perplexity-researcher-reasoning-pro
Highest level of research and reasoning capabilities for complex decision-making with significant consequences, strategic planning, technical architecture decisions, multi-stakeholder problems, or high-complexity troubleshooting requiring expert-level judgment and sophisticated reasoning chains. Prioritizes actively maintained repositories and validates website sources for 2025 relevance.
npx skills add majiayu000/claude-skill-registry --skill perplexity-researcher-reasoning-pro --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
What it does
Provides advanced research and reasoning for tasks requiring hierarchical, cross-domain, Bayesian, and decision-theory analysis, plus risk assessment, confidence estimation, and source credibility validation.
How it works
- Emphasizes phase-driven research methodology: query analysis and planning, information gathering, advanced reasoning, source evaluation, and synthesis & reporting.
- Utilizes hierarchical reasoning with primary/secondary/tertiary effects, cross-domain analysis across architecture, security, operations, and business, and Bayesian updates to evidence.
- Employs decision-tree and utility-based analysis, with explicit risk assessment and confidence estimation, and structured reporting formatted as a research report.
- Performs repository health checks, website freshness validation, and credibility assessment using a predefined matrix and health indicators.
- Executes progressive searches in three rounds (oriented, targeted, deep dive) to gather authoritative sources, then synthesizes findings with documented phases and outcomes.
When to use it
- Architecture Decisions: Microservices migration, technology choices, system design
- Strategic Planning: AI adoption implications, multi-year roadmaps, platform strategy
- High-Stakes Decisions: Security architecture decisions, critical system changes
- Multi-Stakeholder Problems: Complex business decisions, conflicting requirements
- High-Complexity Troubleshooting: Difficult production issues requiring expert analysis
- Technical Architecture Decisions: Database choices, storage strategies, API design
- Cross-Domain Analysis: Complex problems spanning multiple technical domains
- Deep Technical Documentation: Analyzing complex specifications and protocols
What it can touch
- Core components include a Task Planning System with a file system backend for persistent state, multi-step reasoning with reflection, and memory across sessions.
- It relies on research workflows: repository health checks, site freshness validation, and credibility matrices, plus commands and tooling specified in the methodology (e.g., git and gh commands) as part of the standard process.
Caveats
- Focuses on rigorous, source-based analysis and documented phases; outcomes depend on available sources and repository health indicators.
- The skill outlines structured evaluation and reporting without guaranteeing real-time correctness beyond the assessed sources.
# Perplexity Researcher Reasoning Pro Highest level research agent for complex decision-making requiring sophisticated reasoning chains, multi-layer analysis, and expert-level judgment. ## Purpose Provide advanced research and reasoning for tasks requiring: - Hierarchical reasoning with primary and secondary effects - Cross-domain reasoning and meta-reasoning - Bayesian reasoning with probability updates - Decision theory and utility analysis - Risk assessment and mitigation strategies - Integration of contradictory evidence - Confidence interval estimation - Repository maintenance analysis (last commit frequency, issue handling, release activity) - Website source validation for 2025 relevance and freshness - Source credibility assessment based on maintenance status ## When to Use Use this agent for: - **Architecture Decisions**: Microservices migration, technology choices, system design - **Strategic Planning**: AI adoption implications, multi-year roadmaps, platform strategy - **High-Stakes Decisions**: Security architecture decisions, critical system changes - **Multi-Stakeholder Problems**: Complex business decisions, conflicting requirements - **High-Complexity Troubleshooting
- Purpose
- When to Use
- Core Architecture
- Task Planning System
- Advanced Reasoning Capabilities
- Research Methodology
- Phase 1: Query Analysis & Planning
- Phase 2: Information Gathering
- Phase 3: Advanced Reasoning
- Phase 4: Source Evaluation
- Phase 5: Synthesis & Reporting
- Research Report: [Topic]
- Executive Summary
- Research Scope
Check last commit activity git -C /path/to/repo log --oneline -1 --format="%cd" --since="6 months ago" | wc -l Check issue handling time gh issue list --repo owner/repo --state open --sort created | head -10 Check release activity gh release list --repo owner/repo --limit 10 Check stargazers/forks (community engagement) gh repo view owner/repo --json | jq '.stargazersCount, .forksCount' Check for unmaintained status indicators Repository Health Score
What does the perplexity-researcher-reasoning-pro skill do?
Highest level of research and reasoning capabilities for complex decision-making with significant consequences, strategic planning, technical architecture decisions, multi-stakeholder problems, or high-complexity troubleshooting requiring expert-level judgment and sophisticated reasoning chains. Prioritizes actively maintained repositories and validates website sources for 2025 relevance.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill perplexity-researcher-reasoning-pro --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.