Model Currency Checker

Model Currency Checker Skill

Purpose: Prevent the system from running on stale, deprecated, or unapproved AI models.

Model capability compounds — running on outdated models degrades output quality silently.

When to Use

Use this skill when:

• Preparing a production deployment (check all model IDs before shipping)
• After an AI provider announces a model update or deprecation
• When output quality seems degraded (may indicate a deprecated model)
• When auditing the codebase for technical debt
• When pnpm starter:audit is run

Approved Model Policy

Review cycle: Model policy must be reviewed every 90 days. Next review due: 06/06/2026

Procedure

Step 1: Scan codebase for model references

Search these file types for model ID strings:

• *.ts, *.js — TypeScript/JavaScript source
• *.py — Python source
• *.json — Config files (model IDs in env or config)
• *.yaml, *.yml — CI/CD configs, docker compose
• *.env, *.env.example — Environment files

Search patterns to find:

• gemini- prefix
• imagen- prefix
• claude- prefix
• gpt- prefix (should not be present — unapproved)
• ollama references (check version)

Step 2: Classify each finding

For each model ID found:

Step 3: Generate report

Run pnpm starter:audit to generate reports/model-currency-report.md automatically.

Or manually: grep the codebase and compare against the table above.

Step 4: Remediate

For each OUTDATED or UNAPPROVED model:

1. Find the config file or code that references it 2. Update to the approved model ID 3. Test that the integration still works (prompt compatibility check) 4. Commit the change

Output Format

MODEL CURRENCY REPORT
═══════════════════════════════════════════════════
Date: [DD/MM/YYYY]
Codebase: [root path]

APPROVED POLICY
─────────────────
[table of approved models]

FINDINGS
─────────────────
CURRENT:    [file:line] — [model-id] — [category]
OUTDATED:   [file:line] — [model-id] — Replace with: [approved-id]
UNAPPROVED: [file:line] — [model-id] — Not in approved policy

SUMMARY
─────────────────
Current:    [N]
Outdated:   [N]
Unapproved: [N]

ACTION REQUIRED: Update [N] model reference(s) before shipping.
═══════════════════════════════════════════════════

Validation Gates

Before marking model check complete:

• [ ] All file types scanned (not just .ts)
• [ ] Env files checked (model IDs often set there)
• [ ] CI/CD configs checked (model IDs in workflow env vars)
• [ ] Report saved to reports/model-currency-report.md

Failure Modes

Eval Examples

Good Example

Finding: apps/backend/src/models/anthropic.py:14 — claude-2 — OUTDATED Action: Replace with claude-sonnet-4-6 Verification: Test prompt round-trip after update

Bad Example (rejected)

Finding: "I think the models are up to date." Reason rejected: No scan performed, no evidence, opinion not evidence.