterns, frontend architecture, and code quality skills together. Use when starting a new fullstack project or onboarding onto a codebase.
plain-talk-reportcard
by Terryc21
'Codebase analysis with A-F grades explained in plain language for non-technical stakeholders. Self-contained iOS/Swift audit. Triggers: "plain talk report card", "stakeholder report", "non-technical audit".'
tech-talk-reportcard
by Terryc21
'Technical codebase analysis with A-F grades across 9 categories. Self-contained iOS/Swift audit with automated grep scanning, verification, and Issue Rating Tables. Triggers: "tech report card", "grade my codebase", "technical audit".'
mobile-rbac
by peterbamuhigire
"Role-Based Access Control for Android mobile apps integrating with a multi-tenant SaaS backend. Covers permission fetching, caching in EncryptedSharedPreferences, Jetpack Compose permission gates (PermissionGate, ModuleGate, PermissionButton), module-gated bottom navigation, navigation guards, offline-capable permission checks, and defense-in-depth patterns. Use when implementing permission-based UI gating, role-based feature access, or module-based tab visibility in Android apps."
API Testing Verification
by peterbamuhigire
Unit tests can't catch backend-frontend mismatches. Always verify with real API calls before committing.