Research & Search

diegosouzapw Bundle

When the user requests to create or customize an academic personal website from a GitHub template repository. This skill handles the complete workflow of forking academic template repositories (like academicpages.github.io), extracting structured personal information from memory or provided data, and systematically updating configuration files (_config.yml), navigation menus (_data/navigation.yml), content pages (_pages/about.md), and publication listings (_publications/). It specifically handles academic profiles including personal details, education background, research experience, publications, skills, and contact information. Triggers include requests to 'fork and customize academic homepage', 'build personal academic website', 'create research portfolio', or 'set up GitHub pages with academic template'.

diegosouzapw Bundle

Detect and auto-install missing ToolUniverse research skills by checking common client skill directories and cloning from GitHub if absent. Use when ToolUniverse specialized skills are not installed, when setting up a new project, or when the tooluniverse router skill needs to bootstrap its sub-skills before routing.

diegosouzapw Bundle

This skill should be used when the user asks to "create an announcement", "write a Teams message for a PR", "write a Slack message for a PR", "announce PR changes", "generate a release announcement", "summarize PR for Teams", "summarize PR for Slack", "draft a channel post", or needs to turn GitHub pull request changes into a formatted announcement for IM platforms (MS Teams, Slack). Supports single-PR and multi-PR release announcements.

diegosouzapw Bundle

Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.

diegosouzapw Bundle

Aggregate and summarize event datasets (logs) using OPAL statsby. Use when you need to count, sum, or calculate statistics across log events. Covers make_col for derived columns, statsby for aggregation, group_by for grouping, aggregation functions (count, sum, avg, percentile), and topk for top N results. Returns single summary row per group across entire time range. For time-series trends, see time-series-analysis skill.

diegosouzapw Bundle

[22] UNDERSTAND. Deep research from all sources — internal (code, git, logs) AND external (web, docs, best practices). Use when choosing libraries, investigating solutions, understanding legal/technical questions, comparing approaches, or anytime you need comprehensive knowledge from both project context and world knowledge. Triggers on "research", "investigate", "find best approach", "what do others do", "compare options", or complex questions requiring multiple sources.

diegosouzapw Bundle

Master Research Repository: Sub-Bytes, Quanta Hypothesis, and Absolute Coordinate Mapping.

diegosouzapw Bundle

Deep research and analysis of Ethereum proposals from ethresear.ch, evaluating technical impacts, improvement opportunities, and technical debt implications for existing projects.

diegosouzapw Bundle

[Aesthetics] Maps aesthetic briefs to cultural references: art movements, photography, film, architecture, music, fashion. Outputs reference lists with visual language analysis. Organizes findings as Image and Memo nodes in Brain canvas.

diegosouzapw Bundle

Extracts high-value insights from research documents, RCAs, design docs, and memos - filters aggressively to return only actionable information. Research equivalent of analyzing-implementations skill.

diegosouzapw Bundle

[02] META. Create new skills when existing ones don't cover the task. Analyze unique requirements, build framework (Frame → Research → Plan → Execute), integrate risks, and declare new skill. Use when facing novel problems that existing skills can't address.

diegosouzapw Bundle

[52] EXECUTE. Three-stage refactoring workflow: (1) iterative research of refactor/modularization options, (2) plan + risk/edge-case analysis + Scope150 validation, then implement with tests after user confirmation, and (3) apply Scout105 cleanup protocol. Use when asked to refactor, modularize, or restructure code safely.

diegosouzapw Bundle

When the user requests to add academic papers to a BibTeX bibliography file while maintaining format consistency and sourcing from appropriate repositories. This skill handles 1) Reading existing BibTeX files to understand formatting conventions, 2) Searching for academic papers across multiple sources (OpenReview for conference papers, arXiv for preprints), 3) Extracting proper BibTeX metadata from conference pages or arXiv entries, 4) Determining appropriate citation format (@article vs @inproceedings) based on publication venue, 5) Appending new entries while preserving existing file structure and formatting. Triggers include requests to 'add to ref.bib', 'update bibliography', 'cite papers', or when working with academic reference files.

diegosouzapw Bundle

Researches and identifies potential customers, leads, and business opportunities for your product or service. Analyzes your offering, finds relevant companies and decision makers, provides contact information, and suggests outreach strategies. Use when looking for leads, researching target customers, identifying decision makers, or planning sales outreach.

diegosouzapw Bundle

Event Sourcing knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Event Sourcing architecture audits.

diegosouzapw Bundle

Outbox Pattern knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for transactional outbox, polling publisher, and reliable messaging audits.

diegosouzapw Bundle

Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize

diegosouzapw Bundle

Clean Architecture knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Clean Architecture and Hexagonal Architecture audits.

diegosouzapw Bundle

Layered Architecture knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for traditional N-tier/Layered Architecture audits.

diegosouzapw Bundle

Orchestrates complex software engineering tasks through a structured multi-phase workflow - Research → Brainstorm → Design → Plan → Execute → Review. Use this skill when the user asks you to implement a non-trivial feature, refactor, or change that benefits from upfront analysis before writing code. Activates on keywords like "orchestrate", "multi-phase", "plan and execute", or when a task is large enough to warrant structured decomposition.

diegosouzapw Bundle

Updates job schema and adapters with any new hook events the platform supports. Use after research to extend DeepWork's hook system.

diegosouzapw Bundle

Knowledge base for Claude Code formats and patterns. Use when creating or improving commands, agents, skills, or hooks.

diegosouzapw Bundle

Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings. Use when reading papers from PDFs, DOIs, or URLs to create structured summaries for researchers.

diegosouzapw Bundle

Create a lightweight summary of experiment results from a completed (fine-tuned and evaluated) experiment. Use after run-experiment to capture key metrics from the experiment in textual form.

diegosouzapw Bundle

Conduct comprehensive market research and competitive analysis to validate the problem, understand the market landscape, and identify opportunities. Use when starting stage 01 (market-research) or when user asks about competitors or market analysis.

diegosouzapw Bundle

[21] UNDERSTAND. Deep research workflow for this project using 150% scope (100% core + 50% boundary), evidence-based reasoning, and structured investigation notes. Use when the task requires investigation, root-cause analysis, or mapping unknown areas. Always maintain a research log file that captures findings, hypotheses, and next branches; use web.run when external verification is needed.

diegosouzapw Bundle

Stability Patterns knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Circuit Breaker, Retry, Rate Limiter, Bulkhead, and resilience audits.

diegosouzapw Bundle

Use when writing CS research papers (conference, journal, thesis), reviewing scientific manuscripts, improving academic writing clarity, or preparing IEEE/ACM submissions. Invoke when user mentions paper, manuscript, research writing, journal submission, or needs help with academic structure, formatting, or revision.

diegosouzapw Bundle

DEPRECATED - Use gpt-researcher skill instead. This browser automation approach has been replaced with the local GPT-Researcher framework using OpenAI o1.

diegosouzapw Bundle

PSR-4 autoloading standard knowledge base for PHP 8.5 projects. Provides quick reference for namespace-to-path mapping, composer.json configuration, directory structure, and common mistakes. Use for autoloading audits and project structure reviews.

diegosouzapw Bundle

Quantum-classical hybrid checkpoint система. Используй когда (1) нужны cutting-edge технологии (real quantum algorithms, transformers, GNN), (2) research/innovation проекты с advanced ML requirements, (3) готовность к pre-AGI capabilities (15 функций), (4) hardware доступен (GPU/TPU recommended). 115 функций (39% real implementations vs 12% simulated), 5 сек, 99.7/100. Bridging v4.0→v5.0 AGI. Для researchers и innovators.

diegosouzapw Bundle

Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.

diegosouzapw Bundle

Rigorous Socratic interrogator and research architect that helps researchers overcome incremental thinking by applying First Principles analysis. Use when a researcher presents a research problem, proposed methodology, draft idea, or scientific hypothesis and wants to expose hidden assumptions, identify fundamental physical/mathematical constraints, generate unconventional radical alternatives, or deepen mechanistic understanding through probing questions. Triggers on phrases like "I want to improve X by doing Y", academic research brainstorming, scientific hypothesis generation, or any request to stress-test, challenge, or deconstruct a research idea. Do NOT trigger for pure literature reviews, writing assistance, or non-research tasks.

diegosouzapw Bundle

Operate the "Handoff Contracting for research and development labs" capability in production for research and development labs workflows. Use when mission execution explicitly requires this capability and outcomes must be reproducible, policy-gated, and handoff-ready.

oyi77 Skill

Use when company-kb — Company Knowledge Base Skill. Use when relevant to this domain.

oyi77 Skill

Use when apply hacker mindset to find vulnerabilities, break assumptions, and stress-test systems before attackers do. Use when working with best hacker.