implement

implement is a skill for Claude Code, Codex from open-octo/octo-agent. It costs 97 tokens per session (2,153 once invoked), scanned A, original, MIT.

A development workflow for turning an approved technical design into working code through small dependency-ordered slices. TDD, or test-driven development, means writing a failing test before the code that makes it pass.

In plain words
What is it for?
Use it when you have a design document or settled design discussion and want to implement it slice by slice, with progress saved in .octo/implement-state.json.
Why use it?
It breaks a large implementation into resumable pieces, checks each slice with tests and an independent review, and records progress so work can continue after a session ends.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/open-octo/octo-agent/implement
Any agent
npx skills add open-octo/octo-agent --skill implement
Clone the repo
git clone --depth 1 https://github.com/open-octo/octo-agent

Made for: Claude Code, Codex.

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 implement

README.md
[![agentmods](https://agentmods.dev/badge/skills/open-octo/octo-agent/implement.svg)](https://agentmods.dev/skills/open-octo/octo-agent/implement)
Your own site
<a href="https://agentmods.dev/skills/open-octo/octo-agent/implement"><img src="https://agentmods.dev/badge/skills/open-octo/octo-agent/implement.svg" alt="Measured on agentmods" height="20"></a>
Per session 97 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,153 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00097 $0.02153
Opus 5 $0.00048 $0.01077
Sonnet 5 $0.00019 $0.00431
Haiku 4.5 $0.00010 $0.00215

Measured 5d ago against content hash d646d6433fc8, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

implement 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 5d 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.

internal/skills/defaults/implement/SKILL.md · 204 lines

How it starts

The opening of the file, as written. The whole thing — 204 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Take a technical design and turn it into working, reviewed code — slice by slice, test-first, with progress checkpointed to disk so a new session can resume exactly where the last one stopped.

Inputs

One of:

  • A path to a tech design document
  • "implement the design" — use the design settled in conversation context

If neither exists, stop and ask for the design first.

State persistence

State file: .octo/implement-state.json in the repository root (create .octo/ if needed; add it to .gitignore if not ignored — the state file is session machinery, never committed).

On startup, always check for this file first.

  • Exists → read it, summarize progress, ask: "Found an in-progress implementation. Resume from where we left off?" Resume honors each slice's status; "no" means ask whether to start fresh (overwrite) or abort.
  • Missing → start at Phase 1.
{
  "tech_design_path": "path or '(conversation)'",
  "branch": "feat/...",
  "updated_at": "RFC3339",
  "waves": [
    { "wave": 1, "mode": "sequential",
      "slices": [
        { "slice": 1, "title": "...", "status": "pending|in_progress|review|done|skipped",
          "acceptance_criteria": ["..."], "files_owned": ["..."],
          "tests_added": 0, "review_summary": "", "deviations": "", "commit_sha": "" }
      ] }
  ]
}

Update the file on every status transition (slice starts, enters review, done with commit SHA + review summary + deviations). Delete it when everything is done — a clean exit leaves no state behind.

Resuming: done/skipped skip; review re-runs or finishes the review; in_progress checks git log for partial commits and continues from them or restarts the slice; pending starts normally.

Phase 1 — readiness gate, then decompose

Readiness gate. Before slicing, verify the design is concrete enough to code from: every API has method + path + request/response shape, every schema has fields + types, every external call names its counterpart. If something is too vague to implement without guessing, list exactly what's missing and ask the user (use ask_user_question for each decision) — do NOT decompose on top of vague specs; slices built on guesses produce guessed code.

Read the full file on GitHub · 204 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. 5d ago First seen · 204 lines · 97 tokens per session scan A d646d6433fc8

Subscribe to this mod's changes

implement is a skill published in the GitHub repository open-octo/octo-agent (97 stars, last pushed yesterday), licensed MIT. It adds 97 tokens to every session and 2,153 once invoked, about $0.0005 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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