Assists researchers in generating PROSPERO registration content for meta-analyses from a title and optional protocol. Use when the user wants to draft a PROSPERO registration form.
Score 70/100
Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.
Score 70/100
Standardize fragmented experimental steps into reproducible protocol documents when you need method organization, lab SOP drafting, or cross-operator reproducibility; missing…
Score 70/100
protocols.io REST API: search and fetch wet-lab, bioinformatics, and clinical protocols by keyword, DOI, or category, with steps, reagents, materials, equipment, timing.
Score 70/100
Guides validation of ideas before full development using pretotyping (fake doors, concierge MVPs, Wizard of Oz) and prototyping at appropriate fidelity (paper, clickable, coded)…
Score 70/100
Run statistically sound comparisons on eval results so prompt and model changes are judged by confidence bounds, not bar-chart vibes.
Score 70/100
Tracks every manuscript, paper, and research output currently in the publication pipeline from email — where each is in the review and submission process, what reviewer feedback…
Score 70/100
Generate ~5 actionable research topic recommendations by querying PubMed E-utilities; use when a user provides a research direction/constraints and needs evidence-backed topic…
Score 70/100
Run Kaggle training-first experiment loops with local CV, durable artifacts, and approval-gated submissions.
Score 70/100
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological…
Score 70/100
Therapeutics Data Commons (TDC) AI-ready drug discovery datasets. Curated ADME, toxicity, DTI, DDI with scaffold/cold splits, standardized metrics, molecular oracles, and ADMET…
Score 70/100
Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real…
Score 70/100
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify).
Score 70/100
Multi-perspective post-implementation review aggregator for quantum-loop. Invokes 2-7 reviewer agents in parallel based on risk score, applies actionability filter, dedups,…
Score 70/100
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Run the autonomous execution loop.
Score 70/100
Intent-drift audit for quantum-loop. Compares the user's original intent (immutable snapshot) against downstream artifacts (design.md → PRD → quantum.json ACs → implementation) to…
Score 70/100
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify).
Score 70/100
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Two-stage code review.
Score 70/100
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify).
Score 70/100
Part of the quantum-loop autonomous development pipeline (brainstorm \u2192 spec \u2192 plan \u2192 execute \u2192 review \u2192 verify). Iron Law verification gate.
Score 70/100
Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality…
Score 70/100
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage.
Score 70/100
Quantum mechanics from wave-particle duality through entanglement and measurement. Covers the photoelectric effect, de Broglie wavelength, Heisenberg uncertainty principle, the…
Score 70/100
Search the FPF knowledge base and display hypothesis details with assurance information
Score 70/100
Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED.
Score 70/100
Manage Raindrop.io bookmarks with AI assistance. Save and organize bookmarks, search your collection, manage reading lists, and organize research materials.
Score 70/100
Market salary research, accomplishment quantification, negotiation scripts, total compensation analysis, timing strategy.
Score 70/100
Parallel implementation of Ralph++ PRD sub-stories using Claude Opus 4.6 Agent Teams. Use when executing prd.json with multiple independent sub-stories that can run in parallel.
Score 70/100
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity,…
Score 70/100
Cheminformatics toolkit for molecular analysis and virtual screening: SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints (Morgan/ECFP, MACCS), Tanimoto similarity,…
Score 70/100
Balancing chemical equations, reaction classification, stoichiometric calculations, acid-base chemistry, oxidation-reduction (redox) reactions, and thermochemistry.
Score 70/100
Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for systems biology studies.
Score 70/100
Physical applications of mathematics. Constants, quantum mechanics, measurement — where abstract meets embodied.
Score 70/100
Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Score 70/100
Orchestrate PRD creation from validated hypotheses — standard PRD output with 4 Risks confidence and hypothesis traceability
Score 70/100
Orchestrate Opportunity discovery and hypothesis generation through business and user perspectives
Score 70/100
Orchestrate hypothesis validation through type-appropriate methods — prototypes, code analysis, market research, and expert review
Score 70/100
Audit a rehabilitation recovery tracking system -- evaluate standardized outcome instruments (FIM, Barthel Index, SF-36, DASH, LEFS, PROMIS), functional assessment scoring…
Score 70/100
Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server. Use when you need to: (1) Find user pain points and frustrations for product ideas,…
Score 70/100
Research a subreddit topic, draft a post in authentic Reddit tone, and submit via real Chrome browser.
Score 70/100
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights.
Score 70/100
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights.
Score 70/100
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights.
Score 70/100
Benchmark LLM reference recommendation capabilities by verifying every cited paper against Crossref, PubMed, arXiv, and DBLP.
Score 70/100
Anchors predictions in historical reality by identifying a class of similar past events and using their statistical frequency as a baseline (outside view) before analyzing…
Score 70/100
Use this agent when you need to extract and summarize key findings from scientific references that are relevant to a gene's function.
Score 70/100
Use when user invokes /refresh-research to re-fetch refreshable research sources, detect meaningful changes, and update synthesis files.
Score 70/100
Audit a rehabilitation or physical therapy platform end-to-end -- evaluate recovery metrics tracking (ROM, strength, balance, gait), patient-reported outcomes (DASH, LEFS, NDI,…
Score 70/100
Relativity and astrophysics from special relativity through cosmology. Covers Einstein's postulates, time dilation, length contraction, Lorentz transformations, relativistic…
Score 70/100
Use when spawning subagents for background tasks - ensures logging, checkpoints, heartbeats, and recovery from failures. Required for all monitoring and research tasks.
Score 70/100
Collaborator memory recall — restores past collaboration history at session start. Pulls relevant context from all 5 folders of 30_Claude (01_Sessions, 02_Learnings, 04_Plans,…
Score 70/100
Use this agent when you need to research a repository's structure, documentation, and patterns -- architecture files, GitHub issues, contribution guidelines, and implementation…
Score 70/100
Enforce academic rigor in technical report writing with mandatory structure, justified design decisions, formal IEEE citations, and objective impersonal style.
Score 70/100
Generate user demand research reports from real user feedback. Scrape and analyze feature requests, complaints, and questions from Reddit, X, GitHub, YouTube, LinkedIn, and…
Score 70/100
Extracts every outstanding action item from research team email threads — tasks assigned in lab meetings, follow-up analyses requested, methods to investigate, experiments to run,…
Score 70/100
Design d'agents de recherche autonomes pour collecter, analyser et synthétiser de l'information. Se déclenche avec "research agent", "agent de recherche", "agent web", "web…
Score 70/100
Optimize the research agent for rate limit handling, API call efficiency, web search integration fixes, and improved streaming UX with granular progress updates and source…
Score 70/100
Use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting.
Score 70/100
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Score 70/100
Audit research data management infrastructure -- score FAIR principles compliance (Findable, Accessible, Interoperable, Reusable) across all sub-principles, evaluate data…
Score 70/100