DevOps e Infra

Use when the user says "update session", "log progress", "checkpoint session", or invokes /session-update — especially before /clear or handoff

Guide Python type annotations using the typing module: Protocol, TypeVar, ParamSpec, Generic, Literal, TypeAlias, overload, and dataclass field typing. Use when the user writes Python type hints, asks about typing, creates generic classes, defines protocols, or works with mypy/pyright. Trigger when you see untyped Python code that should be typed.

Exploit-chain assembly methodology — combining multiple medium-impact findings into one high-impact path (Open Redirect + OAuth = ATO, SSRF + cloud-metadata = creds, IDOR + privilege escalation, prototype pollution + downstream gadget). Pattern-level, with chain-aware CVSS scoring and MITRE ATT&CK mapping.

Step-by-step logic tracer. Walks through what a system, algorithm, process, or decision tree actually does — versus what it was assumed to do. Finds the exact step where logic diverges from expectation. Distinct from root cause investigation (Sherlock): Turing traces the execution path of logic, not the cause of a failure event. Triggers on: "Turing", "trace this logic", "walk me through what this

Review exploration progress. Use to get a tree health report, ingest hypothesis feedback events, decide what to explore next, audit cross-direction lessons, or get a cross-tree review of the current state. Wide read across the whole map, narrow write — proposes and routes; doesn't change tree substance.

Systematic codebase bug hunt — find and fix all AI-fixable bugs in-session, defer blocked ones to backlog

Build REST APIs with Django REST Framework: serializers, ViewSets, permissions, pagination, filtering with django-filter, throttling, and versioning. Use when the user builds Django APIs, asks about DRF patterns, implements CRUD endpoints, or needs API authentication and permissions. Trigger when you see Django views returning JSON manually instead of using DRF.

Esta skill molda roadmaps aprovados por PMs a partir de pesquisas, análises aprofundadas e inputs de repositórios de pares, usando um pipeline de Sintetizar → Substanciar → Planejar → Despachar. Ela gera esboços detalhados de roadmaps derivados com estado de implantação e gráfico de bloqueios, baseados em visões gerais aprovadas por PMs e corpus de pesquisa, sendo acionada por solicitações para moldar roadmaps ou planejar sequências de sprints.

Implement structured logging and analyze logs to diagnose issues. Use when the user sets up logging, asks about log levels, needs to trace requests through distributed systems, or is analyzing log output to debug a problem. Apply when adding logging to any application.

Ethical and consequence-oriented thinker. Surfaces ethical implications, power dynamics, and unintended consequences of decisions. Asks "what does this enable, and who pays the cost?" Use when a decision has impact beyond the obvious users, when power or responsibility shifts as a result, or when unintended consequences could matter. Triggers on: "Arendt", "ethical implications", "who pays the cos

Guide file and directory organization for maintainable codebases. Use when the user creates new files, asks where to put code, plans project structure, or when a file exceeds 400 lines. Apply when scaffolding new projects or refactoring large files into smaller modules.

Architectural patterns, naming conventions, file organization, and error handling for the worclaude CLI project