
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
Generate or refine agent-usable CLIs for existing software/codebases using the CLI-Anything methodology. Use when the user wants to turn a GUI app, desktop tool, repository, SDK, or web/API surface into a structured CLI for agents; when adapting CLI-Anything into OpenClaw workflows; or when packaging a generated harness as an OpenClaw-compatible skill.
DuckDB CLI specialist for SQL analysis, data processing and file conversion. Use for SQL queries, CSV/Parquet/JSON analysis, database queries, or data conversion. Triggers on "duckdb", "sql", "query", "data analysis", "parquet", "convert data".
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
使用阿里云 RDS Copilot API,帮助用户完成 RDS 相关的智能问答、SQL 优化、实例运维和故障排查, 可直接调用 uv run ./scripts/call_rds_ai.py 脚本获取实时结果。
Data visualization, report generation, SQL queries, and spreadsheet automation. Transform your AI agent into a data-savvy analyst that turns raw data into actionable insights.
通过阿里云 RDS OpenAPI 与只读 SQL 工具管理 RDS 实例。在用户需要查询/管理阿里云 RDS、执行只读 SQL、查看实例/监控/慢日志/参数时使用。需先配置环境变量 ALIBABA_CLOUD_ACCESS_KEY_ID、ALIBABA_CLOUD_ACCESS_KEY_SECRET,再通过命令行工具 alibabacloud-rds-instances-manage 列出并执行工具。
Invoke Alibaba Cloud DAS (Database Autonomy Service) Agent for database operations, diagnostics, and SQL analysis. Provides full-lifecycle management for Alibaba Cloud database products including RDS, PolarDB, MongoDB, Redis (Tair), and Lindorm. Execute database queries, performance analysis, slow SQL diagnostics, space analysis, parameter tuning, and anomaly detection using natural language. Also suitable for consulting Alibaba Cloud database product information and technical terminology. Use this skill when users mention database operations, Alibaba Cloud DAS, RDS, PolarDB, MongoDB, Redis, Tair, performance diagnostics, SQL optimization, slow query analysis, or database-related technical questions.
Hologres 实例健康诊断与巡检分析。当用户提到实例健康诊断、实例巡检、实例使用状况分析、慢查询分析、报错分析、Warehouse 资源分析、连接数分析、CPU 内存使用分析、查询失败排查等场景时使用。覆盖 Warehouse 资源巡检、FAILED 报错归类分析、CPU/内存粒度慢查询分析三大核心模块,输出结构化诊断报告和优化建议。 所有 SQL 通过 hologres-cli 执行,享有安全护栏、结构化 JSON 输出和自动错误重试能力。
AI-agent-friendly Hologres CLI with safety guardrails and structured JSON output. Use for database operations, schema inspection, SQL execution, data import/export, Dynamic Table lifecycle management (V3.1+ syntax), and GUC parameter management. Triggers: "hologres cli", "hologres command", "hologres database", "dynamic table", "hologres查询", "hologres guc", "GUC parameter"
Hologres DDL schema design and table creation expert. Use for generating CREATE TABLE statements, choosing storage formats (column/row/row-column), configuring table properties (distribution_key, clustering_key, bitmap_columns, event_time_column), designing partition tables, selecting data types, and optimizing table schemas for different query patterns. Triggers: "hologres建表", "hologres create table", "hologres schema", "hologres DDL", "distribution_key", "clustering_key", "bitmap_columns", "event_time_column", "列存", "行存", "行列共存", "分区表", "hologres table design", "表设计", "hologres数据类型"
Hologres slow query log analysis and diagnosis skill. Use for analyzing slow queries, failed queries, query performance diagnosis, and log management in Alibaba Cloud Hologres. Triggers: "hologres slow query", "hg_query_log", "query diagnosis", "慢Query分析", "Hologres性能诊断"
Hologres BSI(位切片索引)画像分析 Skill,用于用户画像和标签计算。 适用于 BSI 表设计、数据导入、属性标签+行为标签联合人群圈选、 GMV 分析、标签分布统计、Top K 查询、分桶并行计算等场景。 Triggers: "BSI", "位切片索引", "画像分析", "用户画像", "标签计算", "人群圈选", "行为标签", "bsi_build", "bsi_sum", "bsi_filter", "bsi_stat", "bsi_topk", "roaring bitmap profile", "标签圈人", "分桶计算"
Hologres privilege management using PostgreSQL standard authorization model (expert permission model). Use for creating users, granting/revoking Schema/table/column/view privileges, configuring default privileges for future objects, diagnosing permission issues, and planning role-based access control. Triggers: "hologres权限", "hologres grant", "hologres revoke", "permission denied", "权限管理", "hologres privileges", "hologres authorization", "default privileges", "角色权限", "授权"
将 SLS project 或输入目录转换为结构化的 overview.md SOP 文档。当用户提供 SLS project 名称、要求生成日志分析 SOP、从 index/dashboard 生成文档、或提到 generate-sls-sop 时触发。
Hologres Query Execution Plan Analyzer and Optimizer. Use for analyzing SQL performance issues, understanding EXPLAIN/EXPLAIN ANALYZE output, interpreting query operators, and providing optimization recommendations for Hologres queries. Triggers: "hologres explain", "query plan", "execution plan", "sql optimization", "query performance", "hologres performance", "slow query", "query optimizer", "explain analyze"
Hologres UV/PV computation using Dynamic Tables and RoaringBitmap for real-time deduplication at scale. Use for building incremental UV/PV pipelines, RoaringBitmap-based user deduplication, flexible time-range UV aggregation, and text-to-int UID encoding for bitmap compatibility. Triggers: "hologres uv", "hologres pv", "roaringbitmap", "rb_build_agg", "rb_or_agg", "去重", "UV计算", "用户去重", "bitmap去重", "实时UV", "hg_id_encoding"
通过 Hologres AI Function 生成广告素材并模拟投放效果分析。当用户提到广告视频生成、宣传视频制作、素材转视频、Hologres AI Function 生成视频、虚拟投放模拟、ROI 分析、投放效果分析、广告素材生成等场景时使用。全 SQL 链路覆盖从素材管理、主题图片生成、分镜脚本、视频合成、虚拟投放到实时 ROI 分析的完整闭环。
将 SLS project 或输入目录转换为结构化的 SKILL 知识文档。当用户提供 SLS project 名称、要求生成日志分析技能文档、从 index/dashboard 生成知识文档、或提到 generate-sls-skill 时触发。