全部能力

Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human…

Use when you need to apply functional programming principles in Java — including writing immutable objects and Records, pure functions, functional interfaces,…

Clean Code principles (DRY, KISS, YAGNI), naming conventions, function design, and refactoring. Use when user says "clean this code", "refactor", "improve…

Get full-text access links for a Google Scholar paper - PDF, DOI, Sci-Hub, and publisher links. Use when user wants to read or download a paper's full text.

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when…

ALWAYS USE THIS SKILL when working with Shioaji, SinoPac, or Taiwan financial markets. Covers: placing/modifying/canceling stock/futures/options orders (buy, sell, limit, market, ROD, IOC, FOK, margin, short selling, odd lot, combo orders), real-time streaming tick & bidask data, historical kbars & ticks, snapshots, account balance/margin/positions/P&L queries, watchlists, scanners, reserve orders, and automated trading systems on TWSE/TPEX/TAIFEX with Python. 使用 Shioaji、永豐金證券、台灣金融市場交易時務必使用本技能。 涵蓋：股票/期貨/選擇權下單/改單/刪單（買進、賣出、限價、市價、ROD、IOC、FOK、融資、融券、零股、組合單）、即時行情串流 Tick/五檔報價、歷史 K 線與 Tick、快照、帳務餘額/保證金/持倉/損益查詢、自選股、掃描器排行、預收券款、Python 自動交易系統開發（TWSE/TPEX/TAIFEX）。

Financial regulatory knowledge base — A-shares (10% / 5% ST price limits, T+1 settlement, short-selling rules, new delisting rules), HK (T+0 short-selling, no price limits, odd-lot / grey market, profit test, insider dealing ordinance), US (PDT rule $25k threshold, Reg T margin, circuit breakers, SEC rules), crypto regulation, cross-border tax basics. Triggers: "监管规则", "涨跌停", "T+1", "融券", "退市", "做空规则", "PDT规则", "熔断", "保证金", "印花税", "監管規則", "漲跌停", "融券", "退市", "做空規則", "PDT規則", "熔斷", "保證金", "印花稅", "regulatory rules", "circuit breaker", "short selling rules", "PDT rule", "margin requirements", "stamp duty", "delisting rules", "trading rules", "settlement rules".

Use when a PinMe project (Worker TypeScript) needs to integrate user authentication — creating email/password users, verifying id_tokens, querying user info,…

Verification loop for Quarkus projects: build, static analysis, tests with coverage, security scans, native compilation, and diff review before release or PR.

Use this skill when the user wants to share, publish, or upload a static result through PinMe, especially by generating a static HTML share page for a PinMe…

Use this skill when a PinMe project (Worker TypeScript) needs to call OpenRouter-backed LLM APIs, including models, chat/completions, streaming, or OpenRouter…

Use this skill when a PinMe project (Worker TypeScript) needs to integrate email sending (send_email). Guides AI to generate correct Worker TS code.

Integrate Bunny.net services (CDN, Storage, Stream, DNS, Edge Scripting, Shield, Magic Containers, Optimizer, Database). Use when building with Bunny.net APIs,…

Every Trigger.dev management endpoint, plus offline FTS over runs, span-cost rollups, and zombie-schedule detection no other tool gives you. Trigger phrases:…

Use this skill for proactive backend health audits in an InsForge project — security misconfigurations, performance regressions, and system health issues surfaced by `diagnose advisor`, plus the backend-side deep-dives that pair with each advisor issue. Also use this skill when a user reports backend-wide performance degradation (high CPU/memory, all responses slow, connection pool exhaustion, lock contention) without a single failing request. Trigger on requests like "health check", "audit my backend", "review security", "check RLS policies", "find slow queries", "backend performance review", "high CPU/memory", "everything is slow", "EC2/database/system health", or pre-launch readiness audits. For reactive runtime errors with a single concrete failing request (SDK error objects, HTTP 4xx/5xx, function failures, deploy failures), use `insforge-debug` instead.

配置、部署并管理 Senpi Trading Runtime（OpenClaw 插件 @senpi-ai/runtime），用于自动化链上仓位追踪及 DSL 追踪止损保护。适用于用户需要创建或修改 runtime YAML 文件、配置 DSL（Dynamic Stop-Loss）退出引擎参数（阶段、层级、时间型减仓）、设置 position_tracker 扫描器监控 Hyperliquid 钱包仓位、通过 CLI 安装/列出/删除 runtime，或查看 DSL 追踪仓位的场景。该 runtime 不创建策略钱包；需先通过 Senpi MCP 创建/获取策略钱包，再在 runtime YAML 中关联该已有钱包。触发词包括 senpi、Senpi runtime、DSL exit、stop-loss tiers、position tracker、trailing stop、openclaw senpi、dsl_preset 或 strategy YAML configuration。

Selects how functions are invoked — synchronous calls that return results, fire-and-forget void dispatches, or durable enqueue through named queues with retries. Use when deciding between blocking RPC calls, background job dispatch, async workers, or reliable message delivery with acknowledgement.

Integrates OpenTelemetry tracing, metrics, and logging into iii workers. Use when setting up distributed tracing, Prometheus metrics, custom spans, or connecting to observability backends.

Conduct comprehensive, multi-round research that produces rich visual reports. Use when asked for "deep research", "comprehensive analysis", "compare…

Configures the iii engine via iii-config.yaml — workers, adapters, queue configs, ports, and environment variables. Use when deploying, tuning, or customizing the engine.