researching
π―Skillfrom desplega-ai/ai-toolbox
Systematically explores and documents the current state of a codebase, generating structured research notes about its architecture, components, and potential improvements.
Installation
npx skills add https://github.com/desplega-ai/ai-toolbox --skill researchingSkill Details
Overview
# AI Toolbox
Monorepo of AI and developer tools by [desplega.ai](https://desplega.ai). Each subdirectory is a standalone tool with its own README.
Repository Structure
| Tool | Description | Stack |
|------|-------------|-------|
| [ai-tracker](./ai-tracker) | Track AI vs human code contributions | Python, uv, SQLite |
| [brain](./brain) | Personal knowledge management with semantic search | TypeScript, Bun, SQLite |
| [cc-hooks](./cc-hooks) | macOS notifications for Claude Code | Bash |
| [cc-notch](./cc-notch) | Menu bar cost tracker (SwiftBar) | Shell |
| [cc-plugin](./cc-plugin) | Claude Code plugins | YAML/Markdown |
| [cc-what](./cc-what) | SDK & CLI for analyzing Claude Code usage data | TypeScript, Bun |
| [dns](./dns) | DNS TXT record query utility | - |
| [file-review](./file-review) | File review tool | - |
| [hive](./hive) | macOS app for Claude Code sessions | TypeScript, Electron, Vite |
| [hn-sql](./hn-sql) | HN data with Parquet + SQL | - |
| [invoice-cli](./invoice-cli) | Invoice email fetcher | - |
| [thoughts](./thoughts) | Research notes & plans (via /desplega:\*) | Markdown |
| [willitfront.page](./willitfront.page) | HN analysis with natural language | - |
| [wts](./wts) | Git worktree manager | TypeScript, Bun |
Thoughts
The [thoughts](./thoughts) directory contains research notes and implementation plans generated via Claude Code skills from the [base plugin](./cc-plugin/base):
/desplega:research- Document codebase state with research notes/desplega:create-plan- Create detailed implementation plans/desplega:implement-plan- Execute plans from a plan file
Claude Plugins
Installation
From inside Claude Code:
```bash
/plugin marketplace add desplega-ai/ai-toolbox
```
Or from the terminal:
```bash
claude plugin marketplace add desplega-ai/ai-toolbox
```
Available Plugins
| Plugin | Description |
|--------|-------------|
| desplega | Base agentic coding patterns (research, planning, implementation) |
| agent-swarm | Multi-agent coordination |
| wts | Git worktree manager |
| brain | Personal knowledge management integration |
| file-review | File review with inline comments |
| remarkable | reMarkable tablet integration (get, put, ls) |
```bash
/plugin install desplega@desplega-ai-toolbox
/plugin install agent-swarm@desplega-ai-toolbox
/plugin install wts@desplega-ai-toolbox
/plugin install brain@desplega-ai-toolbox
/plugin install file-review@desplega-ai-toolbox
/plugin install remarkable@desplega-ai-toolbox
```
Bash Install
You can also install from the terminal:
```bash
# Scope can be 'user' (default), 'project' or 'local'
claude plugin install desplega@desplega-ai-toolbox --scope user
claude plugin install agent-swarm@desplega-ai-toolbox --scope user
claude plugin install wts@desplega-ai-toolbox --scope user
claude plugin install brain@desplega-ai-toolbox --scope user
claude plugin install file-review@desplega-ai-toolbox --scope user
claude plugin install remarkable@desplega-ai-toolbox --scope user
```
Plugin structure: cc-plugin/{base,swarm,wts,brain,file-review,remarkable}/ with hooks, skills, and agents.
Key Tools
ai-tracker (Python):
```bash
uvx cc-ai-tracker install # Install hooks
uvx cc-ai-tracker stats # View AI/human contribution stats
```
brain (TypeScript/Bun):
```bash
npm install -g @desplega.ai/brain
brain init && brain add "My first note"
brain search "ideas" # Semantic search
```
cc-what (TypeScript/Bun):
```bash
npm install -g @desplega.ai/cc-what
cc-what # Summary of Claude Code usage
cc-what stats --daily # Daily activity stats
cc-what costs --models # Cost breakdown by model
```
wts (TypeScript/Bun):
```bash
npm install -g @desplega.ai/wts
wts init && wts create feature --new-branch
```
Development
Each tool is independent - check its README for specific setup. General pattern:
- Python tools:
uvoruvx - TypeScript tools:
bunorpnpm - P
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