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Research

Scientific computing and academic tools.

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lab-tools
16

ikea-varmblixt-smart-lamp

IKEA VARMBLIXT smart donut lamp (Matter over Thread). Use when pairing, factory resetting, troubleshooting, configuring, or integrating the VARMBLIXT with Apple Home, Google Home, Amazon Alexa, SmartThings, Home Assistant, or other Matter ecosystems. Covers BILRESA remote, wall mounting, color quirks.

plurigrid
plurigrid
research
open
lab-tools
16

lean4-music-topos

Formal verification of music topos theorems - spectral gaps, CRDT correctness, color harmony, preference learning

plurigrid
plurigrid
research
open
lab-tools
16

rf-signal-analysis

Analyze wireless and radio frequency security in applications, protocols, and hardware. Covers WiFi, Bluetooth/BLE, RFID/NFC, Zigbee, LoRa, cellular, and SDR-based analysis. Use when auditing IoT devices, wireless protocols, access control systems, or any RF-enabled infrastructure.

plurigrid
plurigrid
research
open
lab-tools
16

self-improvement

Captures learnings, errors, corrections for continuous improvement.

xyva-yuangui
xyva-yuangui
research
open
lab-tools
16

openspec-archive-change

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

cp-yu
cp-yu
research
open
lab-tools
16

continuous-inverter

Real-time monitoring and automated remediation for proof system health.

plurigrid
plurigrid
research
open
lab-tools
16

iterate

Autonomous improvement loop - modify, measure, keep or discard, repeat. Inspired by Karpathy's autoresearch. Triggers on: iterate, improve autonomously, run overnight, keep improving, autoresearch, improvement loop, iterate until done, autonomous iteration.

0xDarkMatter
0xDarkMatter
research
open
lab-tools
16

otel-go-reviewer

Review pull requests, diffs, patches, or design proposals for the open-telemetry/opentelemetry-go repository with a senior maintainer mindset. Use when changes in opentelemetry-go may affect OpenTelemetry specification compliance, repository contribution rules, changelog requirements, module versioning boundaries, API or telemetry compatibility, performance-sensitive paths, concurrency or lifecycle behavior, or test coverage.

flc1125
flc1125
research
open
lab-tools
16

ab-test-setup

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.

eddiebelaval
eddiebelaval
research
open
lab-tools
16

nhero-scramble

Derangement-based medication name scrambling for nhero. No medication maps to its own initial letter. Full derangement with GF(3) conservation. Append-only index — medications can be added but never removed from the scramble table.

plurigrid
plurigrid
research
open
lab-tools
16

performing-indicator-lifecycle-management

Indicator lifecycle management tracks IOCs from initial discovery through validation, enrichment, deployment, monitoring, and eventual retirement. This skill covers implementing systematic processes f

plurigrid
plurigrid
research
open
lab-tools
16

nhero-confidential

Twisted ElGamal encrypted supply tracking on Aptos for nhero devices. ZK range proofs verify supply sufficiency without revealing counts. Nurse auditor key model. Uses @aptos-labs/confidential-assets SDK.

plurigrid
plurigrid
research
open
scientific-computing
16

kolmogorov-compression

Kolmogorov complexity as the ultimate intelligence measure. Shortest program that outputs data.

plurigrid
plurigrid
research
open
scientific-computing
16

sast-deserialization-testing

Investigate insecure deserialization vulnerabilities that can lead to RCE or data manipulation. Use when threat model identifies CWE-502 (Deserialization of Untrusted Data), CWE-915 (Mass Assignment), or object deserialization concerns.

anshumanbh
anshumanbh
research
open
scientific-computing
16

cancer-curator

Skill for curating cancer and neoplastic disease entries in the dismech knowledge base. Use this skill when creating or enhancing cancer entries, adding oncogene/tumor suppressor pathophysiology, curating histopathology findings, adding targeted therapy information, and linking genetic drivers to treatment responses. Covers fusion genes, two-hit hypothesis, oncogene addiction, and precision oncology concepts.

monarch-initiative
monarch-initiative
research
open
scientific-computing
16

disease-trajectories

Mine Disease Trajectories (DT/DisTraj) outputs for comorbidity/trajectory candidates, including parsing DT JSON/TSV, extracting directed pairs, filtering by sex or significance, and mapping signals into dismech comorbidity YAML.

monarch-initiative
monarch-initiative
research
open
scientific-computing
16

acsets-algebraic-databases

ACSets (Attributed C-Sets): Algebraic databases as in-memory data structures. Category-theoretic formalism for relational databases generalizing graphs and data frames.

plurigrid
plurigrid
research
open
scientific-computing
16

jaxlife-open-ended

JaxLife open-ended agentic simulator for emergent behavior, tool use, and cultural accumulation. Use for artificial life simulations, emergent agent behavior, and open-ended evolution research.

plurigrid
plurigrid
research
open
scientific-computing
16

bifurcation

Hopf bifurcation detection for dynamical system state transitions with GF(3) phase portraits

plurigrid
plurigrid
research
open
scientific-computing
16

detecting-t1055-process-injection-with-sysmon

Detect process injection techniques (T1055) including classic DLL injection, process hollowing, and APC injection by analyzing Sysmon events for cross-process memory operations, remote thread creation, and anomalous DLL loading patterns.

plurigrid
plurigrid
research
open
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