Create a safe checkpoint git commit on the current branch (auto-message; include agent log + safe untracked files; avoid secrets and bulky artifacts; track runs/**/{summary,report}.md only).
Plan experiments or development tasks using past knowledge. Adapts behavior based on project domain (research, unsloth, cuda) by reading registry.json. Triggers on <advise> or questions like "What should we try next?"
Enforce Cookmate frontend style. Use for any UI/UX work to keep brand colors/typography, AppShell patterns, and professional interaction states. Covers desktop + mobile.
[74] CLOSE. Quick checkpoint during active work when context is running low. Use multiple times per development cycle to preserve progress and lessons. Lighter than close-session — no full handoff needed. Triggers on 'save progress', 'checkpoint', 'context low', or automatically when nearing token limits.
Clean Architecture guidance for Triatu: layering, dependencies, and where code belongs. Use when adding new modules, moving code across layers, or updating architecture decisions and docs.
A workflow that drives development from requirements refined into observable behaviors (AC/EC) through requirement definition → design → implementation planning → TDD (Red/Green/Refactor) implementation → reporting → commit. Apply to tasks that execute based on `.spec-dock/current/*.md`.
Operate the local Scribe MCP tools for logging, project setup, manage_docs workflows, read_file usage, bridge integrations, and sentinel/project mode discipline. Use whenever you need to follow Scribe tool contracts, document management rules, or bridge development.
Guides using bun.sys for system calls and file I/O in Zig. Use when implementing file operations instead of std.fs or std.posix.
Use when writing or refactoring Python code for LangGraph v1.x + LangChain v1: Graph API + Functional API import paths, checkpoint/store usage, and migrations off deprecated prebuilts (create_react_agent -> langchain.agents.create_agent).
Guidelines for creating API routes in Expo Router with EAS Hosting
NVIDIA NIM (NVIDIA Inference Microservices) for deploying and managing AI models. Use for NIM microservices, model inference, API integration, and building AI applications with NVIDIA's inference infrastructure.
Copy this to `.claude/skills/setup-granola/SKILL.md` to enable automatic installation.
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
Look up Microsoft Purview documentation and guidance from Microsoft Learn. Use this skill ONLY when the user's question does NOT match a diagnostic symptom in dlm-diagnostics. Use dlm-diagnostics first for troubleshooting issues like retention policy errors, archive problems, inactive mailboxes, etc. Use asklearn for general questions like: how do I create a retention policy, how do I set up eDiscovery, how do I enable audit logging, how do I configure communication compliance, how do I set up information barriers, how do I use insider risk management, how do I manage records, or how do I configure adaptive scopes.
Configures comprehensive logging, metrics, distributed tracing, and alerting for GKE applications. Use when setting up Cloud Logging, creating dashboards in Cloud Monitoring, instrumenting Spring Boot with metrics, configuring alerts for error rates or resource usage, or implementing distributed tracing with Cloud Trace. Includes Prometheus integration, structured logging patterns, and observability best practices for microservices.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
Ask the user to pick a response style and persist the preference.
[62] VALIDATE. Final self-check before delivery. Verify goal alignment, completeness, correctness, and identify residual risks. Produces quality score (0-100) and delivery status. Use when completing any significant work, before handoff, or when you need confidence that work is ready.
[22] UNDERSTAND. Deep research from all sources — internal (code, git, logs) AND external (web, docs, best practices). Use when choosing libraries, investigating solutions, understanding legal/technical questions, comparing approaches, or anytime you need comprehensive knowledge from both project context and world knowledge. Triggers on "research", "investigate", "find best approach", "what do others do", "compare options", or complex questions requiring multiple sources.
Handle Restio support tickets when the user provides a ticket ID like XX-### (e.g., 'YYYYY-##: TASK - ...'). Use this skill to fetch the ticket via the restio-support MCP, prepare git branches, summarize the ticket, and request confirmation before making any code changes.