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Research

Scientific computing and academic tools.

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computational-chemistry
36

image-mining

I mine pixels for atoms. Reality is just compressed resources.

SimHacker
SimHacker
research
open
computational-chemistry
36

mind-mirror

Personality modeling system based on Timothy Leary's 1985 software + The Sims traits

SimHacker
SimHacker
research
open
astronomy-physics
36

cm-example

A template demonstrating the universal format compatible with Antigravity, Claude, Cursor, and OpenClaw.

tody-agent
tody-agent
research
open
computational-chemistry
36

kmp-di

Dependency Injection for KMP. Koin multiplatform setup, platform modules, and manual DI patterns.

ahmed3elshaer
ahmed3elshaer
research
open
lab-tools
36

lesson

사용자 피드백/교정을 받았을 때 교훈을 기록하는 스킬. 같은 실수를 반복하지 않도록 패턴을 tasks/lessons.md에 저장한다. Use when: 사용자가 교정/피드백을 주었을 때, "lesson 기록해", "이거 기억해", "/lesson" 등

lauvsong
lauvsong
research
open
lab-tools
36

inventory

You carry pointers. When you set them down, they become real.

SimHacker
SimHacker
research
open
lab-tools
36

experiment-protocol

Design and run controlled experiments using the experiment-registry MCP server — domain-agnostic, pluggable, mechanically enforced. Use when you need evidence that a change actually improves behaviour.

Jamie-BitFlight
Jamie-BitFlight
research
open
lab-tools
36

evidence-first-debugging

Use when debugging software, investigating incidents, diagnosing flaky tests, or analyzing performance regressions — enforces structured observation recording with evidence IDs, causality validation, and verification gates to prevent correlation-causation pollution. Use when an agent might otherwise summarize or speculate instead of reporting observed evidence.

Jamie-BitFlight
Jamie-BitFlight
research
open
lab-tools
36

ralph-guide

Guidance for customizing Ralph workflows, formulas, learning capture, and troubleshooting. Use for questions about Ralph loop, formulas, harvesting learnings, or running multiple Ralphs.

mj-meyer
mj-meyer
research
open
lab-tools
36

how-to-delegate

Scientific delegation framework for orchestrators — provide observations and success criteria while preserving agent autonomy. Use when assigning work to sub-agents, before invoking the Agent tool, or when preparing delegation prompts for specialist agents.

Jamie-BitFlight
Jamie-BitFlight
research
open
scientific-computing
36

knowledge-frames

Minsky frames, Drescher schemas, interchange registry, and MOOLLM K-lines — distinct layers.

SimHacker
SimHacker
research
open
scientific-computing
35

resonance-researcher

Research Engineer Specialist. Use this for deep technical investigations, comparing options, and synthesizing complex information.

manusco
manusco
research
open
scientific-computing
35

deep-research

Conduct deep research on any topic using parallel subagents and web tools (web_search, web_fetch, playwright). Use for queries that require comprehensive research from multiple perspectives.

liangdabiao
liangdabiao
research
open
scientific-computing
35

research-subagent

Internal skill - Research subagent that executes focused research tasks using web tools. Called automatically by the deep-research lead agent.

liangdabiao
liangdabiao
research
open
academic
35

pact-prepare-research

Research methodologies and documentation gathering workflows for PACT Prepare phase. Use when: conducting technology research, evaluating API documentation, comparing framework options, analyzing library choices, gathering requirements, or creating technology comparison matrices. Triggers on: research, requirements gathering, API exploration, documentation review, technology evaluation, library comparison, prepare phase.

ProfSynapse
ProfSynapse
research
open
computational-chemistry
35

performance-metrics

Evaluate investment performance on a risk-adjusted basis using industry-standard ratios and capture analysis. Use when the user asks about Sharpe ratio, Sortino ratio, Information Ratio, Treynor ratio, Calmar ratio, Omega ratio, or upside/downside capture. Also trigger when users mention 'risk-adjusted returns', 'return per unit of risk', 'M-squared', 'is this fund worth the volatility', 'how to compare two managers', 'capture ratio', or ask which investment performed better after accounting for risk.

JoelLewis
JoelLewis
research
open
computational-chemistry
35

audit-math

Adversarial audit of mathematical proofs, derivations, and formal environments

Alexander-M-Dickerson
Alexander-M-Dickerson
research
open
lab-tools
35

triaging-mutants

Use when mutation testing reveals survived mutants — guides deep analysis of whether each mutant signals a missing test, a design improvement opportunity, or an equivalent mutation

mattwynne
mattwynne
research
open
scientific-computing
34

research-lookup

Look up current research information using Perplexity's Sonar Pro or Sonar Reasoning Pro models through OpenRouter. Automatically selects the best model based on query complexity. Search academic papers, recent studies, technical documentation, and general research information with citations.

ovachiever
ovachiever
research
open
scientific-computing
34

clinical-decision-support

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.

ovachiever
ovachiever
research
open
computational-chemistry
34

clinical-reports

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.

ovachiever
ovachiever
research
open
astronomy-physics
34

python-analytics

Python data analysis for healthcare analytics and medical imaging informatics

seqis
seqis
research
open
astronomy-physics
34

orkcore-fsm

Answer questions about orkid's hierarchical finite state machine (HFSM), states, transitions, predicated guards, FsmData/FsmInstance, FsmGroup, lambda callbacks, DOT visualization, and Python FSM bindings. Use when the user asks about state machines, FSM, HFSM, or state transitions.

tweakoz
tweakoz
research
open
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