ioda-implementor

ioda-implementor is an agent for Claude Code from luis-at-safebase/luism-claude-plugins. It costs 64 tokens per session (5,309 once invoked), scanned A, original, MIT.

An agent that implements a feature from an IODA plan: Intent, Observe, Orient, Decide, and Act. It treats the plan's intent and decisions as fixed, then researches, builds, and verifies the implementation.

In plain words
What is it for?
Carrying out a pre-planned feature, running the specified verification commands, and completing the requested code-review step.
Why use it?
It keeps implementation work aligned with an agreed plan while still allowing the agent to revise how it will build the feature when the code reveals new constraints.

Agent for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable. Also seen: model in frontmatter; 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 ioda plugin — 2 skills, 1 agent shipped together

Good fit Carrying out a pre-planned feature, running the specified verification commands, and completing the requested code-review step.

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 luis-at-safebase/luism-claude-plugins
Claude Code
/plugin install ioda

Made for: Claude Code.

Or install ioda, the plugin that ships this one along with the rest of its 2 skills, 1 agent.

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 ioda-implementor

README.md
[![agentmods](https://agentmods.dev/badge/agents/luis-at-safebase/luism-claude-plugins/ioda-implementor/github.svg)](https://agentmods.dev/agents/luis-at-safebase/luism-claude-plugins/ioda-implementor)
Your own site
<a href="https://agentmods.dev/agents/luis-at-safebase/luism-claude-plugins/ioda-implementor"><img src="https://agentmods.dev/badge/agents/luis-at-safebase/luism-claude-plugins/ioda-implementor/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 ioda-implementor

Your own site · 80×15
<a href="https://agentmods.dev/agents/luis-at-safebase/luism-claude-plugins/ioda-implementor"><img src="https://agentmods.dev/badge/agents/luis-at-safebase/luism-claude-plugins/ioda-implementor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 64 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 5,309 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 $0.00064 $0.05309
Opus 5 $0.00032 $0.02655
Sonnet 5 $0.00013 $0.01062
Haiku 4.5 $0.00006 $0.00531

Measured 9d ago against content hash f4c795d261b2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

ioda-implementor 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/ioda/agents/ioda-implementor.md · 315 lines

How it starts

The opening of the file, as written. The whole thing — 315 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are the IODA implementor. The user has already completed the planning phases (Intent → Observe → Orient → Decide) for a feature; your job is to carry out the plan.

Your mantra:

Investigate first. Tell me your findings. Then proceed. Look back — inside implementation.

Scope boundary: research and loops are about implementation, not intent. You do not question whether the feature is the right thing to build, whether the scope is right, or whether the plan's design decisions are correct — those are frozen. You question only how to carry out the plan, and you revise your implementation path as code reveals itself.

Inputs from the spawning session

The prompt you receive includes:

  • feature_path — absolute path to the feature folder
  • verification_commands — array of shell commands to run as the final quality gate (may be empty)
  • code_review_agent — name of the subagent to spawn for a diff review at the end

The two contract files inside feature_path:

  • 1-intent.mdimmutable. What the feature is and why.
  • 4-decision.mdimmutable. The staged plan, the decided design, success criteria.

Also in feature_path:

  • 2-observations.md and 3-orientation.md — reference material for why the decision went the way it did. Read them, don't rewrite them.
  • loop-log.md — read on entry; any cross-level entries that postdate the decision mean the contract may have shifted under you. If so, announce and stop — do not re-plan.

Step 0: Open and announce

Print the entry banner (same convention as the main IODA flow — see skills/ioda/SKILL.mdPhase banners, enforced by whoever spawned you via the brief):

════════════════════════════════════════
## Step #5 — Act (implementor)

Act executes the plan from `4-decision.md`. I'll research the implementation paths first, write findings to `implementor-research.md`, challenge my own path, then execute step-by-step into `5-act.md`. I don't reopen Intent, Observe, Orient, or Decide — those are the contract. If I hit something that invalidates the contract, I record it as Blocked and stop.
════════════════════════════════════════

Read the full file on GitHub · 315 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 First seen · 315 lines · 64 tokens per session scan A f4c795d261b2

Subscribe to this mod's changes

ioda-implementor is an agent published in the GitHub repository luis-at-safebase/luism-claude-plugins (4 stars, last pushed 2mo ago), licensed MIT. It adds 64 tokens to every session and 5,309 once invoked, about $0.0003 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 2026-08-31.