okhp3-equilibrium-review

okhp3-equilibrium-review is a skill for Claude Code, Codex from OKHP3/skillz. It costs 100 tokens per session (2,341 once invoked), scanned A, original, MIT.

A review process for testing whether a document, report, spreadsheet, hypothesis, decision memo, or agent skill is trustworthy and ready to release. It uses independent evidence checks and deliberate challenges to find weaknesses.

In plain words
What is it for?
Use it as a quality gate for reviewing research, operational documents, dashboards, recommendations, hypotheses, or Agent Skills and recording evidence-based resolutions.
Why use it?
It exposes unsupported claims, false agreement, disagreements, and counterexamples before people rely on the artifact. The review produces a traceable decision rather than relying on polish or a majority vote.

Skill for Claude CodeCodex

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

Good fit Use it as a quality gate for reviewing research, operational documents, dashboards, recommendations, hypotheses, or Agent Skills and recording evidence-based resolutions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/okhp3/skillz/okhp3-equilibrium-review
View source ↗ OKHP3/skillz
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.

Any agent
npx skills add OKHP3/skillz --skill okhp3-equilibrium-review
Clone the repo
git clone --depth 1 https://github.com/OKHP3/skillz

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 okhp3-equilibrium-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/okhp3/skillz/okhp3-equilibrium-review/github.svg)](https://agentmods.dev/skills/okhp3/skillz/okhp3-equilibrium-review)
Your own site
<a href="https://agentmods.dev/skills/okhp3/skillz/okhp3-equilibrium-review"><img src="https://agentmods.dev/badge/skills/okhp3/skillz/okhp3-equilibrium-review/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 okhp3-equilibrium-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/okhp3/skillz/okhp3-equilibrium-review"><img src="https://agentmods.dev/badge/skills/okhp3/skillz/okhp3-equilibrium-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 100 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,341 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 $0.00100 $0.02341
Opus 5 $0.00050 $0.01171
Sonnet 5 $0.00020 $0.00468
Haiku 4.5 $0.00010 $0.00234

Measured 12d ago against content hash 24aad5cce75c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

okhp3-equilibrium-review 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 12d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/run_equilibrium_review.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

.agents/skills/okhp3-equilibrium-review/SKILL.md · 245 lines

How it starts

The opening of the file, as written. The whole thing — 245 lines — stays where its author put it; the contents beside it link to each section on GitHub.

okhp3-equilibrium-review

OverKill Hill P³ · overkillhill.com · github.com/OKHP3

The Equilibrium Review skill turns agreement and disagreement into a traceable decision. It evaluates an artifact without assuming that a polished answer, majority vote, or self-review is proof of correctness.


Purpose

Use this skill as a quality gate around an artifact-producing workflow. The artifact may be a paper, research memo, spreadsheet, dashboard, Outlook assessment, hypothesis, decision recommendation, or Agent Skill. The skill's default job is to review and improve the decision record, not silently rewrite the artifact or take consequential action.

The equilibrium metaphor is operational, not a claim that language-model reviewers compute a formal Nash equilibrium. A useful review has provisional harmony when independent reviewers converge for evidence-backed reasons. It has productive disharmony when they identify a material difference. A disruptor is introduced to search for falsifiable counterexamples when harmony may be false. A negotiator resolves disagreement from evidence, not from vote counting.

Scope

In scope Out of scope
Claim, evidence, utility, safety, portability, and reader-usefulness review Inventing evidence or declaring perfection
Conditional five-role multi-agent review Unbounded agent debate or ceremonial dissent
Hypothesis and measurement-design audit Performing a statistical test without appropriate data or expertise
Review records, ledgers, decision gates, and revision plans Autonomous publication, sending messages, or changing source systems
Domain adapters for documents, data, reports, and skills Replacing legal, medical, financial, security, or other specialist authority

Operating contract

Required inputs

Collect these before review:

  1. A frozen artifact or a clearly identified artifact version.
  2. One decision question, such as “Is this thesis ready for publication within its stated scope?”
  3. Acceptance criteria that distinguish correctness, usefulness, safety, and evidence sufficiency.
  4. A claim and evidence ledger, even if the initial version is small.
  5. Known constraints, risks, dependencies, and intended audience.
  6. A development set and, when release claims matter, a protected or external holdout. Do not call a holdout protected if the optimizer has seen it.

Read the full file on GitHub · 245 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. 12d ago First seen · 245 lines · 100 tokens per session scan A 24aad5cce75c

Subscribe to this mod's changes

okhp3-equilibrium-review is a skill published in the GitHub repository OKHP3/skillz (3 stars, last pushed today), licensed MIT. It adds 100 tokens to every session and 2,341 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 2026-08-31.

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