← AdszyCONTENT HISTORY

Update to Adszy

Snapshot Sep 30, 2026 · 22:55 UTC · version 1.0.0

Collection source: not recorded for this historical snapshot.

WHAT CHANGED · RULE-BASED ANALYSIS

First saved snapshot

No earlier snapshot is available to establish a change.

Compare saved observations

Download comparison JSON
Full technical diff · 0 changed fields
Full snapshot data
{
  "name": "wasted-spend-review",
  "description": "Find and explain likely wasted Google Ads spend through Adszy MCP. Use for search-term reviews, negative-keyword candidates, irrelevant-query analysis, zero-conversion spend, or requests to reduce PPC waste.",
  "included_files": [
    {
      "relative_path": "agents/openai.yaml",
      "size_in_bytes": 216
    }
  ],
  "skill_md_contents": "---\nname: wasted-spend-review\ndescription: Find and explain likely wasted Google Ads spend through Adszy MCP. Use for search-term reviews, negative-keyword candidates, irrelevant-query analysis, zero-conversion spend, or requests to reduce PPC waste.\n---\n\n# Wasted Spend Review\n\nBuild a read-only candidate list grounded in search-term and keyword evidence.\n\n## Workflow\n\n1. Resolve the account with `list_ad_accounts` when needed.\n2. Call `get_negative_keyword_candidates` for the requested window.\n3. Use `get_search_terms` to verify the highest-spend terms and `get_keywords` only when keyword context is needed.\n4. Rank candidates by:\n   - clear intent mismatch;\n   - spend with zero conversions;\n   - high engagement with no conversion;\n   - low-spend terms that need human review.\n5. Return term, evidence, why it may be waste, confidence, and recommended review action.\n\n## Guardrails\n\n- Never claim a negative keyword was added or applied.\n- Do not treat every zero-conversion term as irrelevant; consider spend, clicks, window length, conversion lag, and business intent.\n- Keep strict mismatches separate from judgement calls.\n- State the analysis dates and currency.\n- Describe savings as avoidable historical spend, not guaranteed future savings.\n- If the user asks to make changes, explain that Adszy MCP is read-only and provide a review list instead.\n"
}

SHA-256: 3b6d859410ab22b324d5de60e53a322895e221635197923937e5309e84c9821b