Scorecard Review

SkillDocs & knowledge

Review service maturity scorecards and compliance using Harness IDP via MCP. Check production readiness, security, and documentation scores. Use when user says "scorecard", "service maturity", "production readiness", "compliance score", or asks about service health scores.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Scorecard Review skill

What this skill tells your AI

The instructions your AI receives, as published by harness/harness-skills in skills/scorecard-review/SKILL.md and read by ahel’s review.

Review service maturity and compliance scorecards using Harness Internal Developer Portal (IDP) via MCP.

Instructions

Step 1: List Catalog Entities

Call MCP tool: harness_list
Parameters:
  resource_type: "idp_entity"
  org_id: "<organization>"
  project_id: "<project>"

Step 2: Get Entity Details

Call MCP tool: harness_get
Parameters:
  resource_type: "idp_entity"
  resource_id: "<entity_id>"

Step 3: Get Scorecard Scores

Call MCP tool: harness_list
Parameters:
  resource_type: "idp_score"
  org_id: "<organization>"
  project_id: "<project>"

Get specific entity score:

Call MCP tool: harness_get
Parameters:
  resource_type: "idp_score"
  resource_id: "<entity_id>"

Step 4: Check Documentation

Call MCP tool: harness_list
Parameters:
  resource_type: "idp_tech_doc"
  org_id: "<organization>"
  project_id: "<project>"

Step 5: Review Workflows

Call MCP tool: harness_list
Parameters:
  resource_type: "idp_workflow"
  org_id: "<organization>"
  project_id: "<project>"

Common Scorecard Categories

  • Production Readiness - CI/CD, monitoring, alerting, runbooks
  • Security Compliance - Vulnerability scanning, secrets management, access control
  • Documentation - API docs, architecture diagrams, runbooks
  • Operational Excellence - SLOs, incident response, on-call
  • Developer Experience - Build times, test coverage, onboarding

Report Format

## Service Scorecard Report

**Service:** <name>
**Overall Score:** X/100

### Category Scores
| Category | Score | Status |
|----------|-------|--------|
| Production Readiness | 85/100 | Pass |
| Security | 70/100 | Needs Work |
| Documentation | 45/100 | Failing |
| Operations | 90/100 | Pass |

### Failing Checks
1. Missing API documentation
2. No SBOM generation configured
3. Test coverage below 80%

### Improvement Actions
1. Add API docs to /docs endpoint
2. Enable SBOM in CI pipeline
3. Increase test coverage to 80%+

IDP Resource Types

Resource TypeOperationsDescription
idp_entitylist, getCatalog entities
idp_scorelist, getScorecard scores
idp_tech_doclist, getTechnical docs
idp_workflowlist, getIDP workflows

Examples

  • "How is api-gateway doing on scorecards?" - Get idp_score for entity
  • "Which services are failing production readiness?" - List idp_score, filter by failing
  • "Help me improve checkout-service score" - Get score, identify failing checks, suggest fixes
  • "Show all services below 80% compliance" - List and filter idp_score

Performance Notes

  • Analyze all scorecard checks before recommending improvements. Do not skip failing checks.
  • Cross-reference failing checks with the service's actual configuration and documentation.
  • Prioritize recommendations by impact — focus on checks that affect production readiness first.

Troubleshooting

No Scores Available

  • Verify scorecards are configured in IDP settings
  • Check entity is registered in the catalog
  • Ensure data sources (CI/CD, monitoring) are connected

Scores Not Updating

  • Check integration sync status
  • Verify data source connectivity
  • Review scorecard rule configuration

Signals

GitHub stars
106
Forks
18
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
scorecard-review
Source
github.com/harness/harness-skills