Cross-cutting reference manager for medical manuscripts.
Coordinate implementation waves through separate OpenCode TUI workers in isolated git worktrees and cmux workspaces.
Assembles, structures, and audits empirical data and code replication packages compliant with Management World (《管理世界》) publication…
Structures digital wallet analysis with stored value, regulatory classification, and risk assessment.
Use when working with Posthog — postHog analytics management — monitor events, feature flags, experiments, session recordings, and…
Define behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis…
Full deprecation lifecycle for APIs, features, or internal code — Hyrum's Law analysis, deprecation notices, migration path design, and…
Spawn a fresh adversarial reviewer mid-implementation for any non-trivial decision — branching logic, cross-module boundaries…
Relentlessly interview the user about a plan or design, walking down every branch of the decision tree one question at a time until…
Structured production incident workflow — gather symptoms, run diagnostics, correlate recent deploys, draft a timeline and incident report
Extract requirements one targeted question at a time before any plan or code starts — hypothesizes user intent, scores confidence, and…
Instrument code with structured logging, metrics, and OpenTelemetry tracing — define the on-call questions first, then work backward to…
Internal health check skill for AI DevStudio project.
Synthesize the current conversation context and codebase into a full PRD — problem statement, user stories, implementation decisions…
Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
Remove signs of AI-generated writing from text.
Audit academic manuscripts for typographic design conventions: booktabs table style, caption placement, dashes/quotes, units and numbers…
Aggregates personal work traces across IM, mail, calendar, tasks, docs, and meetings into verified weekly report drafts without sending…
Before writing any code, produce a mermaid map of the change at the file-and-function level: every new or modified function with its…
Build a traceable hierarchy and deterministic cross-reference graph from user-provided mainland-China normative legal texts.
Decompose a game concept into individual systems, map dependencies, prioritize design order, and create the systems index.