Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/airmcp-com/mcp-standards/startgit clone --depth 1 https://github.com/airmcp-com/mcp-standardsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/airmcp-com/mcp-standards/start)<a href="https://agentmods.dev/commands/airmcp-com/mcp-standards/start"><img src="https://agentmods.dev/badge/commands/airmcp-com/mcp-standards/start.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.01010 |
| Opus 5 | $0.00000 | $0.00505 |
| Sonnet 5 | $0.00000 | $0.00202 |
| Haiku 4.5 | $0.00000 | $0.00101 |
Grade A, and why
start scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
100% identical to start — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 209 lines — stays where its author put it; the contents beside it link to each section on GitHub.
pair --start
Start a new pair programming session with AI assistance.
Usage
claude-flow pair --start [options]
Options
--agent <name>- AI pair partner (default: auto-select)--mode <type>- Programming mode: driver, navigator, switch--verify- Enable real-time verification--threshold <0-1>- Verification threshold (default: 0.95)--focus <area>- Focus area: refactor, test, debug, implement--language <lang>- Primary programming language--review- Enable continuous code review--test- Run tests after each change--interval <time>- Switch interval for switch mode (default: 10m)
Examples
Basic Start
claude-flow pair --start
Expert Refactoring Session
claude-flow pair --start \
--agent senior-dev \
--focus refactor \
--verify \
--threshold 0.98
TDD Session
claude-flow pair --start \
--mode driver \
--focus test \
--test \
--language javascript
Debugging Session
claude-flow pair --start \
--agent debugger-expert \
--focus debug \
--review
Session Initialization
When starting a session, the system:
- Selects AI Partner - Matches expertise to your needs
- Configures Environment - Sets up verification and testing
- Establishes Roles - Defines driver/navigator responsibilities
- Loads Context - Imports project information
- Begins Monitoring - Tracks quality metrics
Modes Explained
Driver Mode
You write code while AI:
- Provides real-time suggestions
- Reviews changes instantly
- Catches potential issues
- Suggests improvements
Navigator Mode
AI writes code while you:
- Provide high-level guidance
- Review generated code
- Request modifications
- Control direction
Switch Mode
Automatically alternates roles:
- Default: 10-minute intervals
- Configurable timing
- Smooth handoffs
- Shared context
Focus Areas
Refactor
- Code structure improvements
- Pattern implementation
- Performance optimization
- Readability enhancement
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 209 lines · 0 tokens per session scan A 4072983a851f
start is a command published in the GitHub repository airmcp-com/mcp-standards (3 stars, last pushed 9mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,010 tokens. A static security scan graded it A with 0 findings. It is 100% identical to start, differing in 0 lines, and is treated as a copy.
Other commands, from other repositories
todo
The quality-gated task list: tasks with real descriptions, testable acceptance criteria, and evidence — a task only closes when the controller agrees it is done.
act
Execute the implementation plan with TDD.
implement-tdd
Execute TDD workflow following Red → Green → Refactor cycle with .ai-rules standards.
restart
Prepare for a fresh session by saving all current context, progress, and decisions.
plan
Turn an approved spec into an implementation plan an engineer with zero context could execute — with a quality controller that blocks placeholders and hollow tasks.
audit
Onboard an existing codebase: every domain's checks over the whole tree, then a triaged plan to bring it in line.