machine-learning
4K
astrai-code-review
AI-powered code review with intelligent model routing — saves 40%+ vs always using the most expensive model
openclaw
data-ai
结果数
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machine-learning
4K
skill-router-bzai
Cost-effective skill selector for maximizing ROI on AI operations (增收降本版 v1.0.0). Use when the user needs to accomplish a task and wants the optimal skill chosen automatically to minimize costs while maximizing quality. Evaluates skills based on quality (35%), token cost (30%), security/reliability (20%), and speed (15%). Searches both local skills and clawhub.com, presents top recommendations for user confirmation before execution.
openclaw
data-ai
database-tools
4K
apify-keys
Rotating Apify API key manager. Returns the least-recently-used active Apify key from the ColdCore database. Use before any Apify API call to get a fresh key with available credits.
openclaw
databases
database-tools
4K
reolink-remote-backup
Set up reliable off-site Reolink camera backup when cameras are remote (4G/5G/LTE) and home inbound networking is constrained (CGNAT/locked routers). Use for architecture decisions, VPS relay setup, FTP/FTPS ingest, local/NAS pull sync, retention, and troubleshooting upload/auth/path failures.
openclaw
databases
sql-databases
4K
mysql-database
MySQL 数据库操作技能。通过 mysql CLI 连接数据库，执行 SELECT 查询、INSERT/UPDATE/DELETE 增删改、批量 SQL 执行、事务控制、数据库/表管理、JSON 格式输出。适用场景：查用户数据、统计报表、数据导入导出、数据库巡检、表结构查看、远程连接、生产环境调试。触发关键词：MySQL、数据库查询、SQL 语句执行、连接数据库、查表、数据增删改、jdbc 连接字符串、navicat、数据库迁移、DESCRIBE TABLE、查看表结构、表字段分析、查看索引、EXPLAIN 查询分析。
openclaw
databases
sql-databases
4K
db-explorer
Reference tool for devtools — covers intro, quickstart, patterns and more. Quick lookup for Db Explorer concepts, best practices, and implementation patterns.
openclaw
databases
sql-databases
4K
database-designer
"Database Design Helper - 数据库设计助手. Use when you need database design capabilities. Triggers on: database design."
openclaw
databases
architecture-patterns
4K
infra
A comprehensive AI agent skill for managing, designing, and troubleshooting technical infrastructure. Covers cloud architecture, server configuration, networking, security hardening, cost optimization, incident response, and infrastructure as code. Helps engineers, DevOps professionals, and technical founders build systems that are reliable, secure, scalable, and cost-efficient — and fix them fast when they are not.
openclaw
development
architecture-patterns
4K
scar-safety
Agent safety that learns from incidents. Reflex arc blocks repeat threats without LLM calls.
openclaw
development
architecture-patterns
4K
iacuc-protocol-drafter
Draft IACUC protocol applications with focus on the 3Rs principles justification
openclaw
development
architecture-patterns
4K
synthetic-bio-circuit-designer
Design gene circuits for synthetic biology applications
openclaw
development
architecture-patterns
4K
sequential-thinking
Structured reasoning through sequential thinking — break complex problems into steps, solve each independently, verify consistency, synthesize conclusions with confidence scoring. Use for complex analysis, debugging, and multi-step reasoning.
openclaw
development
architecture-patterns
4K
proactive-agent
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
openclaw
development
system-admin
4K
senior-devops
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.
openclaw
tools
architecture-patterns
4K
memory-stack
AI 记忆栈架构 - 符合 2026 前沿的 AI 记忆系统。微调+RAG+ 上下文三层设计，mirrors 人类记忆工作方式。
openclaw
development
architecture-patterns
4K
senior-django-architect
Expert Senior Django Architect specializing in high-performance, containerized, async-capable architectures. Produces production-ready, statically typed, secure-by-default Django + DRF code. Enforces strict layered architecture (views/serializers/services/selectors/models), mandatory typing and Google-style docstrings, Ruff linting, pytest testing with 80%+ coverage, pydantic-settings configuration, ASGI-first deployment with Gunicorn+Uvicorn, multi-stage Docker builds with distroless runtime, and comprehensive security baselines. All code must be complete with zero placeholders.
openclaw
development
architecture-patterns
4K
threshold-keel
Safety guardrails for autonomous agents. Intercepts destructive actions, requires structured approval before irreversible operations, with CLI-backed cryptographic audit trails and policy enforcement. Your lobster has claws. Keel is the rubber band.
openclaw
development
architecture-patterns
4K
adr-decision-extraction
Extract architectural decisions from conversations. Identifies problem-solution pairs, trade-off discussions, and explicit choices. Use when analyzing session transcripts for ADR generation.
openclaw
development