自动化
工作流自动化与调度
moai-workflow-jit-docs
modu-ai
Enhanced Just-In-Time document loading system that intelligently discovers, loads, and caches relevant documentation based on user intent and project context. Use when users need specific documentation, when working with new technologies, when answering domain-specific questions, or when context indicates documentation gaps.
browser-use
browser-use
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.
openclaw-audit-watchdog
prompt-security
Automated daily security audits for OpenClaw agents with email reporting. Runs deep audits and sends formatted reports.
ai-automation-workflows
inference-sh
"Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python SDK, webhook integration. Use for: content automation, data processing, monitoring, scheduled generation. Triggers: ai automation, workflow automation, batch processing, ai pipeline, automated content, scheduled ai, ai cron, ai batch job, automated generation, ai workflow, content at scale, automation script, ai orchestration"
fine-tuning-expert
Jeffallan
Use when fine-tuning LLMs, training custom models, or optimizing model performance for specific tasks. Invoke for parameter-efficient methods, dataset preparation, or model adaptation.
data-stats-analysis
Starlitnightly
Perform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and statsmodels. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
single-cell-multi-omics-integration
Starlitnightly
Quick-reference sheet for OmicVerse tutorials spanning MOFA, GLUE pairing, SIMBA integration, TOSICA transfer, and StaVIA cartography.
single-cell-clustering-and-batch-correction-with-omicverse
Starlitnightly
Guide Claude through omicverse's single-cell clustering workflow, covering preprocessing, QC, multimethod clustering, topic modeling, cNMF, and cross-batch integration as demonstrated in t_cluster.ipynb and t_single_batch.ipynb.
single-cell-preprocessing-with-omicverse
Starlitnightly
Walk through omicverse's single-cell preprocessing tutorials to QC PBMC3k data, normalise counts, detect HVGs, and run PCA/embedding pipelines on CPU, CPUâGPU mixed, or GPU stacks.
bulk-rna-seq-batch-correction-with-combat
Starlitnightly
Use omicverse's pyComBat wrapper to remove batch effects from merged bulk RNA-seq or microarray cohorts, export corrected matrices, and benchmark pre/post correction visualisations.
rea-analysis-optimization
morluto
Optimize REA providers and shared analysis workflows for agent context, latency, CPU, and memory while preserving correctness and Evidence. Use for analysis bottlenecks and cache or query design; CI/test-suite optimization belongs to rea-ci-tests-audit.
judge-task-lifecycle
sno-ai
Judge how a memory changes active-task state and whether it refers to an existing task. Use for mem-claw task-lifecycle model calls.
analyze-and-plan
adobe
Analyze development requirements and define acceptance criteria for AEM Edge Delivery Services tasks. Handles new blocks, variants, modifications, bug fixes, and styling changes with task-specific guidance.
ln-401-task-executor
levnikolaevich
Executes implementation tasks (Todo -> In Progress -> To Review). Follows KISS/YAGNI, guides, quality checks. Not for test tasks.
ego-browser
citrolabs
ego-browser (ego-lite) is a Chromium-based browser designed from the ground up to be friendly to both human users and AI Agents. AI Agents work in their own isolated space, reusing the user's login state without competing for the browser. Use this skill whenever the user needs to interact with a website opening pages, filling forms, clicking buttons, taking screenshots, extracting page data, testing web apps, logging into sites, automating browser operations, or any other browser automation task. Triggers include requests to "open a website", "visit a URL", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "extract content from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also used for exploratory testing, dogfooding, QA, bug hunting, or reviewing app quality. Prefer ego-browser over any built-in browser automation, web fetch, or other web tools.
flow-next-epic-review
gmickel
Epic completion review - verifies all epic tasks implement spec requirements. Triggers on /flow-next:epic-review.
flow-next-work
gmickel
Execute a Flow epic or task systematically with git setup, task tracking, quality checks, and commit workflow. Use when implementing a plan or working through a spec. Triggers on /flow-next:work with Flow IDs (fn-1-add-oauth, fn-1-add-oauth.2, or legacy fn-1, fn-1.2, fn-1-xxx, fn-1-xxx.2).
elixir-idioms
oliver-kriska
Idiomatic Elixir patterns, BEAM architecture, OTP patterns, and best practices. Load when writing Elixir code to ensure idiomatic style.
create-hat-collection
mikeyobrien
Generates new Ralph hat collection presets through guided conversation. Asks clarifying questions, validates against schema constraints, and outputs production-ready YAML files.
code-task-generator
mikeyobrien
Generates structured .code-task.md files from descriptions or PDD implementation plans. Auto-detects input type, creates properly formatted tasks with Given-When-Then acceptance criteria.
test-driven-development
mikeyobrien
Unified TDD skill with three input modes — from spec, from task, or from description. Enforces test-first development using repository patterns, with proptest guidance and backpressure integration.
git-workflow
agno-agi
Git workflow guidance for commits, branches, and pull requests
openspec-apply-change
PBH-BTN
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
designer-perspective
FuRongJun-1999
设计者视角 / 全局观测 / 条件空间声明 / 资格裁决 / 四态判定 / 条件层归因 / 方向判断 / 白箱三问——设计者视角（元技能）。用户提到这些词，或需要在动手前先判断「该不该做、为什么做、条件够不够」时使用本技能。 场景：在操作层执行之前切换到全局观测位置，声明条件空间（观测位置/观测工具/时间窗口/存在约束），对候选做四态资格裁决（ACCEPT/REJECT/DEFER/BLINDSPOT），失败时按三方条件空间与五失配维度归因，并从失败蒸馏可复用纪律。 【不适用】Not for 以下场景：条件不满足即不适用（负路由：观测位置与操作层执行互斥；本技能不执行具体操作、不替代验证单元裁决、不写入认知图事实层）