pn-program-orchestration

pn-program-orchestration is a skill for Cursor from perniemann/pnCore. It costs 64 tokens per session (1,569 once invoked), scanned A, original, MIT.

A coordination guide for breaking a large feature or project into independent vertical slices that can be built in parallel. It covers dependencies, shared contracts, merging, and resuming interrupted work.

In plain words
What is it for?
Use it for multi-part applications, platforms, or migrations with separate frontend, backend, data, or infrastructure work.
Why use it?
It prevents parallel work from becoming uncoordinated and helps decide when multiple work streams are worthwhile.

Skill for Cursor

Written for Cursor: shipped in a Cursor plugin. Also seen: mentions subagents.

Part of the pn-core plugin — 133 skills, 19 commands, 9 agents, 1 MCP server shipped together

Good fit Use it for multi-part applications, platforms, or migrations with separate frontend, backend, data, or infrastructure work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/perniemann/pncore/pn-program-orchestration
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 perniemann/pnCore --skill pn-program-orchestration
Clone the repo
git clone --depth 1 https://github.com/perniemann/pnCore

Made for: Cursor.

Or install pn-core, the plugin that ships this one along with the rest of its 133 skills, 19 commands, 9 agents, 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 pn-program-orchestration

README.md
[![agentmods](https://agentmods.dev/badge/skills/perniemann/pncore/pn-program-orchestration/github.svg)](https://agentmods.dev/skills/perniemann/pncore/pn-program-orchestration)
Your own site
<a href="https://agentmods.dev/skills/perniemann/pncore/pn-program-orchestration"><img src="https://agentmods.dev/badge/skills/perniemann/pncore/pn-program-orchestration/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 pn-program-orchestration

Your own site · 80×15
<a href="https://agentmods.dev/skills/perniemann/pncore/pn-program-orchestration"><img src="https://agentmods.dev/badge/skills/perniemann/pncore/pn-program-orchestration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 64 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,569 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 $0.00064 $0.01569
Opus 5 $0.00032 $0.00785
Sonnet 5 $0.00013 $0.00314
Haiku 4.5 $0.00006 $0.00157

Measured 9d ago against content hash 893487e16bd9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

pn-program-orchestration 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 9d 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.

packages/pn-core-mcp/content/skills/orchestration/pn-program-orchestration/SKILL.md · 121 lines

How it starts

The opening of the file, as written. The whole thing — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Program orchestration

When used as a standalone skill, begin every response with [pn-skill] 🔺

When to use

Use this skill when conducting a feature_program workflow — decomposing a project into ≥2 independent vertical slices, locking contracts, and orchestrating parallel execution. Also consult when deciding whether to route a task to feature_program vs /pn-build.

When to use feature_program vs /pn-build

Use workflow_step("feature_program", 0, {}) when the discovery spec reveals ≥2 independent surface areas that can be built concurrently without one blocking the other. Classic signals:

  • A new full-stack app with a distinct frontend slice, backend/API slice, and infra/data-model slice.
  • A platform where multiple product verticals (auth, billing, notifications) are being built simultaneously.
  • A migration where the new stack runs in parallel with the old one and both have separate work streams.

Route to /pn-build instead when:

  • The feature is a single work stream (one team, sequential tasks, shared files).
  • The total scope is small enough that the orchestration overhead exceeds the parallelism gain.
  • Discovery produces only one meaningful slice — workflow_step will hard-exit and direct you here anyway.
  • The user says "just build it."

Rule of thumb: if you hesitate for more than 30 seconds naming a second independent slice, use /pn-build.

Slice decomposition rules

Vertical slices, not horizontal layers

Each slice should deliver an end-to-end slice of value — a feature or bounded domain, not a layer (not "the frontend layer" of everything). A slice owns its own UI, data, and integration surface.

Good slice boundaries:

  • slice-auth — user identity, sessions, MFA
  • slice-payments — billing, invoicing, webhooks
  • slice-settings — user preferences, notification config

Bad slice boundaries (these are layers, not slices):

  • slice-frontend — all frontend across all features (creates coupling)
  • slice-database — all DB migrations (owned by infra slice instead)

Read the full file on GitHub · 121 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. 9d ago First seen · 121 lines · 64 tokens per session scan A 893487e16bd9

Subscribe to this mod's changes

pn-program-orchestration is a skill published in the GitHub repository perniemann/pnCore (0 stars, last pushed 6d ago), licensed MIT. It adds 64 tokens to every session and 1,569 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 2026-09-03.

Related

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