القائمة
Sub-agent delegation and parallel research patterns. Use when researching frameworks, analyzing codebases, or delegating discrete tasks to multiple sub-agents for maximum efficiency.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
Backend API development with Express, Zod validation, permissions, and security. Use when creating or modifying API endpoints, adding route handlers, implementing validation, or working with authentication/authorization.
Query and analyze production logs via BetterStack MCP. Use when diagnosing production issues, investigating errors, analyzing patterns, or monitoring system health.
Code quality standards, complexity management, and anti-over-engineering. Use when reviewing code, implementing features, or ensuring quality standards. Covers complexity limits, linting, and simplicity principles.
Documentation standards and decision criteria. Use when deciding whether to document, creating documentation, or maintaining existing docs. Covers significance thresholds, structure, and cross-referencing.
Git commit workflow and standards. Use when committing code, batching changes, or verifying builds before commits. Covers build verification, commit message format, and quality gates.
Debug local development issues by analyzing logs, checking processes, and diagnosing errors. Use when servers won't start, errors occur, or behavior is unexpected.
استنادا إلى تصنيف SOC المهني
| name | parallel-research |
| description | Sub-agent delegation and parallel research patterns. Use when researching frameworks, analyzing codebases, or delegating discrete tasks to multiple sub-agents for maximum efficiency. |
Patterns for delegating work to multiple sub-agents for maximum parallel efficiency.
NEVER do work that can be parallelized - delegate to multiple sub-agents simultaneously.
Before any implementation, launch parallel research:
Scan project files to identify ALL frameworks, libraries, and tools:
package.json - Node.js dependenciesrequirements.txt - Python dependenciesCargo.toml - Rust dependenciesgo.mod - Go dependenciesDeploy 5-8 sub-agents simultaneously:
| Agent | Focus Area | Example Prompt |
|---|---|---|
| 1 | Framework docs | "Research Express.js v4.18 official docs for middleware patterns" |
| 2 | Codebase patterns | "Analyze backend/src/routes/ for established routing patterns" |
| 3 | Testing patterns | "Research Jest patterns for API testing with Supertest" |
| 4 | Language idioms | "Research TypeScript best practices for error handling" |
| 5 | Security | "Research OWASP security practices for Express.js APIs" |
| 6+ | Specialized | Additional research as needed |
Research [framework] v[version] official documentation for [feature] implementation patterns
Analyze codebase in [directory] to identify established patterns for [functionality]
Research [testing framework] best practices and patterns for [test type] with [libraries]
Find best practices for [library] integration with [other tools] in [language]
Research security best practices for [framework] when implementing [feature type]
Sub-agent 1: Framework/library documentation research
Sub-agent 2: Codebase pattern analysis
Sub-agent 3: Testing approach research
Sub-agent 4: Security and performance research
Sub-agent 5: Language idiom research
Sub-agent 1: Test implementation following discovered patterns
Sub-agent 2: Core functionality implementation
Sub-agent 3: Configuration and setup
Sub-agent 4: Documentation updates
Sub-agent 5: Quality validation
Sub-agent 1: Integration testing
Sub-agent 2: Performance and security review
Sub-agent 3: Documentation completeness
Sub-agent 4: Code quality review
After parallel research completes: