Desenvolvimento

Checklist for adding a new AI provider (image, video, text, audio) that satisfies all 5 integration principles — ACL, bulkhead, idempotency, observability, and contract test. Load when integrating any new external AI API. Prevents the most common mistake of pasting httpx calls directly into a service.

Discover available agents, skills, quality commands (lint, test, typecheck), tech stack, verification capabilities, and LSP code intelligence features via parallel environment scanning. Use when starting implementation, creating PRs, reviewing PRs, or addressing feedback. This skill MUST be consulted because assuming tools exist causes runtime failures, and assuming they do not causes missing capa

Survival analysis methods including weighted logrank, MaxCombo, RMST, and milestone tests. Use when analyzing TTE data or choosing analysis methods for non-proportional hazards.

Analyzes test coverage, identifies untested code paths, and generates tests for the most critical uncovered areas. Use to improve test coverage before releases.

Implements a persistence layer using SwiftData or CoreData following MVVM — models, repository abstraction, and testable in-memory setup. Use when user says "add CoreData", "set up SwiftData", "persist data", "save to database", "add a data model", "create Core Data entities", or "use SwiftData models".

Surgical code-execution skill for AI coding agents on legacy codebases. Use WHENEVER the user asks to IMPLEMENT, CODE, BUILD, APPLY, or FIX from a contract source — IMP / Plan + TASK-NN, RCA report, freeform task, or Jira ticket. Triggers on /implement, /bug.fix, /code, /apply, /fix, "implement this", "code this", "build this", "apply this fix", "fix this bug", "execute the plan", "implement the b

The SAP consultant's AI operating system - enforced workflows, checklists, and hard gates for Claude Code. Debugging, estimation, and go-live readiness.

Use when estimating effort, timelines, or complexity for SAP work items, sprints, phases, or full projects. Triggers on requests for hours, days, duration, cost, resource count, or project sizing.

Memória e identidade compartilhadas para seus agentes de IA. Nativo do Git, auto-hospedado e sem dependência de fornecedor.

Use when starting feature work that needs workspace isolation — creates git worktree with automatic project setup and baseline test verification. Ensures worktree directory is git-ignored and safe. Integrates with code-forge:impl and code-forge:finish.

Hot-reload Julia code changes using Revise.jl without restarting the session

Use when working with SAP Financial Accounting (FI) — General Ledger, Accounts Payable, Accounts Receivable, Asset Accounting, Bank Accounting, period-end close, or S/4HANA Finance Universal Journal in any implementation, migration, or support context.