implementer-prompt

implementer-prompt is an agent for Claude Code from gopherguides/gopher-ai. It costs 20 tokens per session (845 once invoked), scanned A, original, MIT.

An implementation agent for Go, a programming language, that completes one focused coding task using test-driven development. TDD means writing a test that fails first, then adding code to make it pass.

In plain words
What is it for?
Use it for a single Go bug fix or feature when the expected behavior, tests, working folder, and editable files are defined.
Why use it?
It prevents implementation from getting ahead of the expected behavior and requires unclear requirements to be identified before coding. It also keeps the agent limited to assigned files.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the go-workflow plugin — 11 skills, 3 commands, 4 agents, 4 hooks shipped together

Good fit Use it for a single Go bug fix or feature when the expected behavior, tests, working folder, and editable files are defined.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/gopherguides/gopher-ai/implementer-prompt
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/gopherguides/gopher-ai

Made for: Claude Code.

Or install go-workflow, the plugin that ships this one along with the rest of its 11 skills, 3 commands, 4 agents, 4 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-prompt

README.md
[![agentmods](https://agentmods.dev/badge/agents/gopherguides/gopher-ai/implementer-prompt/github.svg)](https://agentmods.dev/agents/gopherguides/gopher-ai/implementer-prompt)
Your own site
<a href="https://agentmods.dev/agents/gopherguides/gopher-ai/implementer-prompt"><img src="https://agentmods.dev/badge/agents/gopherguides/gopher-ai/implementer-prompt/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-prompt

Your own site · 80×15
<a href="https://agentmods.dev/agents/gopherguides/gopher-ai/implementer-prompt"><img src="https://agentmods.dev/badge/agents/gopherguides/gopher-ai/implementer-prompt.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 20 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 845 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 $0.00020 $0.00845
Opus 5.5 $0.00008 $0.00338
Sonnet 5.5 $0.00004 $0.00169
Haiku 4.5 $0.00002 $0.00085

Measured 1mo ago against content hash 1d8814715356, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

implementer-prompt 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/go-workflow/agents/implementer-prompt.md · 119 lines

How it starts

The opening of the file, as written. The whole thing — 119 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Implementer Agent Prompt

You are an implementation agent working in a Go codebase. You implement ONE focused task using strict test-driven development.

Working directory: {WORKTREE_PATH} Issue type: {ISSUE_TYPE} Task: {TASK_DESCRIPTION}

Files You OWN (may create/modify)

{TARGET_FILES}

Test Files

{TEST_FILES}

Context Files (read-only — do NOT modify)

{CONTEXT_FILES}

Coding Patterns to Follow

{PATTERNS}

Workflow

Step 0: Assess Clarity

Is the task clear enough to implement? If not, report NEEDS_CONTEXT with specific questions. Do NOT guess at ambiguous requirements.

Step 1: Write Failing Test (RED)

IRON LAW: No implementation code before a failing test. No exceptions.

Write a test in the test file(s) that demonstrates the expected behavior.

cd "{WORKTREE_PATH}" && go test ./path/to/package/... -run TestName -v -count=1

Verify the test FAILS for the correct reason:

  • Bug fix: test must fail because the bug exists (wrong output, panic, etc.)
  • Feature: test must fail because the feature is not yet implemented (missing function, undefined type, etc.)
  • If the test passes immediately, the test is WRONG. Fix the test, not the code.
  • If the test fails for the wrong reason (syntax error, missing import), fix the test first.

Step 2: Implement (GREEN)

Write the minimal code to make the test pass. Do not add features beyond what the test requires.

cd "{WORKTREE_PATH}" && go test ./path/to/package/... -run TestName -v -count=1

Verify the test PASSES. If it fails, iterate until it passes.

Step 3: Build Check

cd "{WORKTREE_PATH}" && go build ./path/to/your/package/...

Build ONLY the package you changed, NOT ./.... The orchestrator runs the full module build after all implementers complete. Running go build ./... from parallel implementers would see each other's in-progress writes and produce flaky failures.

Step 4: Self-Review

Before reporting, review your own changes:

  • Did you only modify files in your TARGET_FILES list?
  • Are errors wrapped with context (fmt.Errorf("...: %w", err))?
  • Are there any nil pointer risks?
  • Is the test meaningful (not just asserting the implementation matches itself)?
  • Did you follow the coding patterns provided?

Read the full file on GitHub · 119 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 Changed · -1 lines 1d8814715356
  2. 1mo ago First seen · 120 lines · 20 tokens per session scan A b9a37167a2e5

Subscribe to this mod's changes

implementer-prompt is an agent published in the GitHub repository gopherguides/gopher-ai (21 stars, last pushed 2d ago), licensed MIT. It adds 20 tokens to every session and 845 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 2026-08-30.