Miscellaneous SciTeX utilities — terminal single-keypress helpers for interactive scripts. Public API (2 symbols) — `wait_key()` (block until any key is pressed; returns the…
Generic SLURM dispatch + persistent reservations for the SciTeX ecosystem. One-shot `srun`/`sbatch`/`sync`/`poll`/`fetch_result` plus a `Reservation` primitive that lets you book…
Reproducibility helpers for scientific Python experiments — unified seeded random-state for `random`/`numpy`/`torch`/`tf`, experiment ID + timestamp generation, and deterministic…
Scientific-paper search, metadata enrichment, PDF download, and BibTeX library management for the SciTeX ecosystem.
`@session` decorator for reproducible experiment lifecycle. Wrap `def main(...)`; the decorator parses CLI args, loads `config/*.yaml`, configures matplotlib + logging, runs the…
Publication-ready statistical testing — 23 tests, effect sizes, power analysis, auto test selection, and MCP tools for AI agents.
Project scaffolding cloner + code snippet library for the SciTeX ecosystem. 6 templates (pip-project, minimal, cloud-module, research, singularity, paper) vendored in a single…
Use when the council needs to surface organizational knowledge buried across multiple internal sources (wikis, design docs, ADRs, past tickets, postmortems, chat archives, code…
Find and document external code patterns from public sources. Use when user mentions 'find examples', 'scout patterns', 'research implementations', or starting new feature without…
App Store スクリーンショット A/B テスト自動クローズドループ。メトリクス確認 → 勝者判定 → ヘッドライン生成（生成→採点→改善ループ）→ l.md Bible（make generate-store-screenshots）でPNG生成 → visual-qa採点 → Slackにダイスへ送る → ASCアップロード →…
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults.
Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults.
Statistical visualization on matplotlib with native pandas support. Auto aggregation, CIs, grouping for distributions (histplot, kdeplot), categorical (boxplot, violinplot),…
Statistical visualization on matplotlib + pandas. Distributions (histplot, kdeplot, violin, box), relational (scatter, line), categorical, regression, correlation heatmaps.
Connect an MCP-capable assistant to arXiv search, paper download, local paper storage, and research prompts for grounded literature review workflows.
Use Zotero MCP to let research agents search papers, retrieve metadata, inspect annotations, and analyze citation context from a Zotero library.
Advanced research skills using Z.AI Web Search Prime to synthesize technical information.
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
Find relevant math results, constructions, examples, counterexamples, and background references for a statement.
Search academic paper databases (PubMed, arXiv, bioRxiv) and retrieve paper metadata including DOIs
Prior art search for invention|patent claim. Patent + non-patent (academic, products, OSS), defensive pubs, standard-essential patents.
Search for prior art relevant to a specific invention or patent claim. Covers patent literature, non-patent literature (academic papers, products, open source), defensive — from…
Search for prior art relevant to a specific invention or patent claim. Covers patent literature, non-patent literature (academic papers, products, open source), defensive — from…
Takes web search results and formats them as polished Slack messages, digests, or thread summaries ready to post to channels.
Privacy-respecting web search powered by a local SearXNG instance. Use when searching the web, looking up information, researching topics, or needing quick answers.
SearXNG is an open-source metasearch engine that aggregates results from multiple search providers without tracking users.
Search the web using SearXNG. Use when you need current information, research topics, find documentation, verify facts, or look up anything beyond your knowledge.
When the user wants to optimize their App Store listing for seasonal events, holidays, or trending moments — including keyword opportunities, metadata updates, screenshot theming,…
Evidence group skill. Synthesizes published industry reports, benchmarks, regulatory filings, academic research, and analogous-domain case studies to substitute or augment direct…
Generate comprehensive R tutorials for specialized applications (health economics, qualitative research, signal processing, environmental epidemiology, cellular automata) with…
Step 4 of the PaperOrchestra pipeline (arXiv:2604.05018). ONE single multimodal LLM call that drafts the remaining paper sections (Abstract, Methodology, Experiments, Conclusion),…
Create comprehensive industry and sector landscape reports covering market dynamics, competitive positioning, key players, and thematic trends.
Guide for performing secure web searches with privacy protection, source verification, and information validation.
Use when designing a system that should autonomously generate, evaluate, and refine its own candidate solutions (agents, prompts, configurations, experiments) in a loop — rather…
Am I investigating, or just confirming what I already believe? Self-correcting research methodology combining blind worker agents, nested iteration loops, and dialectic synthesis.
Pre-submission self-review for the user's own manuscripts, applying a reviewer perspective. Systematic check across 10 categories with research-type branching.
Use when applying AI to selling — conversation/deal intelligence, AI-assisted research/prioritization, AI SDRs, AI-aware forecasting.
Bi-directional translator between verbose descriptions and established terminology (semantic anchors).
Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Work with a user's Semantic Scholar account to read Research Feeds, inspect private Library folders, add papers to folders, and resolve Semantic Scholar paper records from…
Use when searching academic papers, looking up citations, finding authors, or getting paper recommendations using the Semantic Scholar API.
Physical principles underlying diodes, bipolar junction transistors, and MOSFETs — carrier concentrations, drift and diffusion, the pn junction, forward and reverse bias, the…
Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through t — from…
Performs keyword research using SEMrush API v3 with domain analytics, keyword difficulty scoring, and SERP feature detection.
北师大版高中生物同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_biology_bs_textbook_sync.run.
高中生物快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_biology_quick_practice.run.
人教版高中生物同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_biology_rj_textbook_sync.run.
鲁科版高中化学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_chemistry_lk_textbook_sync.run.
高中化学快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_chemistry_quick_practice.run.
人教版高中化学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_chemistry_rj_textbook_sync.run.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.
北师大版高中数学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_math_bs_textbook_sync.run.
高中数学快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_math_quick_practice.run.
人教A版高中数学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_math_rja_textbook_sync.run.
人教B版高中数学同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_math_rjb_textbook_sync.run.
鲁科版高中物理同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_physics_lk_textbook_sync.run.
高中物理快速巩固 Skill是面向每日打卡、同步巩固的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_physics_quick_practice.run.
人教版高中物理同步 Skill是面向课前预习、课后作业、同步巩固、单元复习、错题巩固、期中期末复习、高考复习的产品级 Hermes Skill，年级、册别、单元、知识点和难度通过参数传入。 Workflow: senior_physics_rj_textbook_sync.run.
Access research-grade sensor data using SensorKit. Use when reading ambient light levels, accelerometer data, rotation rates, device usage patterns, keyboard metrics, or media…