academic
248
search-interceptor
๐ก Bulk file read optimizer. Suggests semantic search alternatives when reading multiple files. Helps reduce token usage by using claudemem's ranked results instead of sequential file reads.
MadAppGang
research
sorting
์คํ
current ordering strategy
query
all entries
refine the visible subset
academic
248
multi-model-validation
Run multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking. Use when validating with Grok, Gemini, GPT-5, DeepSeek, MiniMax, Kimi, GLM, or Claudish proxy for code review, consensus analysis, or multi-expert validation. NEW in v3.2.0 - Direct API prefixes (mmax/, kimi/, glm/) for cost savings. Includes dynamic model discovery via `claudish --top-models` and `claudish --free`, session-based workspaces, and Pattern 7-8 for tracking model performance. Trigger keywords - "grok", "gemini", "gpt-5", "deepseek", "minimax", "kimi", "glm", "claudish", "multiple models", "parallel review", "external AI", "consensus", "multi-model", "model performance", "statistics", "free models".
MadAppGang
research
academic
248
phx-pr-review
Address PR review comments on Elixir/Phoenix code โ fetch comments, draft responses, optionally fix code. Use when the user shares a PR URL or mentions reviewer feedback.
oliver-kriska
research
bioinformatics
248
session-deep-dive
Deep qualitative analysis of high-signal sessions. Spawns subagents with v2 template, synthesizes patterns, compares against known findings. Use after /session-scan.
oliver-kriska
research
computational-chemistry
248
pentest-ctf-forensics
Digital forensics, steganography, and packet analysis for CTF challenges and investigation.
jd-opensource
research
scientific-computing
248
pentest-network-internal
Internal network penetration testing, Active Directory enumeration, and lateral movement simulation.
jd-opensource
research
academic
247
scholar-evaluation
Apply the ScholarEval framework to systematically evaluate scholarly and research work. This skill provides structured evaluation methodology based on peer-reviewed research assessment criteria, en...
aiskillstore
research
academic
247
arxiv-search
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields.
aiskillstore
research
bioinformatics
247
scientific-schematics
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
aiskillstore
research
computational-chemistry
247
qutip
Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computingโuse qiskit, cirq, or pennylane for quantum algorithms and hardware execution.
aiskillstore
research
computational-chemistry
247
qwen-image-pro
Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Professional text rendering, fine-grained realism, enhanced semantic adherence. Ideal for posters, banners, and text-heavy designs. Triggers: qwen image pro, qwen-image-pro, qwen 2 pro, alibaba image pro, dashscope pro, professional text rendering
aiskillstore
research
computational-chemistry
247
cirq
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip.
aiskillstore
research
computational-chemistry
247
qwen-image-2-pro
Generate images with Alibaba Qwen-Image-2.0-Pro via inference.sh CLI. Professional text rendering, fine-grained realism, enhanced semantic adherence. Ideal for posters, banners, and text-heavy designs. Triggers: qwen image pro, qwen-image-pro, qwen 2 pro, alibaba image pro, dashscope pro, professional text rendering
aiskillstore
research
academic
245
research
Research assistant โ gathers information, performs competitive analysis, and generates structured research reports. Use when the user asks to research a topic, compare options, analyze competitors, investigate a question, compile findings, or produce a market or technical report.
0xranx
research
academic
245
researcher
Research analyst in a multi-bot group chat โ synthesizes background information, fact-checks claims, identifies knowledge gaps, and suggests next steps. Use when the conversation needs context, a factual claim needs verification, someone asks for background research, or a discussion lacks supporting evidence.
0xranx
research
academic
241
external-term-lookup
Use this to search for relevant terms in external ontologies. NEVER guess ontology terms or term IDs, always confirm using this skill. The general methodology is to use `obo-grep.pl`
geneontology
research
computational-chemistry
241
chemical-entity
For working with any terms referencing chemical entities (CHEBI). CHEBI has some unusual properties that are counter-intuitive, so always use this skill to plan or check work that involves a chemical entity or CHEBI IDs, whether a new term, or significant alteration of existing terms
geneontology
research
computational-chemistry
240
reflow-profile-compliance-toolkit
Deterministic handbook-grounded retrieval and thermocouple computations for reflow profile compliance outputs such as ramp, TAL, peak, feasibility, and selection.
benchflow-ai
research
lab-tools
240
safety-interlocks
Implement safety interlocks and protective mechanisms to prevent equipment damage and ensure safe control system operation.
benchflow-ai
research
academic
236
citation-validator
้ช่ฏ็ ็ฉถๆฅๅไธญๆๆๅฃฐๆ็ๅผ็จๅ็กฎๆงใๆฅๆบ่ดจ้ๅๆ ผๅผ่ง่ๆงใ็กฎไฟๆฏไธชไบๅฎๆงๅฃฐๆ้ฝๆๅฏ้ช่ฏ็ๆฅๆบ๏ผๅนถๆไพๆฅๆบ่ดจ้่ฏ็บงใๅฝๆ็ป็กฎๅฎ็ ็ฉถๆฅๅใๅฎกๆฅไปไบบ็ ็ฉถใๅๅธๆๅไบซ็ ็ฉถไนๅไฝฟ็จๆญคๆ่ฝใ
liangdabiao
research
academic
236
research-executor
ๆง่กๅฎๆด็ 7 ้ถๆฎตๆทฑๅบฆ็ ็ฉถๆต็จใๆฅๆถ็ปๆๅ็ ็ฉถไปปๅก๏ผ่ชๅจ้จ็ฝฒๅคไธชๅนถ่ก็ ็ฉถๆบ่ฝไฝ๏ผ็ๆๅธฆๅฎๆดๅผ็จ็็ปผๅ็ ็ฉถๆฅๅใๅฝ็จๆทๆ็ปๆๅ็็ ็ฉถๆ็คบ่ฏๆถไฝฟ็จๆญคๆ่ฝใ
liangdabiao
research