发现 Skills

Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.

Audits web applications and architectures for compliance with GDPR, CCPA, and other privacy regulations, focusing on consent, data minimization, and user rights.

Build Go web servers with Echo framework — HTTP/2, WebSocket, SSE, JWT auth, file handling, TLS, middleware, proxying, and production patterns. Use when building Go HTTP servers or implementing web protocols.

Design patterns adapted for Go's philosophy. Use when writing Go code, reviewing Go architecture, translating OOP patterns to idiomatic Go, or applying design patterns in a non-OOP language.

Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices.

Implement and troubleshoot integrations with the UK Companies House APIs, including Public Data, Streaming, Document, Identity OAuth 2.0, Discrepancies, API Filing, and Sandbox Test Data Generator services. Use when building or debugging Companies House requests, choosing live vs sandbox hosts, setting up API key/stream key/OAuth authentication, handling rate limits and MIME-type versioning, or mapping business tasks to exact Companies House endpoints.

Overrides default LLM truncation behavior. Enforces complete code generation, bans placeholder patterns, and handles token-limit splits cleanly. Apply to any task requiring exhaustive, unabridged output.

Audit memory directory for structural issues (orphans, dangling refs, duplicates, missing sections, oversized entries) and staleness against session-history transcripts; report-first, fix-on-confirmation. Use when the user says "audit memory", "memory hygiene", or "find stale/duplicate memories".

Decompose a plan, PRD, or spec into independently-grabbable vertical-slice issues (markdown file by default, GitHub issues via flag). Trigger when the user wants implementation tickets, work decomposition, or to convert an implementation plan into parallelizable work. Takes a plan file and emits atomic vertical slices.

Use when looking up agent-browser command syntax or global options, or when unsure whether agent-browser is the right tool for a browser task

A comprehensive verification system for Claude Code sessions.

RSA (Rivest-Shamir-Adleman) is the most widely deployed asymmetric cryptographic algorithm, used for digital signatures, key exchange, and encryption. This skill covers generating, storing, rotating, and managing RSA key pairs across their lifecycle.

Scaffold a new document with correct frontmatter based on .stem schema. Uses auto-numbering to generate the next ID automatically. This skill should be used when the user says "new doc", "crear documento", "scaffold", "create a new file", "add a document", "nuevo archivo", "add a task", "new record", "nueva tarea", "rootline new", or wants to create a structured document in a rootline-managed directory.

Ordo JIT compilation and performance optimization guide. Includes Schema-aware JIT, TypedContext derive macro, Cranelift compilation, performance tuning. Use for optimizing rule execution performance, reducing latency, increasing throughput.

Provides knowledge about internal APIs, service contracts, and integration patterns

Extension encoding audit methodology standards: materiality calculation, sampling methodology, documentation requirements, escalation procedures, and quality control per ISA standards.

Extension encoding chart of accounts structure: account codes, groupings, documentation requirements, and intercompany account mappings. Ships with IFRS-compliant PKR template. Adapt for your entity.

CA/CPA Domain 2 agent for tax compliance and non-assurance advisory workflows. Use when performing tax research, computing tax liabilities, conducting due diligence analysis, or advising on restructuring scenarios.

Workflow orchestrator that chains existing skills for feature development

Orchestrates complex multi-stage deployments with dependency management, sequencing rules, and failure handling across interconnected services.

Pitfalls and best practices for gRPC in remote procedure calls, focusing on cloud-native architecture and patterns

Implements intelligent helpdesk automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense

"Configures KServe in cloud-native engineering - model serving for cloud-native deployment and infrastructure management."

Implements structured error handling (custom exception hierarchies, retry with backoff, circuit breaker, graceful degradation) for resilient, diagnosable, and recoverable software systems.