harbor: Skill for Claude Code

.agents/skills/ideate/SKILL.md

ideate is a skill for Claude Code, Codex from av/harbor. It costs 89 tokens per session (2,635 once invoked), scanned A, original, Apache-2.0.

A timed brainstorming workflow that pairs one agent proposing an idea with another reviewing it from a user’s perspective. It repeats this process until the set time ends.

In plain words
What is it for?
Use it to brainstorm features, approaches, or solutions for a defined topic and duration.
Why use it?
It helps generate several options while exposing weak or impractical ideas. The time limit keeps the exploration focused.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents; installed under .agents/ (shared by several agents).

This is av/harbor's own configuration. It tells Claude Code and Codex how to work on harbor itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything harbor configures →

About the project

av/harbor is a command-line tool and companion app that uses Docker Compose to start a connected local stack of language-model backends, user interfaces, and supporting AI services. People use it to run services such as Ollama, llama.cpp, vLLM, Open WebUI, search, voice, and image-generation tools without configuring their connections manually, while the catalogue provides agent workflows for operating Harbor.

av/harbor · 3,263 stars · on GitHub · discord.gg

Reuse

Borrowing it

Nothing to install: this file belongs to av/harbor. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/av/harbor/main/.agents/skills/ideate/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/av/harbor

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 ideate

README.md
[![agentmods](https://agentmods.dev/badge/skills/av/harbor/ideate/github.svg)](https://agentmods.dev/skills/av/harbor/ideate)
Your own site
<a href="https://agentmods.dev/skills/av/harbor/ideate"><img src="https://agentmods.dev/badge/skills/av/harbor/ideate/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 ideate

Your own site · 80×15
<a href="https://agentmods.dev/skills/av/harbor/ideate"><img src="https://agentmods.dev/badge/skills/av/harbor/ideate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 89 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,635 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00089 $0.02635
Opus 5.5 $0.00036 $0.01054
Sonnet 5.5 $0.00018 $0.00527
Haiku 4.5 $0.00009 $0.00264

Measured 2mo ago against content hash 432c26d1791a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ideate 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 2mo 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

  • ideate — 100% identical, 453 lines differ
.agents/skills/ideate/SKILL.md · 266 lines

How it starts

The opening of the file, as written. The whole thing — 266 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ideate

Generate, stress-test, and rank ideas on any topic through iterative propose-and-critique cycles. Each iteration dispatches two subagents: one to propose an idea, one to tear it apart from the end-user perspective. The clock controls when you stop. The critique scores control what survives.

Your Role

You are the orchestrator. You do three things:

  1. Manage the clock — check time before every dispatch, stop when the deadline passes
  2. Dispatch subagent pairs — a proposer and a critic, every iteration
  3. Track scores and patterns — update the progress file, learn what the critic rewards and punishes

You do NOT propose ideas yourself. You do NOT critique ideas yourself. You do NOT do any research, code reading, or analysis. All intellectual work happens inside subagents. Your context is reserved for the dispatch loop and pattern tracking.

The Iron Law

YOU DO NOT DECIDE WHEN IDEATION IS DONE. THE CLOCK DECIDES.

Keep dispatching propose-and-critique pairs until the deadline passes. You have zero authority to judge "enough ideas" or "good enough." The user gave you a duration. You use all of it.

Inputs

The user provides two things:

  1. Topic — what to ideate on (e.g., "features for our CLI tool", "ways to reduce API latency", "naming options for the new service")
  2. Duration — how long to ideate (e.g., "30 minutes", "1 hour", "2 hours")

If the duration is vague ("a while"), interpret as 1 hour. If truly ambiguous, ask once.

Optionally, the user may specify:

  • Top N — how many ideas to present at the end (default: 3)
  • Context — a codebase, document, or domain to ground proposals in

The Process

digraph ideate {
    rankdir=TB;
    node [shape=box];

    start [label="Record start time\nCompute deadline" shape=doublecircle];
    init [label="Create progress file\nin /tmp"];
    check [label="Check current time\nagainst deadline" shape=diamond];
    read_log [label="Read progress file\nfor patterns"];
    propose [label="Dispatch PROPOSER\nsubagent"];
    critique [label="Dispatch CRITIC\nsubagent"];
    update [label="Update progress file\nwith score + patterns"];
    present [label="Present top N ideas\nwith scores + critiques" shape=doublecircle];

    start -> init -> check;
    check -> read_log [label="time remains"];
    check -> present [label="deadline passed"];
    read_log -> propose;
    propose -> critique;
    critique -> update;
    update -> check;
}

Read the full file on GitHub · 266 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2mo ago First seen · 266 lines · 89 tokens per session scan A 432c26d1791a

Subscribe to this mod's changes

ideate is a skill published in the GitHub repository av/harbor (3,263 stars, last pushed 6d ago), licensed Apache-2.0. It adds 89 tokens to every session and 2,635 once invoked, about $0.0004 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.

Related

ideate compared with skills from other repositories

ideate next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
ideateav/harborSkill3.3k6d agoApache-2.0A89Claude Code, Codex
hugging-face-tool-buildersynthetic-sciences/openscienceSkill4.3k2d agoApache-2.0A67Claude Code, Codex
agent-builderchandrudp29/skillhubSkill144mo agoMITA42Claude Code, Codex
synapsedinglebear-ai/synapseSkill24d agoAGPL-3.0A67Claude Code
docker-essentialsasgarovf/locusaiSkill238mo agoMITA35Claude Code
docker-managementfurkangonel/cowranglerSkill11mo agoMITC16Claude Code, Codex
clinicaltrials-databasesynthetic-sciences/openscienceSkill4.3k2d agoApache-2.0A47Claude Code, Codex