Apply when sequencing an addition, refactor, or rewrite.
Fan out N independent workers, collect their results, and return one report for coverage, races, gauntlets, or exploration.
Cut AI tells from any writing. Must always apply.
Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds.
Expert-thinking profile for Paleontologist (field / museum / computational): Reason from taphonomic filters first: biostratinomy…
Transforms competitor research, pricing signals, and product walkthroughs into actionable product decision briefs and PRD inputs.
Audits and optimizes Claude Code skills and SKILL.md configurations for triggers, context budgets, and quality standards.
Palbox knowledge graph archivist — records sessions with bi-directional [[wikilinks]], creating a traversable Obsidian-like vault of…
Generate publication-quality figures and tables from experiment results.
Produce publication-ready scientific figures that are clear, compact, accessible, and visually consistent.
Automates the end-to-end process of reading research papers, generating structured analyses, and creating visual summary cards.
Generate publication-quality academic illustrations through a local Codex app-server bridge that uses Codex native image generation.
Generate publication-quality AI illustrations for academic papers using Gemini image generation.
Use when a paper is complete or near-complete and a holistic pre-submission audit is needed.
Search, download, and read academic papers from 20+ sources (arXiv, PubMed, Semantic Scholar, CrossRef, etc).
Draft LaTeX paper section by section from an outline.
Use when drafting or revising a scientific manuscript with real results, including journal articles, letters, and arXiv preprints
Generate PPTX presentations, DOCX documents, XLSX spreadsheets, and PDF reports from structured JSON input using PaperJSX.
Manage documents in Paperless-ngx document management system.
Optimizes AI development workflows by delegating independent tasks to multiple specialized agents running in parallel with isolated…
Use when multiple subtasks have no shared files or dependencies and can be executed simultaneously.