mit einem Klick
model-currency-checker
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Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
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Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Basierend auf der SOC-Berufsklassifikation
Route complex requests to the right specialist agent or chain of agents. This skill acts as the central brain of an agent swarm — it analyses what the user needs, determines which specialist domain(s) are required, and coordinates parallel or sequential agent execution. Use this skill when a request spans multiple domains (e.g., "research competitors and create a pitch deck"), when you need to decide which specialist should handle an ambiguous request, or when a task requires a multi-step pipeline across different skills. Triggers on: multi-step requests, cross-domain tasks, "coordinate", "plan this out", "I need help with multiple things", or any complex request that touches more than one specialist area. Also triggers when the user seems unsure which tool or approach to use.
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Hybrid DAG execution primitive combining deterministic and agentic nodes with hard iteration caps
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Act as a brand ambassador — create authentic, platform-specific social media content that embodies a brand's identity and connects with audiences. Use this skill whenever the user asks to "create social media content for a brand", "act as a brand ambassador", "write ambassador posts", "promote [brand] on social media", "create influencer-style content", "write authentic brand content", "social media ambassador", or any request involving representing a brand through social content. Also triggers on "ambassador voice", "brand promotion posts", "influencer content", "authentic brand posts", "UGC-style content", or when someone wants social media content that sounds like a real person recommending a brand rather than corporate marketing copy. Even if the user just says "help me promote [brand]" or "I need content for [brand]'s social channels" — use this skill.
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| id | model-currency-checker |
| name | model-currency-checker |
| type | Capability Uplift |
| version | 1.0.0 |
| created | 20/03/2026 |
| modified | 20/03/2026 |
| status | active |
| triggers | ["check model versions","are models up to date","model currency","which models are we using","audit ai models","check ai versions","model audit","update models"] |
| description | > |
| context | fork |
Purpose: Prevent the system from running on stale, deprecated, or unapproved AI models. Model capability compounds — running on outdated models degrades output quality silently.
Use this skill when:
pnpm starter:audit is run| Task Category | Provider | Approved Model ID | Approved Since |
|---|---|---|---|
| Reasoning / orchestration | Anthropic | claude-sonnet-4-6 | 06/03/2026 |
| Complex reasoning | gemini-2.5-pro-preview | 06/03/2026 | |
| Fast image gen / editing | gemini-2.5-flash-image | 06/03/2026 | |
| Image editing with context | Nano Banana | nano-banana-pro | 06/03/2026 |
| High-fidelity branding | imagen-4 | 06/03/2026 | |
| 3D logo renders | imagen-4 | 06/03/2026 |
Review cycle: Model policy must be reviewed every 90 days. Next review due: 06/06/2026
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 filesSearch patterns to find:
gemini- prefiximagen- prefixclaude- prefixgpt- prefix (should not be present — unapproved)ollama references (check version)For each model ID found:
| Classification | Meaning |
|---|---|
CURRENT | Model ID matches approved policy exactly |
OUTDATED | Model ID was previously approved but has been superseded |
UNAPPROVED | Model ID not in approved policy |
REVIEW_NEEDED | Model ID format matches but version cannot be confirmed |
Run pnpm starter:audit to generate reports/model-currency-report.md automatically.
Or manually: grep the codebase and compare against the table above.
For each OUTDATED or UNAPPROVED model:
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.
═══════════════════════════════════════════════════
Before marking model check complete:
reports/model-currency-report.md| Failure | Recovery |
|---|---|
| No model references found | Verify scan covered the right file types and directories |
| Model ID found in env file but not code | Check if env var is actually used |
| Model ID in comment only | Mark as informational, not a live reference |
| Model has been deprecated by provider | Update to approved replacement immediately |
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
Finding: "I think the models are up to date." Reason rejected: No scan performed, no evidence, opinion not evidence.