ManualAid

中文 / English

A local-only, human-in-the-loop copypaste assistant for LLM workflows.

ManualAid provides a Textual-based TUI console that bridges your clipboard and LLM chat interfaces. Paste LLM-generated tool calls (in XML format), review and audit dangerous operations, and manage sessions with full history tracking -- all running locally on your machine.

Version: 0.4.1 | Python: >=3.14

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Features

• TUI Console -- Four-tab Textual interface: RichLog, Tool Calls, Audit, Statistics
• 12 Built-in Tools -- File system exploration, search, editing, Git integration
• Safe Editing -- Two-phase commit for write/edit operations with diff preview and manual approval
• Git Integration -- Whitelist-based Git command execution with safety filters
• Session Management -- Automatic session tracking, rename, delete, and switch
• Tool Usage Analytics -- Per-session and global tool call statistics with ranking
• Audit System -- Pending write/edit snapshots with approve/reject workflow
• Result Caching -- Auto-copy results to clipboard with configurable expiration
• Multi-window Launch -- Spawn new ManualAid windows for different workspaces
• Cross-platform -- Windows, macOS, and Linux support(These two haven't been tested.)

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Quick Start

Prerequisites

• Python >= 3.14
• Node.js (for dev tooling: Prettier, markdownlint)

Installation

# Clone the repository
git clone https://github.com/SunYanbox/ManualAid.git
cd ManualAid

# Create and activate virtual environment
python -m venv .venv
# Windows:
.venv\Scripts\activate
# macOS/Linux:
source .venv/bin/activate

# Install dependencies
npm install
pip install -r requirements.txt

# Copy and configure environment
cp .env.example .env

Run

# Launch with folder picker dialog
python main.py

# Launch directly into a workspace
python main.py -p /path/to/your/project

Once running, paste XML-formatted tool calls from your LLM into the REPL input area. The console parses, executes, and displays results in the appropriate tabs.

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Console Interface

The TUI is built with Textual and has four tabs:

Tab	Purpose
RichLog	General log output and messages
Tool Calls	Collapsible tool execution results
Audit	Pending write/edit operations awaiting approval
Statistics	Session summaries, tool rankings, session management

Keyboard Shortcuts

• Ctrl+Enter / Ctrl+J -- Submit input
• \ + Enter -- Insert newline in multi-line input

Built-in Commands

Command	Aliases	Description
/quit	/q / /exit	Exit the application
/tools	/t	List all available tools
/tool	/tool_detail	Show tool detail by name
/copy	/c	Copy last result to clipboard
/history		Show tool execution history
/help	/h / /?	Show help text
/cls		Clear the log display
/workspace	/ws	Generate a system prompt containing workspace information and tool definitions.
/new		Launch new ManualAid window

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Available Tools

ManualAid registers 12 tools for LLM use via XML function calls:

Query Tools (read-only)

Tool	Description
ls	List directory contents
glob	Find files by glob pattern
read	Read file contents (with optional line limit)
read_lines	Read specific line range from a file
stat	Get file/directory metadata (size, mtime, lines)
exact_search	Exact string search with case/whole-word options
regex_search	Regex search with context display
symbol_ref	Find symbol definitions and references in code

Edit Tools (require audit approval)

Tool	Description
write	Write file content (creates if missing)
edit	Safe string replacement with diff preview and audit

Dangerous Tools (require audit approval)

Tool	Description
git	Whitelist-based Git command execution

Tool calls use XML format. See /help in the console for syntax examples.

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Audit Workflow

Write and edit operations go through a two-phase safety workflow:

1. Preview -- The tool computes a diff and stores a snapshot with PENDING_AUDIT status
2. Review -- Switch to the Audit tab to review the diff
3. Decide -- Click Approve to commit the change, or Reject to discard it

Git commands that are not in the safe list (status, diff, log, show) also require audit approval before execution.

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Configuration

Copy .env.example to .env and adjust as needed:

Variable	Default	Description
TOOL_MAX_RESULT_LENGTH	30000	Max characters in tool output
TOOL_LIST_TRUNCATE_THRESHOLD	100	Max items in list results
TOOL_DICT_TRUNCATE_THRESHOLD	100	Max key-value pairs in dict results
MANUALAID_AUTO_COPY	true	Auto-copy results to clipboard
RESULT_EXPIRE_MINUTES	5	Result cache expiration (minutes)
SESSION_UPDATE_INTERVAL	30	Session duration persistence interval (s)
SESSION_FLAG_CHECK_INTERVAL	5	Deletion flag check & guard interval (s)

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Development

Setup

npm install
pip install -r requirements.txt

Code Quality

npm run format:check   # Check all formatting (fullwidth + markdown + ruff + prettier)
npm run format:fix     # Auto-fix most formatting issues.
npm run test           # Run tests with coverage report
npm run ci             # Full CI: format fix -> test -> format check

Individual checks:

npm run fw:format:check      # Fullwidth character check
npm run md:format:check      # Markdown lint
npm run ruff:format:check    # Python lint (Ruff)
npm run prettier:format:check# Code formatting (Prettier)

Project Structure

ManualAid/
  src/
    console/          # Textual TUI application
      commands/       # Console command implementations
      handlers/       # Tool call and command handlers
      ui/             # TUI widgets (tabs, REPL, formatters)
    core/             # Core logic (registry, database, audit, launcher)
    models/           # Data models
    constants/        # Prompts, configuration
    utils/            # Utility functions
    workspace/        # Workspace and tool implementations
  tests/              # Test suite
  scripts/            # Helper scripts (e.g. fix_fullwidth.py)
  docs/               # Documentation and prompt templates
    CHANGELOG.md      # Version history and changelog
    CHANGELOG_ZH.md   # Chinese version of changelog

Tech Stack

• Python 3.14+ with Textual for TUI
• SQLite3 (WAL mode) for session and tool call persistence
• Rich for terminal formatting
• Ruff for Python linting, Prettier + markdownlint for formatting

Constraints

• .py and .md files must use halfwidth punctuation only
• Line length limit: 120 characters
• New features require tests

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⚖️ Legal Disclaimer

ManualAid is a local-only, human-in-the-loop assistant. It is designed to facilitate manual copypaste workflows and does not support automated interaction with any LLM platform.

Users are solely responsible for:

1. Complying with the Terms of Service (ToS) of the LLM platforms they use.
2. Ensuring their usage does not violate rate limits, automation bans, or other policies.

The author(s) of ManualAid explicitly disclaim any liability for:

• Misuse of this tool to automate requests, bypass paywalls, or abuse LLM services.
• Any account suspensions, legal actions, or damages resulting from such misuse.

If you fork this project, you must retain this disclaimer and ensure your modifications do not promote or enable automated abuse.