productivity▌

AI agent architecture for anticipating needs, surviving context loss, and continuous self-improvement. \n \n Implements Write-Ahead Logging (WAL) Protocol to capture corrections, decisions, and preferences before responding, ensuring critical details persist across sessions \n Three-tier memory system (SESSION-STATE.md, daily logs, curated MEMORY.md) with Working Buffer for context survival during compaction and Compaction Recovery for seamless resumption \n Proactive behavior patterns including

前置条件： 先阅读 ../lark-shared/SKILL.md。 执行前必做： 执行任何 base 命令前，必须先阅读对应命令的 reference 文档，再调用命令。 命名约定： 仅使用 lark-cli base +... 形式的命令。

Write and validate EAS CI/CD workflow YAML files for Expo projects. \n \n Fetches the latest JSON schema from Expo's API to ensure job types, parameters, triggers, and runner configurations are current \n Supports dynamic expressions using ${{ }} syntax with contexts for GitHub events, workflow inputs, job outputs, and step results \n Includes built-in validation script that checks workflow structure against the schema and reports errors before deployment \n Provides reference documentation for

PostgreSQL code review assistant covering JSONB, arrays, custom types, schema design, and security best practices. \n \n Reviews JSONB operations for indexing efficiency, array usage with GIN indexes, and proper containment operators \n Evaluates schema design including ENUM types, CITEXT for case-insensitive data, TIMESTAMPTZ usage, and CHECK constraints \n Identifies anti-patterns in function optimization, trigger design, and extension usage \n Assesses Row Level Security (RLS) implementation,

Detect and remove AI-generated patterns from Finnish text to match native speaker voice. \n \n Identifies 26 patterns across Finnish-specific structures (passive overuse, missing particles, translation calques, genitive chains) and universal markers (hedging, filler phrases, artificial enthusiasm) \n Preserves meaning, register, and technical content while replacing AI patterns with natural Finnish constructions \n Includes adaptive workflow: analyzes short texts directly, flags patterns in long

Read Tool: Read file contents

Provide actionable treatment recommendations for cancer patients based on their molecular profile using CIViC, ClinVar, OpenTargets, ClinicalTrials.gov, and structure-based analysis.

Route through domain routers before using individual tools. Routers abstract tool selection.

Analyze SQL queries to identify performance bottlenecks and implement optimization techniques. Includes query analysis, indexing strategies, and rewriting patterns for improved performance.

Automates Linux environment setup for Flutter desktop development with dependency installation and validation workflows. \n \n Covers three core workflows: installing system dependencies (build tools, GTK libraries, C/C++ toolchain), validating the environment with flutter doctor , and preparing Snap packages for distribution \n Provides ready-to-run commands for Debian/Ubuntu systems and includes conditional setup for ChromeOS Linux containers \n Includes a baseline snapcraft.yaml template for