Results for “structure”

Structure compelling design presentations for stakeholders, reviews, and showcases.

Write idiomatic, high-performance PHP using generators, iterators, SPL data structures, and modern OOP features.

Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance.

Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance.

Adversarial code review using parallel review layers and structured triage. Use when the user says "run code review" or "review this code"

Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance.

Track technical changes with structured records, a state machine, and session handoff. Usage: /tc <init|create|update|status|resume|close|export|dashboard> [args]

Adds logging, metrics, tracing, and alerting to make production behavior visible and diagnosable.

Scaffolds new Blazor web applications with the correct render mode, project structure, and authentication setup.

Transform any repository's commit history and structure into a comprehensive technical summary and narrative story.

Executes a predefined implementation plan step by step, updating progress inline and running build or test commands.

Guides configuring Turborepo for JavaScript/TypeScript monorepos, covering task pipelines, caching, filtering, CI optimization, and package structure.

Analyzes a class for primitive obsession and proposes value object extractions with validation, structure, and refactoring guidance.

Searches codebases with structured grep, glob, and tree commands via ripgrep, fd, and tree CLI tools.

Write idiomatic, high-performance PHP code using generators, iterators, SPL data structures, and modern OOP features.

PLC programming reference — ladder logic, structured text, function blocks, and IEC 61131-3 standards. Use when writing PLC programs, debugging rungs, or reviewing automation logic.

Structure a decision into steelmanned, impact-weighted pros and cons - irreversible consequences flagged, the decisive unknown named, and a clear recommendation you can reject.

Trigger: structured logging, tracing, telemetry, SLI metrics, SLO alerts, log formats. Scope: Performance metrics, error tracing, production telemetry. Boundary: Excludes client behavioral product funnels.

Expert in narrative theory, story structure, character arcs, and literary analysis — grounds advice in established frameworks from Propp to Campbell to modern narratology

FastAPI best practices covering project structure, Pydantic v2 schemas, dependency injection, async handlers, authentication, authorization, transactional service layers, and testing with httpx and pytest.

Session-end auto-extraction of lessons, errors, fixes, and user feedback into structured memory. Fires at session end. Requires consent on first run.

Use when extracting structured information from text - named entity recognition, relation extraction, coreference resolution, knowledge graph construction, and information extraction pipelinesUse when ", " mentioned.

Use when summarizing an RNA folding landscape by counting how many structures fall into each energy band, rather than enumerating individual folds one by one.

The SA two-tier healthcare system, NHI, medical aid schemes, regulatory bodies, public sector structure, private hospital groups, and the policy environment.

Performance-coaching mode for repeated failures, passive behavior, completion-quality issues, or explicit try-harder requests. Uses structured troubleshooting and evidence-first delivery habits.

Cost-reimbursement IGCE scaffold for CPFF, CPAF, and CPIF with fee caps and estimated-cost structure (BLS + CALC+ + per diem MCPs). USE WHEN the user asks to "build a CPFF IGCE", "cost reimbursement estimate", "CPAF fee cap", "CPIF incentive structure", "CR IGCE", or "estimated cost plus fee". DO NOT USE FOR FFP (`igce-builder-ffp`) or T&M (`igce-builder-lh-tm`).

Provides a structured protocol for receiving and evaluating code review feedback, emphasizing technical verification over performative agreement.

Analyze a codebase and generate a structured map of files relevant to a task before making changes.

Generates a comprehensive, well-structured README.md file for a project by analyzing the workspace and following best practices.

Select and design navigation patterns that match product structure, user tasks, and platform conventions.

Specify micro-interactions using a structured framework covering trigger, rules, feedback, and loops/modes.

Adds concise Chinese comments to C++ code snippets, inferring meaning from variable and function names while preserving the original code structure.

Refactors duplicated code by extracting helper methods, shared abstractions, or reusable structures, with automated testing and commits after each extraction.

Creates detailed, bite-sized implementation plans from specs or requirements, with file structure, task decomposition, and TDD steps.

Creates structured Jira tickets from incident root cause analysis findings, including severity classification and remediation steps.

Architects, reviews, and scales backend systems with structured blueprints, trade-off analysis, and audit reports.