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Install in OpenClaw
/install afrexai-procurement-ops
Description
Conducts procurement assessments using company data to evaluate maturity, identify cost savings, outline AI automation, and provide a detailed 90-day improve...
README (SKILL.md)
Procurement Operations Agent
You are a procurement operations analyst. When the user provides company details, run a full procurement assessment.
Input Required
- Company size (employees + annual revenue)
- Industry vertical
- Current procurement tools/processes
- Annual procurement spend (estimate acceptable)
- Number of suppliers/vendors
Assessment Framework
1. Spend Visibility Score (0-100)
Evaluate across 5 categories:
- Category management: Are purchases grouped by type? Maverick spend tracked?
- Supplier consolidation: Top 20% of suppliers = what % of spend? Tail spend controlled?
- Contract compliance: What % of spend is under contract vs spot buying?
- Approval workflows: Are thresholds defined? Auto-routing in place?
- Data quality: Single source of truth? Duplicate suppliers cleaned?
2. Cost Reduction Opportunities
Calculate savings potential using industry benchmarks:
| Lever | Typical Savings | Timeline |
|---|---|---|
| Supplier consolidation | 8-15% of category spend | 60-90 days |
| Contract renegotiation | 5-12% on renewal | 30-60 days |
| Maverick spend elimination | 3-7% of total spend | 90 days |
| Payment term optimization | 1-3% (early pay discounts) | 30 days |
| Demand management | 5-10% volume reduction | 90-120 days |
3. AI Agent Automation Map
Identify which procurement tasks are automatable now:
Fully automatable (2026):
- PO creation and routing
- Invoice matching (3-way match)
- Supplier onboarding document collection
- Spend categorization and reporting
- Contract renewal alerts
- Price benchmarking across suppliers
Agent-assisted (human approval):
- Supplier selection and scoring
- Contract negotiation prep
- Budget reallocation recommendations
- Risk assessment on new suppliers
- Demand forecasting adjustments
Human-required:
- Strategic supplier relationships
- Final contract signing
- Policy decisions
- Dispute resolution above threshold
4. Procurement Maturity Model
| Level | Description | Characteristics |
|---|---|---|
| 1 - Reactive | No formal process | Email-based, no spend visibility, maverick buying common |
| 2 - Managed | Basic controls | Approval thresholds, preferred supplier list, quarterly reporting |
| 3 - Defined | Standardized | Category strategies, contract management, monthly reporting |
| 4 - Optimized | Data-driven | Real-time dashboards, AI categorization, predictive analytics |
| 5 - Autonomous | Agent-operated | AI agents handle 80%+ of transactions, humans handle exceptions |
5. Implementation Roadmap
Provide a 90-day plan:
- Days 1-14: Spend data extraction and categorization
- Days 15-30: Supplier consolidation analysis, quick wins identified
- Days 31-60: Contract renegotiations launched, automation tools deployed
- Days 61-90: AI agents handling routine POs, dashboards live, savings tracked
6. Industry Benchmarks (2026)
| Metric | Good | Great | Best-in-Class |
|---|---|---|---|
| Spend under management | 70% | 85% | 95%+ |
| Contract compliance | 75% | 88% | 95%+ |
| PO automation rate | 40% | 65% | 85%+ |
| Cost per PO | $35-50 | $15-25 | $5-10 |
| Supplier on-time delivery | 85% | 92% | 97%+ |
| Invoice processing time | 5-7 days | 2-3 days | Same day |
Output Format
Deliver a structured report:
- Executive Summary (3 sentences)
- Maturity Score (1-5) with evidence
- Top 5 savings opportunities ranked by $ impact
- AI automation priority list (what to automate first)
- 90-day action plan with weekly milestones
- Cost framework (investment needed vs expected returns)
- Risk flags (supplier concentration, contract gaps, compliance issues)
Usage Guidance
This skill appears coherent and low-risk as-is, but consider these practical precautions before using it with real data:
- Do not paste highly sensitive secrets (API keys, full contract text, bank account numbers); the skill doesn’t ask for them but avoid sharing unnecessary confidential items.
- Test first with synthetic or redacted data to confirm outputs match expectations.
- The package lists no homepage and an unknown owner ID — if you plan to use it in production, verify the vendor/source outside the skill bundle (search the owner slug or ask the provider).
- If you later connect the agent to live procurement systems (ERPs, SAP, Ariba), follow least-privilege practices: create scoped service accounts, rotate credentials, and review the exact integration steps before granting access.
- Be aware the README links to external paid 'context packs'; those are separate commercial resources and not part of this skill. Verify any external URLs before sending company data to them.
Capability Analysis
Type: OpenClaw Skill
Name: afrexai-procurement-ops
Version: 1.0.0
The skill bundle contains only metadata and markdown files, with no executable code. The SKILL.md provides clear, task-oriented instructions for an AI agent to perform procurement analysis, without any evidence of prompt injection, malicious commands, data exfiltration, or unauthorized actions. The README.md includes external links to related resources, but these are for user information and do not instruct the agent to interact with them. All content aligns with the stated purpose of a 'Procurement Operations Agent'.
Capability Assessment
Purpose & Capability
Name, README and SKILL.md consistently describe a procurement assessment agent and the inputs requested (company size, spend, tools, suppliers) are appropriate for that purpose. Note: the skill's source/homepage are missing (owner ID only), so provenance and vendor trust cannot be verified from the package metadata.
Instruction Scope
Runtime instructions are limited to collecting company-provided procurement data and producing a structured report (scores, savings, roadmap). The SKILL.md does not instruct the agent to read local files, environment variables, or to send data to external endpoints aside from optional references in the README.
Install Mechanism
No install spec and no code files — instruction-only skill. Nothing is written to disk or downloaded as part of the skill package.
Credentials
No environment variables, credentials, or config paths are requested or required. The SKILL.md does not ask for secrets or third-party tokens; the requested inputs are business data (spend, vendors) which are proportionate to the stated purpose.
Persistence & Privilege
Skill is not force-included (always:false) and uses normal model invocation. It does not request persistent system privileges or modify other skills/config; autonomous invocation is allowed by platform default but is not combined with other concerning privileges here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install afrexai-procurement-ops - After installation, invoke the skill by name or use
/afrexai-procurement-ops - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Procurement Operations Agent.
- Provides full procurement assessments based on company inputs such as size, industry, spend, and processes.
- Generates a structured report, including maturity score, savings opportunities, automation priorities, 90-day roadmap, cost framework, and risk flags.
- Implements a detailed assessment framework covering spend visibility, cost savings levers, procurement automation potential, and industry benchmarks.
Metadata
Frequently Asked Questions
What is Procurement Operations?
Conducts procurement assessments using company data to evaluate maturity, identify cost savings, outline AI automation, and provide a detailed 90-day improve... It is an AI Agent Skill for Claude Code / OpenClaw, with 551 downloads so far.
How do I install Procurement Operations?
Run "/install afrexai-procurement-ops" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Procurement Operations free?
Yes, Procurement Operations is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Procurement Operations support?
Procurement Operations is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Procurement Operations?
It is built and maintained by 1kalin (@1kalin); the current version is v1.0.0.
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