What is supplier-qbr-skill?

A review guide for supplier quarterly business reviews (QBRs), which are regular meetings about a vendor’s performance and value. It organizes contract duties, service results, problems, spending, risks, and next steps.

Preparing quarterly or monthly supplier reviews, contract-governance meetings, escalation briefings, renewal reviews, and supplier action tracking.

It turns scattered supplier reports and feedback into a focused discussion tied to the contract. This helps teams spot trends, prepare questions, and follow up on agreed actions.

supplier-qbr-skill — Skill by arunbalajiraju-proc

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 arunbalajiraju-proc/procurement-ai-assistant --skill supplier-qbr-skill

Clone the repo

git clone --depth 1 https://github.com/arunbalajiraju-proc/procurement-ai-assistant

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/arunbalajiraju-proc/procurement-ai-assistant/supplier-qbr-skill/github.svg)](https://agentmods.dev/skills/arunbalajiraju-proc/procurement-ai-assistant/supplier-qbr-skill)

Your own site

<a href="https://agentmods.dev/skills/arunbalajiraju-proc/procurement-ai-assistant/supplier-qbr-skill"><img src="https://agentmods.dev/badge/skills/arunbalajiraju-proc/procurement-ai-assistant/supplier-qbr-skill/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/arunbalajiraju-proc/procurement-ai-assistant/supplier-qbr-skill"><img src="https://agentmods.dev/badge/skills/arunbalajiraju-proc/procurement-ai-assistant/supplier-qbr-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,397 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.

Model	Per session	Once invoked
Fable 5.1	$0.00036	$0.01397
Opus 5.5	$0.00014	$0.00559
Sonnet 5.5	$0.00007	$0.00279
Haiku 4.5	$0.00004	$0.00140

Measured 2mo ago against content hash 045ec3effb30, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

supplier-qbr-skill 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 2mo 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.

agent-skills/supplier-qbr-skill/SKILL.md · 238 lines

How it starts

The opening of the file, as written. The whole thing — 238 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill Name

Supplier QBR and Performance Review Skill

Purpose

This skill helps AI prepare a supplier quarterly business review or periodic performance review from contract obligations, SLA/KPI data, issues, actions, spend, changes, risks, stakeholder feedback, and renewal information.

It converts scattered reporting into a focused supplier-management discussion.

Composability

This skill is standalone. If other Procurement AI Assistant skills are installed, the AI may combine relevant skills for a multi-step procurement request. Do not assume another skill is available; preserve this skill's own guardrails and human review points.

Core Principle

A QBR should manage performance and value, not merely present updates.

The workflow is:

Collect -> Validate -> Compare to Contract -> Identify Trends -> Prioritize Issues -> Prepare Questions -> Agree Actions -> Track

When to Use

Use this skill for:

Supplier QBR preparation
Monthly or quarterly performance reviews
Contract governance meetings
SLA and KPI trend analysis
Escalation preparation
Renewal-readiness review
Corrective action follow-up
Supplier action tracking
Executive supplier briefings

Do Not Use This Skill For

Do not use it to:

Accept supplier-reported data without validation
Change performance records
Approve service credits or remedies
Make renewal or termination decisions
Treat every missed target as equally material
Replace the contract owner, business owner, or vendor manager

Required Inputs

Contract and SOW
SLA/KPI reports
Issue and escalation logs
Previous QBR minutes
Open actions
Corrective action plans
Invoices and spend
Change requests
Service credits
Stakeholder feedback
Risk assessments
Contract and renewal dates
Supplier improvement commitments

Workflow

Step 1: Establish Review Period and Objectives

Identify:

Period covered
Supplier and services
Audience
Business criticality
Current concerns
Renewal horizon
Decisions needed

Read the full file on GitHub · 238 lines

Files

What ships with it

1 file 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.

LICENSE.txt 1.0 KB

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.

2mo ago First seen · 238 lines · 36 tokens per session scan A 045ec3effb30

Subscribe to this mod's changes

supplier-qbr-skill is a skill published in the GitHub repository arunbalajiraju-proc/procurement-ai-assistant (18 stars, last pushed 3mo ago), licensed MIT. It adds 36 tokens to every session and 1,397 once invoked, about $0.0001 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 2026-08-30.

Analytics and metrics agent-skills contract-management digital-procurement generative-ai procurement procurement-ai

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