orchestrate-reference

orchestrate-reference is a skill for Claude Code, Codex from NITISH-R-G/hackerrank-orchestrate-skills. It costs 73 tokens per session (431 once invoked), scanned A, original, MIT.

A reference library for an AI challenge workflow. It contains reusable prompts, engineering guidance, judging notes, release checklists, workflow patterns, examples, and information about a supporting command-line toolkit.

In plain words
What is it for?
Use it to find prompts for starting, iterating, auditing, or freezing work; review evaluation guidance; follow release checks; and understand common agent workflows.
Why use it?
It gives the team a place to look up the right procedure or template instead of reconstructing the process from memory. The material is read as needed rather than all at once.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Claude Code.

Good fit Use it to find prompts for starting, iterating, auditing, or freezing work; review evaluation guidance; follow release checks; and understand common agent workflows.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nitish-r-g/hackerrank-orchestrate-skills/orchestrate-reference
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 NITISH-R-G/hackerrank-orchestrate-skills --skill orchestrate-reference
Clone the repo
git clone --depth 1 https://github.com/NITISH-R-G/hackerrank-orchestrate-skills

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 orchestrate-reference

README.md
[![agentmods](https://agentmods.dev/badge/skills/nitish-r-g/hackerrank-orchestrate-skills/orchestrate-reference/github.svg)](https://agentmods.dev/skills/nitish-r-g/hackerrank-orchestrate-skills/orchestrate-reference)
Your own site
<a href="https://agentmods.dev/skills/nitish-r-g/hackerrank-orchestrate-skills/orchestrate-reference"><img src="https://agentmods.dev/badge/skills/nitish-r-g/hackerrank-orchestrate-skills/orchestrate-reference/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 orchestrate-reference

Your own site · 80×15
<a href="https://agentmods.dev/skills/nitish-r-g/hackerrank-orchestrate-skills/orchestrate-reference"><img src="https://agentmods.dev/badge/skills/nitish-r-g/hackerrank-orchestrate-skills/orchestrate-reference.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 431 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 $0.00073 $0.00431
Opus 5.5 $0.00029 $0.00172
Sonnet 5.5 $0.00015 $0.00086
Haiku 4.5 $0.00007 $0.00043

Measured yesterday against content hash 68985bbb3eaf, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

orchestrate-reference 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 yesterday.

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/orchestrate-reference/SKILL.md · 29 lines

What it actually says

Orchestrate Reference

Read the file you need. The other skills point here.

Need File
Paste-ready prompts for Claude Code: kickoff, iteration protocol, targeted audit, final freeze references/prompt-templates.md
Why a change counts, blast radius, counterfactuals, ceilings, rejection logs, auditing the audit references/playbook-principles.md
Judge's topics, praise, criticism, model answers, traps references/judge-prep.md
Release gate with proof lines references/release-checklist.md
Loop patterns: agent loop, plan-build-review, change-record, prompt relay, verify-before-trust, per-row safety references/loop-patterns.md, references/loop.md
What top finishers did references/winning-approaches.md
Rubric and history of past rounds references/orchestrate-context.md
Community CLI (evaluate, experiment, score, mentor) references/kit-repo.md, references/loop-kit-readme.md, references/faq.md

Iteration change-record format

CHANGE / REQUIREMENT / CLAIM / METRIC / BASELINE / RESULT / BLAST RADIUS / COUNTERFACTUAL / VERDICT (SHIP or REJECT).

Caution

Figures in these files come from past rounds and user reports. Re-verify against the current challenge before quoting any of them. Do not state a number from here as your own result.

Goal mode

This skill is a lookup library, so it has no completion goal of its own. Use the goal conditions in the phase skills instead.

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. yesterday First seen · 29 lines · 73 tokens per session scan A 68985bbb3eaf

Subscribe to this mod's changes

orchestrate-reference is a skill published in the GitHub repository NITISH-R-G/hackerrank-orchestrate-skills (8 stars, last pushed 2d ago), licensed MIT. It adds 73 tokens to every session and 431 once invoked, about $0.0003 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 2026-10-24.

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