ai-cookbook

Spec-driven development workflow. ACTIVATE THIS SKILL broadly — whenever the user's message contains keywords like 'requirements', 'plan', 'spec', 'design', 'tasks', 'feature', 'build', 'implement', 'architecture', '需求', '计划', '设计', '任务', '功能', '实现', or any topic that may benefit from structured development. Err on the side of activating. After activation, the skill itself will analyze intent and decide the appropriate action.

Create or update a skill in this repository under skills/<skill-name>. Use when the user asks to add a new skill, improve an existing skill, scaffold skill structure, or align a skill with repository standards.

Work with Obsidian vaults — create and edit Obsidian Flavored Markdown (.md), Bases (.base), JSON Canvas (.canvas), and interact with vaults via the Obsidian CLI. Use when working with Obsidian notes, wikilinks, callouts, embeds, properties, frontmatter, tags, bases, canvas files, or vault operations.

Build and modify Grafana dashboards following the user's established style conventions. Use when creating new dashboards, adding panels, modifying existing dashboards, or reviewing dashboard JSON for consistency. Requires the Grafana MCP to be enabled.

Operate GitLab from terminal with `glab` for repositories, merge requests, issues, pipelines, releases, and API calls. Use for any GitLab task. For template-compliant MR creation, load reference workflow under references/.

Operate GitHub from terminal with `gh` for repositories, pull requests, issues, releases, actions, and API calls. Use for any GitHub task. For template-compliant PR or issue creation, load reference workflows under references/.

Manage day-to-day Git workflow with safe branch creation, conventional commits, rebasing, pushing, MR creation, active-branch sync, and integration-branch consolidation. Use when the user asks to create branches, commit, push, sync feature/fix branches, rebuild dev branches, or open merge requests.

Detect when the user is correcting the AI's approach or pointing out mistakes. Trigger phrases include 'you should', 'why not', 'that's wrong', 'use X instead', 'not like that', 'I said', 'no, do', 'wrong tool', 'wrong approach', 'I meant', 'actually', 'instead of', '不对', '应该用', '为什么不', '错了'. On activation, the AI reflects on what went wrong, identifies the correct approach, and logs the lesson to Obsidian for future reference.

Query, modify, and inspect MySQL databases via mysql-cli, a smart wrapper that supports multiple instances, auto-routes by table name, caches metadata, and executes .sql files. Use when the user asks to query MySQL, modify tables/data, check schemas, run SQL files, or verify database content.

Perform a production-readiness SQL audit on MyBatis mapper XML files. Use when reviewing SQL queries, auditing database performance, checking index usage, analyzing locking risks, or reviewing mapper XML files for a Java/MyBatis project.

Convert various file formats (PDF, DOCX, XLSX, PPTX, HTML, images, etc.) to Markdown via CLI. Invoke when user needs to extract text from documents or convert files to Markdown format.