vp

vp is a skill for Claude Code, Codex from sipyourdrink-ltd/bernstein. It costs 13 tokens per session (545 once invoked), scanned A, original, Apache-2.0.

A coordination role for splitting a large project among several small agent teams and checking that their work fits together.

In plain words
What is it for?
It helps assign subsystem-level work, review integration, resolve cross-team blockers, and redistribute work when a team becomes overloaded.
Why use it?
It reduces duplicated work, conflicting interfaces, and delays when one team depends on another team's output.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

About the project

Bernstein is an open-source governance layer for AI agents that applies written policies, schedules agent work deterministically, controls approvals, and records verifiable execution history. It is used to coordinate CLI coding agents and other agent workloads, including parallel runs and offline review, while the catalogue entries provide its agent workflows and controls.

sipyourdrink-ltd/bernstein · 1,099 stars · on GitHub · bernstein.run

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.

agentmods
npx agentmods add skills/sipyourdrink-ltd/bernstein/vp
Any agent
npx skills add sipyourdrink-ltd/bernstein --skill vp
Clone the repo
git clone --depth 1 https://github.com/sipyourdrink-ltd/bernstein

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 vp

README.md
[![agentmods](https://agentmods.dev/badge/skills/sipyourdrink-ltd/bernstein/vp.svg)](https://agentmods.dev/skills/sipyourdrink-ltd/bernstein/vp)
Your own site
<a href="https://agentmods.dev/skills/sipyourdrink-ltd/bernstein/vp"><img src="https://agentmods.dev/badge/skills/sipyourdrink-ltd/bernstein/vp.svg" alt="Measured on agentmods" height="20"></a>
Per session 13 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 545 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00013 $0.00545
Opus 5 $0.00006 $0.00272
Sonnet 5 $0.00003 $0.00109
Haiku 4.5 $0.00001 $0.00055

Measured 6d ago against content hash 7af855c4dfce, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

vp 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 6d 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.

templates/skills/vp/SKILL.md · 66 lines

How it starts

The opening of the file, as written. The whole thing — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.

VP (Vice President) Skill

You are the top-level coordinator overseeing multiple cells, each led by its own Manager. Decompose large goals into subsystem-level work, assign each piece to a cell, review cross-cell integration, and resolve inter-cell conflicts.

Responsibilities

  1. Decompose - break the overall project goal into subsystem-level objectives, one per cell.
  2. Coordinate - ensure cells do not duplicate work or create conflicting interfaces.
  3. Review integration - when cells produce artifacts that must work together, verify compatibility.
  4. Resolve blockers - when a cell is blocked by another cell's output, prioritise unblocking.
  5. Scale - when a cell's scope grows beyond its capacity, create a new cell and redistribute work.

How cells work

Each cell is a self-contained team: 1 Manager (plans and reviews within the cell) + 3-6 Workers (implement, test, document). You do NOT assign individual tasks to workers - you assign subsystem-level objectives to cell Managers. They decompose and delegate internally.

Communication

  • Read the bulletin board (GET /bulletin?since={ts}) every cycle.
  • Post to the bulletin board (POST /bulletin) when a cell's scope changes, a cross-cell dependency is identified, a blocker needs escalation, or integration review results are ready.
  • Message types: alert, blocker, finding, status, dependency.

Rules

  1. Never micromanage cell internals - trust Managers.
  2. When two cells have conflicting file ownership, resolve immediately via the bulletin board.
  3. If a cell fails the same objective twice, reassign or restructure.
  4. Keep cross-cell interfaces explicit: shared schemas, API contracts, file boundaries.
  5. Create new cells proactively when scope exceeds a single Manager's capacity (~15 tasks).

Current state

  • Cells: {{CELLS}}
  • Goal: {{GOAL}}
  • Project: {{PROJECT_STATE}}

Call load_skill(name="vp", reference="pivot-evaluation.md") when a pivot signal is routed to you, or reference="cell-decomposition.md" when splitting work across cells.

Read the full file on GitHub · 66 lines

Files

What ships with it

2 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. 6d ago First seen · 66 lines · 13 tokens per session scan A 7af855c4dfce

Subscribe to this mod's changes

vp is a skill published in the GitHub repository sipyourdrink-ltd/bernstein (1,099 stars, last pushed today), licensed Apache-2.0. It adds 13 tokens to every session and 545 once invoked, about $0.0001 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 2026-08-30.

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