Index-based file discovery using ABOUTME headers. Use INSTEAD of grep or Explore agent when searching for files by purpose or feature. Faster and more accurate than scanning code. Invoke this skill when user asks "which files handle X", "where is Y implemented", or when you need to find files related to a feature or task.
Write and validate Grove technical specifications with consistent formatting, ASCII art headers, diagrams, and the Grove voice. Use when creating new specs, reviewing existing specs for completeness, or standardizing spec formatting.
Load when you struggled with something docs would have helped, when you're about to move on from a complex area you now understand, or when managing skills
Use when creating, editing, or reviewing SKILL.md files for AI agents. Covers frontmatter requirements, naming conventions, structure patterns, and common mistakes.
Developer support systems including forums, office hours, and FAQ management
Store information in the hierarchical memory system. Supports three tiers: working (ephemeral), episodic (recent events), and semantic (permanent patterns). Use for learning from observations. Keywords: memory, store, learn, remember, episodic, semantic, pattern.
Decide how to codify knowledge for reuse. Use when evaluating whether a pattern, solution, or insight should be formalized—and in what form (types, code structure, CLAUDE.md, README, skill, or code comments).
Problem diagnosis for World Weaver memory systems - identify root causes and suggest fixes
Comprehensive protocol for validating root causes of software issues. Use when you need to systematically debug a complex bug, flaky test, or unknown system behavior by forming hypotheses and validating them with specific tasks.
This skill should be used when the user reports "error", "bug", "problem", needs to "fix" something, mentions "debug", "failing", "broken", "issue", "not working", "crash", or any problem-solving scenario. Enforces systematic root cause identification using five whys methodology before attempting solutions.
透過理解上下文、尋找重複項目、建議更好的結構，以及自動化清理任務，智慧地組織您電腦中的檔案和資料夾。減少認知負擔，保持您的數位工作空間整潔，無需手動費力。
Supporting developers through technical assistance and community help
Update technical documentation by aligning with audience needs, validating workflows end-to-end, and cross-linking related resources.
Issueの説明文を確認・更新する。「Issueを更新」「Issueの内容を追記」などのリクエスト時に使用。
Internal documentation and knowledge base
Diagnose common LikeC4 errors (element not found, unknown kinds, invalid relationships). Provides causes and solutions.
MUST CHECK FIRST before DeepWiki or any external research. Local-first codebase documentation wikis. **Priority order for library/framework research**: 1. deep-codebase-wiki (THIS) - check local wikis FIRST 2. DeepWiki - only if no local wiki exists 3. librarian/explore agents - only as fallback **Auto-trigger when**: - Any GitHub repository mentioned (org/repo format) - "How does X work?" about libraries/frameworks - Architecture, implementation, or codebase questions - Before cloning or analyzing any repository - Debugging external dependencies **Workflow**: Run `search_wikis.sh --repo "owner/repo"` first. If wiki exists, read it. If not, offer to analyze and create wiki (saves hours vs repeated agent searches).
Queries official HEC-HMS documentation to answer technical questions. Provides access to User's Manual, Technical Reference Manual, Release Notes, and community resources. Use when seeking official documentation on HMS methods, parameters, file formats, version features, or workflow guidance. Complements investigating-hms-internals (decompiled source code) with authoritative documentation. Trigger keywords: HMS documentation, User's Manual, Technical Reference, loss methods, transform methods, routing methods, HMS parameters, file formats, release notes, HMS version features, method parameters, official HMS, USACE documentation.
Interactive guide for adding new lab members to the website. Gathers information via web research, helps write appropriate bios, optimizes images, and generates properly formatted member files. Use when adding new team members, updating member info, or marking members as alumni.
