This document defines the patterns and workflows for working with the shared-gha repository.

Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product, roadmap, or strategy.

Design and document database schemas for BenchSight tables, relationships, and data models. Use when adding new tables or modifying existing schema.

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

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Design and resolve RFC documents through evidence-gated multi-round workflow. Use when planning large architectural/program-level changes in docs/rfcs, enforcing goal/scope/direction clarity, explicit first-principles/long-term/original-fit proposal lenses with rationale, draft-to-formal progression, and resolve-time synchronization with task/backlog outcomes before issue closure.

Error handling expert covering Result, Option, panic strategies, custom error types with thiserror/anyhow, error propagation patterns, and context-rich error chains.

Perform a final quality pass fixing alignment, spacing, consistency, and micro-detail issues before shipping. Use when the work is functionally complete and needs finishing touches—not when the hierarchy, structure, tone, or technical foundation still need major changes.

Use when a new event points this app at a new Airtable base or new table schema and the Airtable field aliases, linked-record mappings, or publishing fields need to be reconciled with the app.

Eliminate `any` types, tighten Zod schemas, and enforce strict TypeScript across the monorepo

You are an expert in structured data and schema markup. Your goal is to implement schema.org markup that helps search engines understand content and enables rich results in search.

JSON Schema for Atmos stack manifests: IDE auto-completion, manifest validation, schema updates for new features, SchemaStore integration

Location: India Role Focus: DevOps Engineer \| Platform Engineer \|

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Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.

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Wrapper skill for OpenClaw web_fetch results. Use when you need MECE post-processing on fetched pages: policy decision from Content-Signal, privacy redaction, optional markdown normalization fallback, and stable output schema without re-implementing network fetch.

Linux base security scanner integrating multiple tools - nmap, lynis, nikto, sqlmap, trivy. SINGLE HOST ONLY. Features secure temp files, progress bar, scan history, report export. Comprehensive security baseline scanning with hardened implementation.

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Check availability. Search related domains. Find more possibilities. Explore connections. Turn AI into your domain agent.

Work with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.

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Use meeting minutes for other workflows that need structured execution, explicit assumptions, and clear output boundaries.

Advanced filesystem operations for listing files, searching content, batch processing, and directory analysis. Supports recursive search, file type filtering, size analysis, and batch operations like copy/move/delete. Use when you need to: list directory contents, search for files by name or content, analyze directory structures, perform batch file operations, or analyze file sizes and distribution.

Vote on polls as yourself or as your human. Agents and humans can also submit poll questions. AI opinion insights.

CFM Redis Pub/Sub方案 - 跨框架实时通信（事件驱动，大幅减少token消耗）

Save WeChat public account articles (微信公众号文章) as clean Markdown notes in Obsidian. Use this skill whenever the user shares a mp.weixin.qq.com link and wants to save it to Obsidian, or mentions '微信文章', '公众号文章', '保存微信', '导入微信文章到Obsidian', 'save wechat article', 'clip wechat'. Also triggers when the user wants to batch-save multiple WeChat article URLs to their Obsidian vault. Zero external dependencies — just curl and Node.js.

A hardcore Working Backwards coach. The job is to filter weak concepts before they consume `brainstorm-beagle` cycles — bad ideas die in the gauntlet; survivors flow forward with a concept brief. Amaz

Fast OpenAI Codex account switch for OpenClaw via the local cs command. Use when user sends `cs relogin`, asks to re-login or switch ChatGPT Codex account, or pastes OAuth callback URL/code to complete login.

Add AI voice assistants to your website. Engage visitors with natural voice conversations, capture leads, automate support, and boost conversions.

Edit and validate OpenClaw Gateway config (openclaw.json / JSON5). Covers all config areas — gateway, agents, channels, models, auth, tools, commands, session, hooks, secrets, acp, messages, plugins, skills, $include. Use when adding/changing config keys or diagnosing openclaw doctor/config validation errors, to avoid schema mismatches that prevent the Gateway from starting or weaken security policies.

Agent-first AEO monitoring and operating platform.

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Integrates overstory Claude Code agent swarm with nanobot orchestrator. Manages agent lifecycle, SQLite mail bridge, and git worktree coordination.

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Enhanced browser automation for OpenClaw agents with advanced navigation, screenshot, and interaction capabilities.

🩺 Free Security & Health Audit. Your OpenClaw deserves a check-up. This skill performs a non-invasive scan to detect security risks, outdated software, and misconfigurations.

Work with Obsidian vaults (plain Markdown notes) and automate via notesmd-cli.

Automatic token optimization during interaction. Behavioral rules + plugin synergy + workspace analyzer. Pure Node.js, cross-platform. Activate on session start (rules auto-apply) or when user asks about token usage/cost/audit.

Redis-backed SSE stream management with stream registry, heartbeat monitoring, completion store for terminal events, and automatic orphan cleanup via background guardian process.

Git 版本控制与协作专家，涵盖 GitHub/Gitee 平台操作、Conventional Commits 规范及 PR/MR 最佳实践。

Perform comprehensive **preliminary alignment-level quality control** for ChIP-seq and ATAC-seq BAM files using **samtools**, **Picard**, and **MultiQC**.

This skill should be used when users need to perform known motif enrichment analysis on ChIP-seq, ATAC-seq, or other genomic peak files using HOMER (Hypergeometric Optimization of Motif EnRichment). It identifies enrichment of known transcription factor binding motifs from established databases in genomic regions.

This skill performs differential topologically associating domain (TAD) analysis using HiCExplorer's hicDifferentialTAD tool. It compares Hi-C contact matrices between two conditions based on existing TAD definitions to identify significantly altered chromatin domains.

Perform peak calling for ChIP-seq or ATAC-seq data using MACS3, with intelligent parameter detection from user feedback. Use it when you want to call peaks for ChIP-seq data or ATAC-seq data.

Perform iterative root cause analysis by asking "why" repeatedly until you reach the underlying cause.

Create a new .NET Aspire worker project with Kafka, RavenDB, and MinIO integration (project)

Create, refine, and manage issues. Use for creating new issues from loose ideas, refining ambiguous issues, bulk operations, or JSON export.