llmops-demo-ts: Skill for Claude Code

.claude/skills/orchestrate/SKILL.md

orchestrate is a skill for Claude Code from yu-iskw/llmops-demo-ts. It costs 53 tokens per session (451 once invoked), scanned A, original, Apache-2.0.

A delegation-planning skill that turns a task or implementation plan into groups of work for multiple agents. It maps dependencies, assigns suitable roles, identifies parallel work, and defines quality checks.

In plain words
What is it for?
Use it after a planning step, or directly from a task description, to prepare a parallel execution plan for a team of coding agents.
Why use it?
It clarifies which tasks can happen at the same time and which must wait, reducing coordination conflicts and duplicated work.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: agent in frontmatter.

This is yu-iskw/llmops-demo-ts's own configuration. It tells Claude Code how to work on llmops-demo-ts 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 llmops-demo-ts configures →

Reuse

Borrowing it

Nothing to install: this file belongs to yu-iskw/llmops-demo-ts. 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/yu-iskw/llmops-demo-ts/main/.claude/skills/orchestrate/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/yu-iskw/llmops-demo-ts

Made for: Claude Code.

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

README.md
[![agentmods](https://agentmods.dev/badge/skills/yu-iskw/llmops-demo-ts/orchestrate/github.svg)](https://agentmods.dev/skills/yu-iskw/llmops-demo-ts/orchestrate)
Your own site
<a href="https://agentmods.dev/skills/yu-iskw/llmops-demo-ts/orchestrate"><img src="https://agentmods.dev/badge/skills/yu-iskw/llmops-demo-ts/orchestrate/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

Your own site · 80×15
<a href="https://agentmods.dev/skills/yu-iskw/llmops-demo-ts/orchestrate"><img src="https://agentmods.dev/badge/skills/yu-iskw/llmops-demo-ts/orchestrate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 451 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 $0.00053 $0.00451
Opus 5 $0.00026 $0.00226
Sonnet 5 $0.00011 $0.00090
Haiku 4.5 $0.00005 $0.00045

Measured 5d ago against content hash 89ad354429bc, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

orchestrate 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 5d 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.

.claude/skills/orchestrate/SKILL.md · 57 lines

What it actually says

Orchestrate

Produce a structured delegation plan for the following:

$ARGUMENTS

Instructions

  1. Read the input: If a task plan is provided, analyze its tasks and dependencies. If only a description is provided, first break down the work, then plan delegation.
  2. Research the codebase: Explore relevant files to understand what agents will need to work with.
  3. Assign agents: Match each task to the best-suited agent based on expertise.
  4. Group for parallelism: Identify which tasks can run in parallel (no shared file edits, no dependencies between them).
  5. Order by dependencies: Tasks that depend on others go in later groups.
  6. Output the delegation plan: Use the structured format below.

Output Format

## Delegation Plan

### Overview
[One sentence summary]

### Parallel Group 1: [Name]
Dependencies: none

| Task | Agent | Description | Files |
|------|-------|-------------|-------|
| 1.1 | [agent-name] | [What to do] | [Which files] |

### Parallel Group 2: [Name]
Dependencies: Group 1

| Task | Agent | Description | Files |
|------|-------|-------------|-------|
| 2.1 | [agent-name] | [What to do] | [Which files] |

### Quality Gates
- [ ] [What must pass]

Rules

  • NEVER execute tasks — only plan the delegation
  • Maximize parallelism by grouping independent tasks
  • Never assign two agents to edit the same file in the same parallel group
  • Always schedule review agents (code-reviewer, qa, security) after implementation agents
  • Be specific about which files each agent should work with
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. 5d ago First seen · 57 lines · 53 tokens per session scan A 89ad354429bc

Subscribe to this mod's changes

orchestrate is a skill published in the GitHub repository yu-iskw/llmops-demo-ts (6 stars, last pushed 8d ago), licensed Apache-2.0. It adds 53 tokens to every session and 451 once invoked, about $0.0003 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 2026-09-04.

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