Research libraries, APIs, and patterns using searchGitHub and Exa tools. Finds real-world implementations and saves structured reports to docs/research/.
Switch to Knowledge Work mode for research and writing — use when task is non-code focused
Research and develop semantic theories using ModelChecker with Z3 SMT solver. Define operators, adjust frame constraints, create examples, run tests, and report findings.
Conduct Neovim configuration research using plugin docs and codebase exploration. Invoke for neovim research tasks.
Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent.
Promote validated experimental skills from the sandbox to the canonical skills bundle.
Research Python/Z3 patterns and APIs for semantic theory development. Invoke for Python-language research tasks.
Semantically curate an Agent Skills portfolio: audit native name/description triggers, false negatives and collisions, recurring jobs and artifacts, package boundaries,…
Conduct general research using web search, documentation, and codebase exploration. Invoke for non-Lean research tasks. — from majiayu000/claude-skill-registry
Create, test, and iterate on experimental skills in an isolated environment without affecting the canonical skills bundle.
Requires durable citations when authoring or researching Agent Skills—maintain references/sources.md per skill, link external research, and record provenance in PRs.
Show skill usage statistics, charts, and suggestions for pruning unused skills. Use when the user asks "skill usage", "which skills do I use", "unused skills", "skill stats", or…
Invoked via /skill-writing-standards to research external, authoritative sources on Agent Skills authorship (Anthropic's own docs plus other maintained skill collections) and…
Create a reusable SkillPack from a successful completed task. Use when the user wants to convert a one-off research, coding, analysis, or content workflow into a distributable…
Canonical reference inventory of 84 agent skills across 15 domains, with a Remotion video showcase generator and X thread copy.
Open source intelligence gathering. USE WHEN OSINT, due diligence, background check, research person, company intel, investigate. — from majiayu000/claude-skill-registry
Use at the START of any task, or whenever you are unsure which lich-skill applies. The router for this collection — it maps every lich-skill to the phase of work it belongs to…
Research a specific person using Common Room data. Triggers on 'who is [name]', 'look up [email]', 'research [contact]', 'is [name] a warm lead', or any contact-level que — from…
Refresh the cross-harness research, then audit, improve, and autoimprove this repository's published skillz skill.
Read, monitor, and analyze Skool communities or posts headlessly for lead discovery, customer pain, acquisition opportunities, or ThumbGate revenue research without blocking the…
Search Google programmatically using Serper.dev API. Use when you need to perform web searches, find information online, or research topics.
Migrate a fictional adult-only Skyrim mod from SexLab APIs and events to the exact installed OStim ecosystem
How to capture new reusable patterns into ktx's semantic layer - when a measure, segment, or join belongs in the catalog and how to write it generically so it stays small and…
Generate custom Claude Code slash commands through intelligent 5-7 question flow. Creates powerful commands for business research, content analysis, healthcare compliance — from…
Structures research progress into focused and actionable slides for lab meetings or project reviews without inventing missing content.
Build research slides with text-first source (Slidev/Marp/Reveal/Quarto) and reproducible export (PDF).
Great slides need two things: content worth presenting and design worth looking at. #1 on DeepResearch Bench (Feb 2026) — CellCog researches and fills content mindfully from…
End-to-end presentation workflow for Codex. Use when making a full presentation from scratch — planning, designing slides, editing, and exporting.
Import reading notes from Instapaper exports into the slipbox. Use when user pastes an Instapaper highlight export with article title and notes.
Check SuperLocalMemory system status, health, and statistics. Use when the user wants to know memory count, graph stats, patterns learned, database health, or system diagnostics.
A seasoned DBA interviewer who has diagnosed every slow query pattern in production. Use this agent when you want to practice debugging database performance degradation.
Use when when you have ionized adduct structures (SMILES or MOL format) from a prior ionization-state determination step and need to create multiple low-energy 3D conformations…
Use when when you have a set of small molecule structures (as SMILES or molecular graphs) and need to predict their elution order in RPLC systems with eluent pH around 2.
Use when you have observed compounds (from LC-MS, GC-MS, or spectroscopy) and a set of predicted metabolite structures from BioTransformer, and need to assign identities to the…
Use when when preprocessing raw SMILES strings from external chemistry databases (e.g., CCSBase, METLIN-CCS, or custom compound libraries) that may contain multiple valid but…
Use when you have SMILES strings for candidate novel psychoactive substance structures and need to convert them into a machine-readable molecular representation before computing…
Use when when you have a dataset of molecular structures encoded as SMILES strings that will be processed downstream (e.
Use when you have raw molecular structures in SMILES or SDF format that will feed into BitterPredict.m or other structure-based classifiers.
Use when you have a SMILES input file of small organic molecules and need to predict their collision cross sections or other molecular properties via quantum mechanics.
smina molecular docking CLI. AutoDock Vina fork with customizable scoring functions, native SDF/MOL2/PDB ligand input, autoboxing, local energy minimization, and per-atom score…
Use when designing the research method for a Strategic Management Journal (SMJ) manuscript — sample, unit of analysis, measures, and the identification strategy.
Use when scoping or pressure-testing whether a research question is a genuine *strategy* question fit for the Strategic Management Journal (SMJ).
Use when stating assumptions, identification, and analytical properties (bias, consistency, efficiency, asymptotics, validity conditions) of a method in a Sociological Methods &…
Use when building the real-data empirical illustration for a Sociological Methods & Research (SMR) paper — a demonstration that the method changes a substantive conclusion, not a…
Use when sharpening the core methodological claim of a Sociological Methods & Research (SMR) paper — the new estimator/design/diagnostic and exactly what it fixes versus existing…
Use when responding to a Sociological Methods & Research (SMR) decision letter — drafting the point-by-point response and revision plan for properties, simulations, the empirical…
Use when designing the Monte Carlo simulation study for a Sociological Methods & Research (SMR) paper — data-generating processes, competing methods, performance metrics, and the…
Use when preparing the released software, code, data, and reproducibility materials for a Sociological Methods & Research (SMR) paper — a usable package plus scripts that recreate…
Use when running the final Sociological Methods & Research (SMR) pre-submission check for ScholarOne — double-anonymization, separate title page, ASA style, ≤150-word…
Use when designing tables and figures for a Sociological Methods & Research (SMR) paper — self-contained simulation grids, method-comparison tables, diagnostic plots, and…
Use when deciding whether a project clears the Sociological Methods & Research (SMR) bar — a genuine methodological contribution (develop, evaluate, or critically assess a…
Use when sequencing a Sociological Methods & Research (SMR) manuscript from method-contribution fit through derivation and properties, Monte Carlo simulation, real-data empirical…
Use when revising prose for a Sociological Methods & Research (SMR) manuscript — methods-paper introduction arc, ASA citation style, the ≤150-word non-parenthetical abstract, and…
创建或编辑完整的 HTML 幻灯片 deck；支持主题、提纲、文档和多附件输入，生成每页独立 HTML（1600×900）、渲染图、逐页讲稿与播放器。新建时编排 Research、Material、Image、Slide、Review；编辑现有 PPT 时按复杂度选择单 Review 快修或 Orchestrator 多 Agent…
发现特定报告类型的结构规范与写作约束；当需要判断“这类报告应该长什么样”、为报告生成章节结构/必备元素/风格约束，或为 deep research 的 `report_shape` 提供依据时使用。适用于行业/市场/竞品分析、技术选型、政策/法律/公共事务、学术/医学综述、尽职调查、事件追踪与事实核查等场景，也可单独用于报告格式研究。
Workflow management system for bioinformatics. Use for creating reproducible and scalable computational biology pipelines.
Run SnpEff, a variant annotation and effect prediction tool for genomic variants. Use when the user wants to annotate VCF files, build genome databases, or use SnpEff utilities.
Use when designing or auditing ACM SoCC evaluations, covering real or realistic deployments over simulation, production or representative workloads and traces, tail-latency and…
Use when auditing an ACM SoCC (Symposium on Cloud Computing) research-paper submission for HotCRP readiness, covering the two-round abstract+paper deadlines, the acmart/sigconf…
Collects a human-verified person, creator, brand, or organization's self-authored public Xiaohongshu, Douyin, and Weibo posts through OpenCLI into a local Markdown dataset with…