This skill should be used when the user says "set up monitoring", "arn infra monitor", "infra monitor", "configure monitoring", "set up observability", "add logging", "configure…
This skill should be used when the user says "infra pipeline", "arn infra pipeline", "create CI/CD pipeline", "set up deployment pipeline", "generate pipeline", "infra CI/CD",…
This skill should be used when the user says "refresh infra references", "update tool versions", "check for new MCPs", "update infra patterns", "refresh registries", "arn infra…
This skill should be used when the user says "infra report", "report infra issue", "infra broke", "arn-infra-report", "infrastructure issue", "report deployment problem", "report…
This skill should be used when the user says "review infra change", "infrastructure review", "review infrastructure", "infra quality review", "arn infra review", "check infra…
This skill should be used when the user says "save infra plan", "save infrastructure plan", "structure infra plan", "create infra project", "finalize infra plan", "arn infra save…
This skill should be used when the user says "manage secrets", "arn infra secrets", "infra secrets", "secrets management", "set up secrets", "configure secrets", "audit secrets",…
This skill should be used when the user says "triage infra request", "infra triage", "arn infra triage", "process infra issue", "handle infra request", "infrastructure request",…
This skill should be used when the user says "verify deployment", "verify infra", "check deployment", "arn infra verify", "infra verify", "health check", "check health", "verify…
This skill should be used when the user says "infra wizard", "arn infra wizard", "guided infra", "walk me through infrastructure", "infrastructure pipeline", "full infra…
This skill should be used when the user says "arch vision", "architecture vision", "arn arch vision", "define the architecture", "tech stack", "what technology should I use",…
This skill should be used when the user says "dev setup", "arn spark dev setup", "development environment", "configure dev environment", "dev container", "configure CI", "set up…
This skill should be used when the user says "scaffold", "arn scaffold", "set up the project", "create project", "initialize project", "bootstrap project", "create the skeleton",…
This skill should be used when the user says "spike", "arn spike", "validate risks", "technical validation", "proof of concept", "validate architecture", "risk spike", "test this…
This skill should be used when the user says "visual readiness", "check visual layers", "activate visual layer", "visual checkpoint", "promote visual testing", "enable layer 2",…
Working with @arwes/react (1.0.0-next) sci-fi UI framework — frame components, Animator lifecycle, SVG styling, bleeps, and effects.
Build and modify Ash Framework code using current Ash-native patterns. Use this skill whenever the user asks for Ash resources, actions, relationships, calculations, changes,…
Query Chinese A-share, ETF, index, financial statement, valuation, capital-flow, and technical-indicator data through the AShareHub Python SDK and hosted API.
Use this skill to verify a Compose semantics node's properties from a UI test using `assertExists`, `assertDoesNotExist`, `assertIsDisplayed`, `assertIsNotDisplayed`,…
This skill should be used when the user asks about "asset container", "Glide", "image manipulation", "form blueprint", "form submission", "search config", "Algolia", "search…
The processing RECIPE for turning Seestar OSC subs into a finished image with the pure-Python AstroPipe pipeline — the correct calibration/stacking/stretch ORDER and the…
This skill should be used when debugging Astro issues, identifying Astro anti-patterns, fixing common Astro mistakes, troubleshooting Astro errors, resolving "document is not…
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units — from…
This skill should be used when implementing features using Acceptance Test Driven Development. It guides through the RED/GREEN/REFACTOR cycle with explicit permission gates…
This skill should be used when the user asks to "run mutation testing", "mutate my code", "kill mutants", "check test quality", "find surviving mutants", "verify test…
This skill should be used when the user asks to "build a feature with a team", "use ATDD with agents", "create an ATDD team", "set up a team for ATDD", "orchestrate agents for…
Test-first discipline. Auto-triggers on "let's implement X", "add feature Y", "fix bug Z", "write a test for", "implement", "build out", and similar pre-code-change phrases.
Use this skill whenever asked about Australian discretionary or family trust distributions -- trustee resolutions, present entitlement, section 95 net income versus trust income,…
This skill should be used when the user asks to "audit for dead code", "check for unused imports", "find cascade effects", "run post-implementation audit", or at Phase 7 of the…
Track audit/review findings as numbered issue files (.scratch/neonforge-v1/audit-items/NNN-slug.md) with id, severity, source audit, status (open/fixed/recorded), fix commit,…
Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans, and develops apps on…
Use this skill when authoring, configuring, or debugging Myco agent pipeline tasks. It covers task YAML anatomy, scheduling, parameter injection, timeout and concurrency behavior,…
Use this skill when designing, writing, configuring, or debugging a new phased executor task for the Myco agent harness — even if the user doesn't explicitly ask for a "task…
Plan and document a penetration test against a target the caller is authorized to assess, producing scoped methodology, a lateral-movement and privilege-escalation test plan, and…
PROACTIVELY activates for ANY task with clear success criteria. This skill should be used when the user provides tasks like: "fix the bug", "add tests", "implement featur — from…
PROACTIVELY activates for ANY task with clear success criteria. This skill should be used when the user provides tasks like: "fix the bug", "add tests", "implement featur — from…
PROACTIVELY activates for ANY task with clear success criteria. This skill should be used when the user provides tasks like: "fix the bug", "add tests", "implement featur — from…
Standardize the sequence of building, testing, and deploying software changes across environments. Use this skill whenever the user mentions ci/cd pipeline, github actions, gitlab…
Run unit and integration suites in isolated sandboxes and interpret the failure logs. Use this skill whenever the user mentions test execution, test runner, sandbox testing,…
Embed unit, integration, and end-to-end tests into the delivery chain to validate code quality. Use this skill whenever the user mentions test integration, unit test, e2e test,…
Use this skill when you need to design automation testing approaches using patterns like POM, data-driven testing, or BDD; triggers include automation testing and test automation…
This skill consolidates autonomous AI agent loop patterns: the Ralph Wiggum exit-code-2 pattern, our manage-loop (manage-continuation.json + manage-loop-hook.py), grind-loop.sh…
Execute long-running, multi-session tasks autonomously using Claude Code headless mode or in-session hook-based loops.
Conventional commit format rules for Awl — commit types (feat/fix/perf/revert for changelog; docs/style/refactor/test/build/ci/chore for internal), scope detection from…
Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python.
Contribute a new lesson to the AWS Learnings library (the llms.txt-format library at github.com/jbdamask/aws-learnings-library).
Use this skill when reviewing AWS ACM Private CA (Private Certificate Authority) issuer configurations for cert-manager.
Generate Python code to call undocumented AWS APIs using SigV4 authentication from cURL requests captured in browser dev tools.
This skill helps an LLM generate correct AI provider setup and configuration code using @ax-llm/ax. Use when the user asks about ai(), providers, models, presets, embeddings,…
This skill helps with using the @ax-llm/ax TypeScript library for building LLM applications. Use when the user asks about ax(), ai(), f(), s(), agent(), flow(), AxGen, AxAgent,…
Use this skill for Microsoft Foundry and Azure AI Foundry operations governance: resource-versus-project boundary design, RBAC review, quota planning, network isolation, logging,…
Azure Machine Learning SDK v2 for Python workflow skill. Use this skill when the user needs Azure Machine Learning SDK v2 for Python.
Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirection — from…
Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirection — from…
⚠️ DEPRECATED: This SDK has been renamed to Call Automation. For new projects, use azure-communication-callautomation instead. This skill is for maintaining legacy code only.
Use this skill for Azure Cosmos DB application development work, especially NoSQL data modeling, document structure, partition-aware access patterns, point reads, query design,…
Use this skill for Azure Cosmos DB performance investigation, especially RU spikes, query latency, throttling, hot partitions, indexing inefficiency, partition-skew analysis,…
Use this skill for Azure Cosmos DB platform operations and design review, especially accounts, databases, containers, partition-key design, throughput and RU posture, consistency…
Install and connect the Azure Cost Management App (by Microsoft Corporation) in Power BI Service via browser automation.
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks.