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MCP-based contextual flag system for AI assistants

Project description

SuperFlag

⚠️ MIGRATION NOTICE: If you previously installed context-engine-mcp, please uninstall it and install superflag instead:

pip uninstall context-engine-mcp
pipx install superflag

Claude Code Gemini CLI Continue

Note: This project was inspired by the pioneering work in SuperClaude Framework and SuperGemini Framework. Special thanks to SuperClaude-Org team members @NomenAK and @mithun50 whose work made this possible.

SuperFlag provides 18 contextual flags that guide assistant behavior (e.g., --strict, --auto). It exposes an MCP stdio server and small setup helpers for common clients.

Quick Start

# Install (recommended)
pipx install superflag
pipx ensurepath  # Required once on Windows - adds pipx to PATH
# Restart terminal after ensurepath

# Interactive installation (choose platforms)
superflag install

# Direct installation
superflag install --target claude-code  # Claude Code only
superflag install --target gemini-cli   # Gemini CLI only
superflag install --target cn           # Continue only

Then in your client/assistant, use prompts with flags:

  • "Fix this bug --auto" (auto-select flags)
  • "--save" (handoff documentation)
  • "Analyze --strict" (precise, zero-tolerance mode)

18 Flags

Flag Purpose
--analyze Multi-angle systematic analysis
--auto AI selects optimal flag combination
--collab Co-develop solutions through trust-based iteration
--concise Minimal communication
--discover Discover existing solutions before building new
--explain Progressive disclosure
--git Version control best practices
--lean Essential focus only
--load Load handoff documentation
--parallel Multi-agent processing
--performance Speed and efficiency optimization
--readonly Analysis only mode
--refactor Code quality improvement
--reset Reset all flag states to new (clears session cache)
--save Handoff documentation
--seq Sequential thinking
--strict Zero-error enforcement
--todo Task management

Installation

Claude Code

# Install package
pipx install superflag
pipx ensurepath  # Required once on Windows - adds pipx to PATH
# Restart terminal after ensurepath

# Install configuration files
superflag install

Register the MCP server with Claude CLI:

# Choose ONE of these commands:

# pipx or pip with PATH
claude mcp add superflag -s user superflag

# pip without PATH (recommended for pip users)
claude mcp add superflag -s user "python -m superflag"

# UV installation
claude mcp add superflag -s user "uv run superflag"

This also writes ~/.claude/SUPERFLAG.md and appends a reference to ~/.claude/CLAUDE.md.

Continue Extension

# Install package
pipx install superflag
pipx ensurepath  # Required once on Windows - adds pipx to PATH
# Restart terminal after ensurepath

# Install configuration files
superflag install --target cn

Edit ~/.continue/mcpServers/superflag.yaml and uncomment ONE option:

# Option 1: Standard Python (most common)
name: SuperFlag
command: superflag

# Option 2: UV installation  
# name: SuperFlag
# command: uv
# args: ["run", "superflag"]

# Option 3: Custom installation
# name: SuperFlag
# command: <your-custom-command>

Restart VS Code, then type @ in Continue chat to access MCP tools.

Gemini CLI

# Install package
pipx install superflag
pipx ensurepath  # Required once on Windows - adds pipx to PATH
# Restart terminal after ensurepath

# Install configuration files for Gemini CLI
superflag install --target gemini-cli

This command:

  • Appends @SUPERFLAG.md to ~/.gemini/GEMINI.md (adds once; no duplicate)
  • Writes latest instructions to ~/.gemini/SUPERFLAG.md

It does not modify ~/.gemini/settings.json. If required, register the MCP stdio command in Gemini CLI settings:

  • Command: superflag
  • Args: []
  • Transport: stdio

MCP registration (example)

  • File: ~/.gemini/settings.json
  • Add or merge this into the mcpServers section:
{
  "mcpServers": {
    "superflag": {
      "type": "stdio",
      "command": "superflag",
      "args": [],
      "env": {}
    }
  }
}

Gemini CLI settings

  • Location: ~/.gemini/settings.json
  • Structure:
{
  "mcpServers": {
    "<server-name>": {
      "type": "stdio",
      "command": "<executable or interpreter>",
      "args": ["<arg1>", "<arg2>", "..."],
      "env": { "ENV_KEY": "value" }
    }
  }
}

Common setups

  • pipx (PATH):
{
  "mcpServers": {
    "superflag": {
      "type": "stdio",
      "command": "superflag",
      "args": [],
      "env": {}
    }
  }
}
  • uv (run):
{
  "mcpServers": {
    "superflag": {
      "type": "stdio",
      "command": "uv",
      "args": ["run", "superflag"],
      "env": {}
    }
  }
}
  • venv absolute path (Windows):
{
  "mcpServers": {
    "superflag": {
      "type": "stdio",
      "command": "C:\\path\\to\\venv\\Scripts\\superflag.exe",
      "args": [],
      "env": {}
    }
  }
}
  • venv with interpreter (module run):
{
  "mcpServers": {
    "superflag": {
      "type": "stdio",
      "command": "/path/to/venv/bin/python",
      "args": ["-m", "superflag"],
      "env": {}
    }
  }
}

Notes

  • type is stdio.
  • If the command is not on PATH, use an absolute path (escape backslashes on Windows).
  • After editing, restart Gemini CLI and verify tools (e.g., list_available_flags).

Usage

In Chat

# Auto mode - AI selects flags
"Refactor this code --auto"

# Direct flags
"--save"  # Creates handoff doc
"--analyze --strict"  # Multi-angle analysis with zero errors
"--reset --analyze"  # Reset session and reapply

# Combined flags
"Review this --analyze --strict --seq"

MCP Tools

  • get_directives(['--flag1', '--flag2']) - Activates flags

Development: use pip install -e . for editable installs.

Configuration updates: edit ~/.superflag/flags.yaml and restart the MCP server.

Optional MCP Servers

Additional MCP servers can complement certain flags:

For --seq flag:

# Sequential thinking server  
claude mcp add -s user -- sequential-thinking npx -y @modelcontextprotocol/server-sequential-thinking

These are optional; SuperFlag works without them.

Session

  • Duplicate flags produce a brief reminder instead of repeating full directives.
  • Use --reset when the task/context changes (resets all flag states to new).
  • The server tracks active flags per session.
  • Note: In Claude, flag states persist through /clear or /compact commands. Use --reset to reinitialize.

--auto

--auto instructs the assistant to analyze the task and pick appropriate flags (do not include --auto in get_directives calls).

Behavior

  • --auto only: the assistant selects a full set of flags automatically.
  • --auto --flag1 --flag2: the assistant applies --flag1, --flag2 and may add additional flags if helpful. User‑specified flags take priority when there is overlap or conflict.
  • --flag1 --flag2 (without --auto): only the specified flags are applied.

Files Created

~/.claude/
├── CLAUDE.md                     # References @SUPERFLAG.md
├── SUPERFLAG.md             # Flag instructions (auto-updated)
├── hooks/
│   └── superflag.py              # Hook for flag detection (Claude Code only)
└── settings.json                 # Updated with hook registration (Claude Code only)

~/.continue/
├── config.yaml         # Contains SuperFlag rules
└── mcpServers/
    ├── superflag.yaml
    ├── sequential-thinking.yaml
    └── context7.yaml

~/.superflag/
└── flags.yaml          # Flag definitions

~/.gemini/
├── GEMINI.md           # References @SUPERFLAG.md
└── SUPERFLAG.md   # Flag instructions (auto-updated)

Uninstallation

# Complete uninstall from all environments (Claude Code + Continue)
superflag uninstall

# Remove Python package
pipx uninstall superflag

Note: During uninstallation, ~/.superflag/flags.yaml is backed up to ~/flags.yaml.backup_YYYYMMDD_HHMMSS before removal. During installation, existing flags.yaml is backed up and updated to the latest version.

Claude Code note: Uninstall removes the @SUPERFLAG.md reference from ~/.claude/CLAUDE.md, deletes ~/.claude/SUPERFLAG.md if present, removes the hook file from ~/.claude/hooks/superflag.py, and removes the hook registration from ~/.claude/settings.json.

Gemini CLI note: Uninstall removes the @SUPERFLAG.md reference from ~/.gemini/GEMINI.md and deletes ~/.gemini/SUPERFLAG.md if present.

Continue note: Uninstall removes the SuperFlag rules from ~/.continue/config.yaml (when present) and deletes ~/.continue/mcpServers/superflag.yaml if present.

License

MIT

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