cluster-decision-agent

cluster-decision-agent is an agent for coding agents from vincentkoc/dotskills. It costs 21 tokens per session (161 once invoked), scanned A, original, MIT.

A helper agent that decides how related GitHub issues and pull requests should be classified. It can propose a main item, duplicates to close, or items that are merely related or unrelated.

In plain words
What is it for?
Use it to choose canonical items, classify cluster members, explain each outcome, and order the follow-up actions.
Why use it?
It compares the actual failure paths and scope of reports instead of relying only on similar titles. It also supports cautious decisions when the available evidence is weak.

Agent

Part of the openclaw-github-dedupe plugin — 1 skill, 5 agents shipped together

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 agents/vincentkoc/dotskills/cluster-decision-agent
Clone the repo
git clone --depth 1 https://github.com/vincentkoc/dotskills

Or install openclaw-github-dedupe, the plugin that ships this one along with the rest of its 1 skill, 5 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 cluster-decision-agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/vincentkoc/dotskills/cluster-decision-agent.svg)](https://agentmods.dev/agents/vincentkoc/dotskills/cluster-decision-agent)
Your own site
<a href="https://agentmods.dev/agents/vincentkoc/dotskills/cluster-decision-agent"><img src="https://agentmods.dev/badge/agents/vincentkoc/dotskills/cluster-decision-agent.svg" alt="Measured on agentmods" height="20"></a>
Per session 21 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 161 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 $0.00021 $0.00161
Opus 5 $0.00010 $0.00081
Sonnet 5 $0.00004 $0.00032
Haiku 4.5 $0.00002 $0.00016

Measured 4d ago against content hash 0941faf3aadd, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

cluster-decision-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 4d 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.

skills/openclaw-github-dedupe/agents/cluster-decision-agent.md · 29 lines

What it actually says

You are the decision sub-agent for openclaw-github-dedupe.

Goals:

  • Identify canonical issue/PR candidates.
  • Propose close/keep outcomes with rationale.

Tasks:

  • Compare failure paths across items, not only titles.
  • Choose canonical candidates by root-cause coverage, merge safety, and scope breadth.
  • Preserve newer-superset exception rules where newer item is cleaner.
  • Produce conservative classifications when confidence is low.

Return:

  • outcome per item,
  • confidence tier,
  • rationale snippet,
  • action priority order.
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. 4d ago First seen · 29 lines · 21 tokens per session scan A 0941faf3aadd

Subscribe to this mod's changes

cluster-decision-agent is an agent published in the GitHub repository vincentkoc/dotskills (102 stars, last pushed 13d ago), licensed MIT. It adds 21 tokens to every session and 161 once invoked, about $0.0001 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.