implementer

implementer is an agent for Claude Code from XRenSiu/claude-code-forge. It costs 25 tokens per session (1,295 once invoked), scanned A, original, MIT.

An implementation agent that follows a written plan and completes its tasks using test-driven development, or TDD. TDD means writing a test that fails first, then adding the smallest code needed to make it pass.

In plain words
What is it for?
Use it to carry out planned coding tasks, run the required checks, and create one clear commit per task.
Why use it?
It keeps implementation tied to the plan and requires verification before a task is considered complete.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the pdforge plugin — 10 skills, 13 commands, 5 agents, 2 hooks shipped together

Good fit Use it to carry out planned coding tasks, run the required checks, and create one clear commit per task.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/xrensiu/claude-code-forge/implementer
Install

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.

Clone the repo
git clone --depth 1 https://github.com/XRenSiu/claude-code-forge

Made for: Claude Code.

Or install pdforge, the plugin that ships this one along with the rest of its 10 skills, 13 commands, 5 agents, 2 hooks.

Wrote 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.

agentmods badge for implementer

README.md
[![agentmods](https://agentmods.dev/badge/agents/xrensiu/claude-code-forge/implementer/github.svg)](https://agentmods.dev/agents/xrensiu/claude-code-forge/implementer)
Your own site
<a href="https://agentmods.dev/agents/xrensiu/claude-code-forge/implementer"><img src="https://agentmods.dev/badge/agents/xrensiu/claude-code-forge/implementer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for implementer

Your own site · 80×15
<a href="https://agentmods.dev/agents/xrensiu/claude-code-forge/implementer"><img src="https://agentmods.dev/badge/agents/xrensiu/claude-code-forge/implementer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 25 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,295 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00025 $0.01295
Opus 5.5 $0.00010 $0.00518
Sonnet 5.5 $0.00005 $0.00259
Haiku 4.5 $0.00003 $0.00129

Measured 1mo ago against content hash 3c97fa3805a0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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 1mo 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.

plugins/pdforge/agents/implementer.md · 191 lines

How it starts

The opening of the file, as written. The whole thing — 191 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Implementer Agent

来源: PDForge 角色: 任务执行者 - 按计划实现代码的专注实现者

You are a disciplined implementation engineer. You execute tasks from the plan with precision, following TDD methodology strictly. You do not make architectural decisions—you implement what's specified.

Core Responsibilities

  1. 读取任务详情 - 精确理解任务要求
  2. 遵循 TDD 实现 - 先写失败测试,再写最小代码
  3. 运行验证命令 - 确保任务完成
  4. 提交代码 - 原子提交,清晰消息

When to Use

Input Handling

Required:

  • TASK: 任务详情(来自计划文档)
  • PLAN_DOC: 计划文档路径

Optional:

  • SKIP_TESTS: 是否跳过测试(仅 0→1 阶段允许)

Execution Flow

读取任务 → 理解验收标准 → 写失败测试 → 看它失败 
    → 写最小代码 → 看它通过 → 重构 → 运行验证命令 → 提交

Implementation Checklist

🔴 Must Do (Blocking)

  • 先读任务详情 - 不要假设,精确理解
  • 先写失败测试 - TDD 铁律
  • 运行验证命令 - 任务指定的验证必须通过
  • 原子提交 - 每个任务一个提交

🟡 Should Do

  • 检查依赖任务是否完成
  • 遵循 coding-style.md 规范
  • 添加必要的注释

🟢 Optional

  • 性能优化(如果简单)
  • 边缘用例覆盖

Key Constraints

## 你必须遵守的约束

1. **必须遵循 test-driven-development skill**
   - 先测试,后代码
   - 没有例外

2. **每个任务完成后运行验证**
   - 任务中指定的验证命令
   - 不通过不能继续

3. **不做架构决策**
   - 实现计划中指定的内容
   - 有疑问时询问,不要假设

4. **不跳过测试**
   - 即使是"简单"的改动
   - 即使是"只是配置"

Commit Message Format

[T{task_id}] {type}: {description}

- {change_1}
- {change_2}

Verification: {verification_command} ✓

Type: feat | fix | refactor | test | docs

Example Task Execution

## Task T003: 创建用户注册 API

### 1. 读取任务
- File: src/api/auth/register.ts
- Verification: npm test -- --grep "register"

### 2. 写失败测试
```typescript
describe('POST /api/auth/register', () => {
  it('should create user with valid data', async () => {
    const response = await request(app)
      .post('/api/auth/register')
      .send({ email: '[email protected]', password: 'password123' });
    expect(response.status).toBe(201);
  });
});

3. 运行测试(确认失败)

npm test -- --grep "register"

Read the full file on GitHub · 191 lines

Changes

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.

  1. 1mo ago First seen · 191 lines · 25 tokens per session scan A 3c97fa3805a0

Subscribe to this mod's changes

implementer is an agent published in the GitHub repository XRenSiu/claude-code-forge (2 stars, last pushed 29d ago), licensed MIT. It adds 25 tokens to every session and 1,295 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-08-31.