orchestrations

orchestrations is a skill for Codex from cyanheads/pubmed-mcp-server. It costs 159 tokens per session (5,638 once invoked), scanned A, a copy of orchestrations, Apache-2.0.

A workflow router that joins two or more development phases, such as setup, testing, maintenance, and release.

In plain words
What is it for?
Use it to build and release servers, maintain and publish them, test and fix them, or apply fixes before release.
Why use it?
It prevents multi-step work from being handled as disconnected tasks. The appropriate workflow is selected from the user's request.

Skill for Codex

Written for Codex: reads ~/.codex or $CODEX_HOME. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions subagents.

Part of the pubmed-mcp-server plugin — 32 skills, 1 MCP server shipped together

Good fit Use it to build and release servers, maintain and publish them, test and fix them, or apply fixes before release.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cyanheads/pubmed-mcp-server/orchestrations
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 cyanheads/pubmed-mcp-server --skill orchestrations
Clone the repo
git clone --depth 1 https://github.com/cyanheads/pubmed-mcp-server

Made for: Codex.

Or install pubmed-mcp-server, the plugin that ships this one along with the rest of its 32 skills, 1 MCP server.

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 orchestrations

README.md
[![agentmods](https://agentmods.dev/badge/skills/cyanheads/pubmed-mcp-server/orchestrations/github.svg)](https://agentmods.dev/skills/cyanheads/pubmed-mcp-server/orchestrations)
Your own site
<a href="https://agentmods.dev/skills/cyanheads/pubmed-mcp-server/orchestrations"><img src="https://agentmods.dev/badge/skills/cyanheads/pubmed-mcp-server/orchestrations/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 orchestrations

Your own site · 80×15
<a href="https://agentmods.dev/skills/cyanheads/pubmed-mcp-server/orchestrations"><img src="https://agentmods.dev/badge/skills/cyanheads/pubmed-mcp-server/orchestrations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 159 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,638 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 100% copy Near-identical to another mod 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 $0.00159 $0.05638
Opus 5 $0.00079 $0.02819
Sonnet 5 $0.00032 $0.01128
Haiku 4.5 $0.00016 $0.00564

Measured today against content hash afbde0ea6131, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

orchestrations 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 today.

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.

Origin

This is a copy

100% identical to orchestrations — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/orchestrations/SKILL.md · 239 lines

How it starts

The opening of the file, as written. The whole thing — 239 lines — stays where its author put it; the contents beside it link to each section on GitHub.

When to Use

Multi-phase work that chains several foundational skills against one or more MCP server projects. Typical triggers:

  • "Build N new servers" / "scaffold and ship X, Y, Z" → workflows/greenfield-build.md
  • "Update and release these servers" / "run maintenance and ship" → workflows/maintenance-release.md
  • "QA / field-test / find-and-fix bugs in these servers" → workflows/field-test-fix.md
  • "Fix these issues and ship" / handoff document with findings to act on → workflows/fix-wrapup-release.md

Single-skill work — running just maintenance, just git-wrapup, just release-and-publish — invokes the foundational skill directly. Use this orchestrations skill when at least two phases need to chain.

Mental Model — Three Tiers

Tier Layer Examples Who reads it
1 Foundational task skills git-wrapup, release-and-publish, maintenance, field-test, setup, design-mcp-server, polish-docs-meta, code-simplifier, add-tool, add-resource, add-service, add-test, etc. Orchestrator AND sub-agents (by direct path reference)
2 Orchestration workflows The four files under workflows/ Orchestrator only
3 Router This SKILL.md Orchestrator only

Workflows in Tier 2 sequence Tier 1 skills with gates and verification. They never duplicate Tier 1 content — they direct to it. A workflow file says "Phase N: agent reads and runs skills/git-wrapup/SKILL.md," not "here's how to wrap up a release."

The orchestrator is the agent driving the workflow — the one reading this SKILL.md. Sub-agents the orchestrator spawns receive prompts pointing at Tier 1 skills directly; they do not receive this skill or the workflow file. That boundary prevents recursive sub-agent spawning.

Pick a Workflow

Identify the workflow from user intent first, then sanity-check against project state if intent is ambiguous.

User intent / state signal Workflow
New scaffold(s) from bunx @cyanheads/mcp-ts-core init, no implementation yet (echo definitions still present, no released changelog) workflows/greenfield-build.md
Existing server(s), bun outdated shows updates, want to land them and ship workflows/maintenance-release.md
Existing server(s), want to find bugs via live testing and fix them, optionally ship workflows/field-test-fix.md
Existing server(s) with known issues (GH issues, handoff document, observed gap), want to fix and ship workflows/fix-wrapup-release.md

Read the full file on GitHub · 239 lines

Files

What ships with it

4 files 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. today Changed · +11 lines afbde0ea6131
  2. 10d ago First seen · 228 lines · 159 tokens per session scan A b6a53442b543

Subscribe to this mod's changes

orchestrations is a skill published in the GitHub repository cyanheads/pubmed-mcp-server (148 stars, last pushed today), licensed Apache-2.0. It adds 159 tokens to every session and 5,638 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to orchestrations, differing in 0 lines, and is treated as a copy.

Related

Other skills, from other repositories

openclaw-task-queue

Persistent task queue MCP server with 5 tools for AI agents. Use when: (1) 'create a task for later' or 'add to queue', (2) 'what tasks are pending' or 'show task list', (3) 'assign this task to agent X', (4) 'mark task as complete' or 'finish this task', (5) 'how many tasks are done' or 'queue statistics'. TaskFlow…

yedanyagamiai-cmd/openclaw-mcp-servers · 117 tokens

rentalot

Comprehensive reference for the Rentalot platform — AI-powered rental agent with 37 MCP tools across 14 domains. Use when working with Rentalot API, MCP server, property management, contacts, showings, messaging, workflows, or any Rentalot integration.

Rentalot-ai/rentalot-mcp · 56 tokens

report-issue-local

File a bug or feature request against this MCP server's own repo. Use for server-specific issues — tool logic, service integrations, config problems, or domain bugs that aren't caused by the framework.

cyanheads/pokeapi-mcp-server · 44 tokens

onplana-project-planner

Turn a goal or a brief into an executable Onplana plan over its MCP server: write a plan.md and attach it to the project, decompose it into tasks and subtasks, set start/due dates and dependencies, assign owners, add test cases as you go, and create tasks for the downstream surfaces a change ripples to. Use this…

Onplana/onplana-mcp-server · 133 tokens

hmem-activate

Switch active project mid-session via loadproject, then fix any misrouted O-entry exchanges. Use when the user says 'aktiviere/lade Projekt X', 'switch to project Y', or whenever you'd otherwise call loadproject mid-session.

Bumblebiber/hmem · 54 tokens

hmem-new-project

Create a new P-entry (project) in hmem via createproject — handles schema, section setup, and O-entry linking. Use when the user asks to add/register/track a new project ('neues Projekt', 'P-Entry erstellen'), or before any writememory with prefix='P'.

Bumblebiber/hmem · 65 tokens