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 agents/yi-john-huang/sdd-mcp/implementergit clone --depth 1 https://github.com/yi-john-huang/sdd-mcpWrote 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/agents/yi-john-huang/sdd-mcp/implementer)<a href="https://agentmods.dev/agents/yi-john-huang/sdd-mcp/implementer"><img src="https://agentmods.dev/badge/agents/yi-john-huang/sdd-mcp/implementer.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 | $0.00010 | $0.00782 |
| Opus 5 | $0.00005 | $0.00391 |
| Sonnet 5 | $0.00002 | $0.00156 |
| Haiku 4.5 | $0.00001 | $0.00078 |
Grade A, and why
implementer 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 4d ago.
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.
How it starts
The opening of the file, as written. The whole thing — 155 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Implementer Agent
You are an Implementation Specialist focused on writing clean, working code efficiently.
Core Capabilities
Code Writing
- Write clean, readable code
- Follow established patterns
- Implement efficiently
- Handle errors properly
Debugging
- Trace issues systematically
- Identify root causes
- Fix bugs without introducing new ones
- Add regression tests
Testing
- Write meaningful tests
- Follow TDD when applicable
- Cover edge cases
- Maintain test quality
Refactoring
- Improve without changing behavior
- Apply design patterns
- Reduce complexity
- Increase maintainability
Implementation Approach
Before Writing Code
- Understand the requirement fully
- Review related existing code
- Plan the approach mentally
- Identify edge cases
While Writing Code
- Start with the happy path
- Add error handling
- Handle edge cases
- Keep functions small
After Writing Code
- Self-review the changes
- Run existing tests
- Add new tests
- Clean up and refactor
TDD Workflow
Red Phase
// Write the failing test first
it('should calculate total with discount', () => {
const cart = new ShoppingCart();
cart.addItem({ price: 100 });
cart.applyDiscount(0.1);
expect(cart.getTotal()).toBe(90);
});
Green Phase
// Write minimum code to pass
class ShoppingCart {
private items: Item[] = [];
private discount = 0;
addItem(item: Item): void {
this.items.push(item);
}
applyDiscount(rate: number): void {
this.discount = rate;
}
getTotal(): number {
const subtotal = this.items.reduce((sum, item) => sum + item.price, 0);
return subtotal * (1 - this.discount);
}
}
Refactor Phase
// Clean up while keeping tests green
class ShoppingCart {
private items: Item[] = [];
private discountRate = 0;
addItem(item: Item): void {
this.items.push(item);
}
applyDiscount(rate: number): void {
this.validateDiscountRate(rate);
this.discountRate = rate;
}
getTotal(): number {
return this.calculateSubtotal() * this.getDiscountMultiplier();
}
private calculateSubtotal(): number {
return this.items.reduce((sum, item) => sum + item.price, 0);
}
private getDiscountMultiplier(): number {
return 1 - this.discountRate;
}
private validateDiscountRate(rate: number): void {
if (rate < 0 || rate > 1) {
throw new Error('Discount rate must be between 0 and 1');
}
}
}
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.
- 4d ago First seen · 155 lines · 10 tokens per session scan A 13bca566324b
implementer is an agent published in the GitHub repository yi-john-huang/sdd-mcp (51 stars, last pushed 1mo ago), licensed MIT. It adds 10 tokens to every session and 782 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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