James P Hollingsworth

Generate structured Product Requirements Documents using hypothesis-driven methodology with Implementation Phases tracking.

中文简介正在准备中。当前显示原文说明。

Java and Spring Boot expert including REST APIs, JPA, and microservices

中文简介正在准备中。当前显示原文说明。

Feed actual task results back into agent memory for calibration. Compares predicted vs actual outcomes, records accuracy scores, and tracks estimation quality, prediction quality, and decision quality over time to improve future agent performance.

中文简介正在准备中。当前显示原文说明。

Shell out to OpenAI Codex CLI for headless code generation, analysis, and question-answering. Optimized for code tasks. Requires OPENAI_API_KEY env var.

中文简介正在准备中。当前显示原文说明。

Configurable regex-based alert system for detecting patterns in tool calls and session activity. Supports error triggers, content regex matching, token threshold triggers, and pattern detection with configurable actions.

中文简介正在准备中。当前显示原文说明。

Shell out to Cursor Agent CLI for headless IDE-aware code tasks. Supports multi-model routing (auto mode routes to Claude, Gemini, GPT). Requires Cursor Pro/Business subscription.

中文简介正在准备中。当前显示原文说明。

Next.js framework expert including App Router, Server Components, and API routes

中文简介正在准备中。当前显示原文说明。

Node.js backend expert including Express, NestJS, and async patterns

中文简介正在准备中。当前显示原文说明。

Use when the user wants to use Google Gemini for analysis, large files or codebases, sandbox execution, or brainstorming. Uses headless Gemini CLI scripts (no MCP). Triggers on "use Gemini", "analyze with Gemini", "large file", "sandbox", "brainstorm with Gemini".

中文简介正在准备中。当前显示原文说明。

Focuses on pandas-specific rules for data manipulation, including method chaining, data selection using loc/iloc, and groupby operations.

中文简介正在准备中。当前显示原文说明。

Outlines the monorepo structure and tooling conventions, emphasizing the use of Taskfile.yml, and proper handling of environment variables.

中文简介正在准备中。当前显示原文说明。

Decision matrix for selecting multi-agent topologies (Supervisor, Swarm, Hierarchical, Conductor) with token economics, failure modes, and escalation paths

中文简介正在准备中。当前显示原文说明。

General rules pertaining to Mobile UI development. Covers UI/UX best practices, state management, and navigation patterns.

中文简介正在准备中。当前显示原文说明。

Modern Python tooling best practices using uv, ruff, ty, and pytest. Mandates the Trail of Bits Python coding standards for project setup, dependency management, linting, type checking, and testing. Based on patterns from trailofbits/cookiecutter-python.

中文简介正在准备中。当前显示原文说明。

NativeScript best practices and patterns for mobile applications

中文简介正在准备中。当前显示原文说明。

Audit memory retrieval quality (drift, staleness, citation-groundedness) and produce remediation backlog.

中文简介正在准备中。当前显示原文说明。

Semantic search over global agent memory. Use to retrieve previously learned patterns, decisions, gotchas, and workarounds. Prevents stale-context errors across long sessions and multi-agent pipelines.

中文简介正在准备中。当前显示原文说明。

Structured workflow for upgrading Next.js applications across major versions. Use when migrating a Next.js project from one major version to another (e.g., 13 to 14, 14 to 15, 15 to 16). Covers codemod automation, breaking change detection, incremental migration paths, and post-upgrade validation.

中文简介正在准备中。当前显示原文说明。

Comprehensive health check across CC auto-memory and agent-studio memory systems — detects orphans, duplicates, staleness, and threshold violations

中文简介正在准备中。当前显示原文说明。

Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.

中文简介正在准备中。当前显示原文说明。

Autonomous fixed-budget ML experiment loop — setup, iterative hypothesis testing, git-based keep/discard tracking, and indefinite autonomous execution. Implements the karpathy/autoresearch protocol.

中文简介正在准备中。当前显示原文说明。

Shell out to Claude Code CLI to invoke a second Claude session headlessly. Useful for cross-validation, second opinions, and isolated analysis without sharing current agent context. Requires Anthropic account.

中文简介正在准备中。当前显示原文说明。

Provides specific version compatibility notes for NativeWind and Tailwind CSS to prevent common installation errors.

中文简介正在准备中。当前显示原文说明。

Content strategy, copywriting frameworks (AIDA/PAS/BAB/4Ps/FAB), editorial calendar management, platform-specific content, A/B testing, campaign planning, audience targeting, and content performance measurement.

中文简介正在准备中。当前显示原文说明。