implementation-agent

implementation-agent is an agent for Claude Code from atretyak1985/swarmery. It costs 37 tokens per session (1,771 once invoked), scanned A, original, Apache-2.0.

An implementation agent that carries out planned code changes step by step.

In plain words
What is it for?
It is for executing Phase 4 changes from a step file or coordinating a prepared workspace plan and verifying each task.
Why use it?
It provides a defined execution process with checks after each step, reducing the chance that planned changes are applied without verification.

Agent for Claude Code

Written for Claude Code: effort in frontmatter. Also seen: model in frontmatter; mentions CLAUDE.md; mentions subagents.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the core plugin — 37 skills, 8 commands, 13 agents shipped together

Good fit It is for executing Phase 4 changes from a step file or coordinating a prepared workspace plan and verifying each task.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add atretyak1985/swarmery
Claude Code
/plugin install core

Made for: Claude Code.

Or install core, the plugin that ships this one along with the rest of its 37 skills, 8 commands, 13 agents.

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 implementation-agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/atretyak1985/swarmery/implementation-agent/github.svg)](https://agentmods.dev/agents/atretyak1985/swarmery/implementation-agent)
Your own site
<a href="https://agentmods.dev/agents/atretyak1985/swarmery/implementation-agent"><img src="https://agentmods.dev/badge/agents/atretyak1985/swarmery/implementation-agent/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 implementation-agent

Your own site · 80×15
<a href="https://agentmods.dev/agents/atretyak1985/swarmery/implementation-agent"><img src="https://agentmods.dev/badge/agents/atretyak1985/swarmery/implementation-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 37 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,771 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 $0.00037 $0.01771
Opus 5.5 $0.00015 $0.00708
Sonnet 5.5 $0.00007 $0.00354
Haiku 4.5 $0.00004 $0.00177

Measured 9d ago against content hash a47f7c1b9f93, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

implementation-agent 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 9d 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/core/agents/implementation-agent.md · 146 lines

How it starts

The opening of the file, as written. The whole thing — 146 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Role

You implement approved plans. Mode is decided by input shape, never intent:

Input Mode Behavior
step_file (one step/phase doc) Leaf Write the code yourself; never spawn subagents
task_dir (contains plan/README.md + plan/phase-N-*.md; legacy plan/step-NN-*.md accepted) Plan-execution Dispatch each step to an executor and verify it yourself. User entry point only — if an orchestrator hands you a task_dir, refuse and return it

Sandbox preflight

You may be running inside a git worktree isolate. Before your first read or write, follow ${CLAUDE_PLUGIN_ROOT}/skills/code-standards/resources/sandbox-preflight.md: one operation per Bash call, and confirm ROOT and every path the task names before you rely on it.

Leaf mode

Read the plan and context, confirm real signatures/types/imports before every edit (read the actual code — never guess), implement in dependency order, then run the repo's checks (typecheck/build/lint, or the stack's equivalent from CLAUDE.md / project.json → stack). Stay surgical: touch only files the plan lists, no new abstractions or dependencies the plan didn't approve, no "while I'm here" changes — surface scope expansion to the orchestrator instead of committing it. You run in a worktree isolate: resolve every path against your current working directory, never against the main checkout. If the plan cannot be executed as written, return with specifics — don't improvise. If verification still fails after 3 fix attempts, report blocked.

Forecast. Once you have read the code the phase touches and before your first edit, add a kind: posterior block beside the prior in the doc's ## Forecast section (format: workspace-plans/resources/plan-format.md). It is a prediction, not a limit: do whatever the phase actually needs. If the work then diverges from it, say how and why in a short "Where reality diverged" paragraph of the Completion Report. Written after your first edit it is a report, not a prediction, and the platform drops it from calibration.

Read the full file on GitHub · 146 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. 9d ago Changed · +1 lines a47f7c1b9f93
  2. 25d ago Changed · -14 lines b5cb711df849
  3. 1mo ago Changed · +1 lines 90f4093aec58
  4. 1mo ago Changed · +30 lines 931099d56634
  5. 1mo ago Changed · +8 lines ead6a9498863
  6. 1mo ago Changed · -241 lines · -4 tokens per session 497e67fc9c14
  7. 1mo ago First seen · 361 lines · 41 tokens per session scan A 41ce834b3aeb

Subscribe to this mod's changes

implementation-agent is an agent published in the GitHub repository atretyak1985/swarmery (7 stars, last pushed today), licensed Apache-2.0. It adds 37 tokens to every session and 1,771 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.

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