auto-aspice-assessment

Name: Auto-Aspice-Assessment
Author: Dryade

Tier: Enterprise | Type: Agent | Category: Compliance | Version: 1.0.0

AI-powered Automotive SPICE (ASPICE) assessment preparation assistant. Maps project artifacts to ASPICE work products, identifies evidence gaps, and generates readiness reports for OEM-mandated supplier qualification audits.

1. Overview

Plugin Name: auto-aspice-assessment Slug: auto-aspice-assessment Required Tier: Enterprise Plugin Type: Agent (orchestrator-integrated tools) Category: Compliance Author: Dryade License: DSUL

What It Does

Assists quality managers with ASPICE assessment preparation by mapping project artifacts (Jira tickets, Git commits, test reports, review records) to ASPICE work product requirements. Identifies evidence gaps per process area, suggests remediation actions, and generates assessment readiness reports showing preparedness for Level 1-3 assessments.

Key Capabilities

ASPICE PAM reference with 10 key processes (MAN.3, SWE.1-6, SYS.2, SUP.8, SUP.10)
Evidence mapping from project artifacts to work products
Gap analysis with remediation recommendations
Assessment readiness scoring per process area
Structured preparation reports for management review

2. User Stories

Primary User Stories

US-1: Assess Process Area Evidence

As a quality manager, I want to assess evidence completeness for specific ASPICE processes so that I can focus remediation efforts on the weakest areas.

Acceptance Criteria:

[ ] Evidence coverage score calculated per process area
[ ] Gaps clearly identified with missing work products
[ ] Remediation suggestions provided for each gap

US-2: Generate Readiness Report

As a process engineer, I want to generate an overall readiness report so that I can communicate assessment preparedness to management.

Acceptance Criteria:

[ ] Overall readiness percentage across all process areas
[ ] READY/NOT READY verdict with justification
[ ] Per-process breakdown with coverage scores

Edge Cases

No artifacts provided: Uses mock artifact inventory for demonstration
Unknown process ID: Returns error with guidance

3. Architecture

Component Diagram

+------------------+     +------------------+     +------------------+
|   Plugin Router  | --> |  Assessment      | --> |  Data Provider   |
| /auto-aspice-    |     |  Engine          |     |  (mock / real)   |
|  assessment/*    |     |  Evidence Mapper |     +------------------+
+------------------+     +------------------+            |
                               |                   +-----v------+
                         +-----v------+            | Demo Data  |
                         | ASPICE PAM |            | data/*.json|
                         +------------+            +------------+

Dependencies

Internal: core.plugins.EnterprisePluginProtocol, core.plugin_config_store.PluginConfigStore
External: None
Plugin: None

4. API Spec / Agent Capabilities

REST Endpoints

| Method | Path | Description | Auth | |--------|------|-------------|------| | GET | /auto-aspice-assessment/health | Health check | No | | GET | /auto-aspice-assessment/processes | List ASPICE processes | Yes | | POST | /auto-aspice-assessment/assess | Assess single process | Yes | | POST | /auto-aspice-assessment/gap-analysis | Full gap analysis | Yes | | POST | /auto-aspice-assessment/readiness-report | Readiness report | Yes |

5. Data Flow

Processing Pipeline

User provides project artifacts inventory (or uses mock data)
Plugin loads ASPICE PAM reference with work product requirements
Artifact-to-work-product matching via keyword and type matching
Coverage scores calculated per process area
Gaps identified and remediation suggestions generated

Demo Data Description

aspice-pam.json: 10 key ASPICE processes with work products and keywords
sample-artifacts.json: 25 sample project artifacts from an ACC project
assessment-scenarios.json: 3 assessment scenarios (L1 ready, L2 gaps, L3 aspirational)
evidence-mapping-template.json: Mapping of typical tools to ASPICE work products
capability-levels.json: ASPICE capability level descriptions and rating scale

6. Security Considerations

PII: No -- processes project management artifacts only
External APIs: None -- fully self-contained
No data persistence beyond plugin config

7. Test Plan

Test Classes

| Class | Tests | Coverage | |-------|-------|----------| | TestPluginAttributes | 7 | Manifest fields | | TestMarketplace | 3 | Marketplace metadata | | TestASPICEData | 4 | PAM reference data | | TestDemoData | 6 | All data files | | TestPluginModule | 2 | Module structure |

Running Tests

cd dryade-plugins
python -m pytest enterprise/auto-aspice-assessment/tests/ -x -v --tb=short

8. Deployment Notes

No additional Python packages required. Default config: {"data_source": "mock"}.

Min Dryade Version: 1.0.0
Python: >=3.11

9. User Guide

Getting Started

Ensure your Dryade instance has an Enterprise tier license
Install via marketplace or dryade-pm push
Ask the orchestrator about ASPICE assessment preparation

Common Workflows

Workflow 1: Quick Gap Analysis

Upload or describe your project artifact inventory
Plugin maps artifacts to ASPICE work products
Review gaps and prioritize remediation

Workflow 2: Full Readiness Report

Provide project name and artifact inventory
Plugin generates comprehensive readiness report
Share report with management for assessment scheduling decision

10. Screenshots

Plugin operates via API/chat interface. No dedicated UI.

11. Changelog

1.0.0 (2026-03-05)

Initial release
10 ASPICE process areas with evidence mapping
Gap analysis with remediation suggestions
Readiness reporting with READY/NOT READY verdict
25 sample project artifacts for demonstration

Future Roadmap

[ ] Integration with Jira/GitLab for automatic artifact discovery
[ ] Historical assessment tracking across projects
[ ] Level 3 organizational standard process templates

Auto-Aspice-Assessment

Description

Screenshots

Details