Research

Comprehensive SessionEnd hook that syncs and synthesizes all daily completions, notes, todos, and conversation data into unified daily notes and knowledge bases.

**START HERE**: Use the venue detection tree below before proceeding.

Searches across Obsidian vault, synthesizes findings from multiple notes, and creates comprehensive research documentation. Gathers scattered information using filesystem search and dataview queries, analyzes content, and produces structured research reports with proper citations and wiki-links.

Compile a paper outline from the claim graph — evidence map → narrative structure → section plan + figure plan + citation plan, Review LLM review mandatory

Draft a LaTeX paper from PAPER_PLAN — write each section from wiki sources + generate figures/tables + BibTeX verification + de-AI polish

Bootstrap ΩmegaWiki from user sources plus optional discovery, then ingest the final paper set in parallel

Experiment verdict gate — Review LLM independently judges results → 4 verdict paths → auto-update claims confidence, ideas status, graph edges

Scan the full wiki to detect health issues and produce a tiered fix-recommendation report (covers all 9 entity types + graph consistency)

Write grounded academic and application documents from a set of source papers, with strict citation discipline — every specific claim traces to a real supplied paper and citations are cross-checked against those papers before delivery, not fabricated. Use this skill WHENEVER the user wants to draft scholarly or application writing from sources: a literature review, theoretical framework, research proposal, introduction, discussion, conclusion, abstract, or academic essay — or a personal state...

Assist with physics from intuitive explanations to formal derivations at any level.

Guide philosophical inquiry from first questions to scholarly debate.

DeFi vault intelligence: risk scores, yield comparison, portfolio analysis, and oracle monitoring across Morpho, Yearn, Aave, Beefy, and Spark. Use when the user wants to find safe DeFi vaults, compare yields, check vault risk scores, analyze a wallet's DeFi positions, search for yield opportunities, monitor oracle freshness, or get DeFi market overview stats. Covers Ethereum, Base, Arbitrum, Polygon, Optimism, and Avalanche.

Pharmacology agent for ADME/PK profiling of drug candidates from SMILES. Computes drug-likeness (Lipinski Ro5, Veber rules), QED, SA Score, ADME predictions (BBB permeability, aqueous solubility, GI absorption, CYP3A4 inhibition, P-gp substrate, plasma protein binding), and PAINS alerts. Chains from chemistry-query for SMILES input. Triggers on pharmacology, ADME, PK/PD, drug likeness, Lipinski, absorption, distribution, metabolism, excretion, BBB, solubility, bioavailability, lead optimizati...

"Literature mining agent v2.0.0 for novel drug discovery:

Pharmacology agent for ADME/PK profiling of drug candidates from SMILES. Computes drug-likeness (Lipinski Ro5, Veber rules), QED, SA Score, ADME predictions (BBB permeability, aqueous solubility, GI absorption, CYP3A4 inhibition, P-gp substrate, plasma protein binding), and PAINS alerts. Chains from chemistry-query for SMILES input. Triggers on pharmacology, ADME, PK/PD, drug likeness, Lipinski, absorption, distribution, metabolism, excretion, BBB, solubility, bioavailability, lead optimizati...

Myers-Briggs Type Indicator test - 70 questions to determine your 4-letter personality type

Deep search via Perplexity API. Three modes: search (quick facts), reason (complex analysis), research (in-depth reports). Returns AI-grounded answers with citations.

Multi-model peer review layer using local LLMs via Ollama to catch errors in cloud model output. Fan-out critiques to 2-3 local models, aggregate flags, synthesize consensus. Use when: validating trade analyses, reviewing agent output quality, testing local model accuracy, checking any high-stakes Claude output before publishing or acting on it. Don't use when: simple fact-checking (just search the web), tasks that don't benefit from multi-model consensus, time-critical decisions where 60s ...

Assist in drafting professional peer review response letters. Trigger

Discover what two sources agree on — find the signal in the noise.

Turn your concept analysis into search queries — research the landscape before consulting an attorney. NOT legal advice.

Describe your concept and discover what makes it distinctive — structured analysis for patent consultation. NOT legal advice.

High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.

Use the Paperzilla CLI (pz) to search, filter, and browse high-signal academic papers. Trigger when the user wants to check research feeds, list projects, inspect must-read papers, export JSON results, or generate Atom feed links from Paperzilla. Requires a Paperzilla account and pz login.