hydra-panel

hydra-panel is a skill for Codex from azixxxxx/Hydra. It costs 34 tokens per session (1,041 once invoked), scanned A, original, MIT.

A skill for running a limited multi-model panel on difficult engineering decisions. It gathers independent proposals and allows one bounded critique round before the local agent decides.

In plain words
What is it for?
Comparing implementation or architecture proposals, reviewing contradictions, and making high-risk decisions with independent model input.
Why use it?
It exposes differing assumptions on high-risk or unclear problems without treating agreement between models as proof.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Comparing implementation or architecture proposals, reviewing contradictions, and making high-risk decisions with independent model input.

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Install with agentmods
npx agentmods add skills/azixxxxx/hydra/hydra-panel
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 azixxxxx/Hydra --skill hydra-panel
Clone the repo
git clone --depth 1 https://github.com/azixxxxx/Hydra

Made for: 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 hydra-panel

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/azixxxxx/hydra/hydra-panel"><img src="https://agentmods.dev/badge/skills/azixxxxx/hydra/hydra-panel.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,041 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 $0.00034 $0.01041
Opus 5 $0.00017 $0.00521
Sonnet 5 $0.00007 $0.00208
Haiku 4.5 $0.00003 $0.00104

Measured 8d ago against content hash a71a0b18784a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

hydra-panel 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 8d 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/hydra/skills/hydra-panel/SKILL.md · 69 lines

How it starts

The opening of the file, as written. The whole thing — 69 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Hydra Panel

Principle

Use diversity to expose assumptions, then let Sol verify and decide. Never turn model agreement into proof.

Hard limits

  • Use a maximum three Claude sessions.
  • Use a maximum one Fable session.
  • Use a maximum two debate rounds: one independent proposal round and one critique round.
  • Respect the lower runtime concurrency limit returned by hydra_route.
  • Use only top-level Claude sessions. Do not create nested teams or automatic fallback work.
  • Keep each test or execute session in its own worktree.

Setup

  1. Call hydra_preflight. Stop on any error or ambiguous billing boundary.
  2. Call hydra_budget with {"action":"status"}. Build the context capsule below. Call hydra_route with its exact byte count and independentJudgmentsRequired: true. Use userMode: "maximum" only when the user explicitly requested maximum mode.
  3. Follow the staged plan. Start two members immediately only when the task is parallelizable and independent judgments are the explicit product requirement. A third Fable perspective remains conditional on a named contradiction or missing long-horizon assumption.
  4. Define one output schema for all panel members with proposal, claims, evidence, assumptions, uncertainty, tests, and decisionCriteria. Cap each independent proposal at 8,192 UTF-8 bytes; it cites capsule evidence by reference and contains no copied capsule or transcript.

Round 1: independent proposals

Call hydra_start separately for each member. Route-required immediate panel members use budgetIntent.priority: "quality-floor". A conditional third member uses "opportunistic", valuableWork: true, and distinctInformationGain: true only when a named contradiction or missing assumption makes that statement true. Give every member only:

  • the original objective and constraints;
  • repository root and current Git SHA;
  • its distinct role;
  • access mode and expected output schema.

Do not reveal another member's identity, prompt, proposal, or intermediate event. Collect terminal results with hydra_status and hydra_result. A failed job does not authorize a replacement beyond the session cap.

Read the full file on GitHub · 69 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. 8d ago First seen · 69 lines · 34 tokens per session scan A a71a0b18784a

Subscribe to this mod's changes

hydra-panel is a skill published in the GitHub repository azixxxxx/Hydra (0 stars, last pushed 6d ago), licensed MIT. It adds 34 tokens to every session and 1,041 once invoked, about $0.0002 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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