Content
75%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A lean, well-sequenced strategy skill: concrete tool calls, exact hashing and consent-parameter specifications, and explicit verification steps give Claude actionable guidance throughout. The main gaps are the absence of explicit error-recovery loops, a couple of directional hand-off steps, and no reference files for platform-specific implementation detail.
Suggestions
Add explicit validate-fix-recheck loops for the key setups, e.g., after Enhanced Conversions: check test-event status, and if hashed identifiers are rejected, re-verify normalization (lowercase, trim, E.164) before retrying.
Move or expand platform-specific implementation detail (Meta CAPI event payloads, CMP consent-state code, sGTM container setup) into reference files to tighten the main body below the simple-skill threshold.
Replace directional hand-offs like "hand off its construction to the platform UI" with the concrete fields and identifier requirements the account owner should specify, so the guidance stays executable end to end.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense with skill-specific facts (match-rate ranges, recovery percentages, hashing normalization rules, the four consent parameters) with almost no padding, but it explains some concepts Claude already knows ("Client-only tags lose data to ad blockers and 7-day browser cookie caps") and includes the time-sensitive date "Required for EEA traffic since March 2024" outside any deprecated section, fitting anchor 4 rather than 5. | 4 / 5 |
Actionability | Guidance is concretely executable in its environment — named tool calls (`ga4_get_conversions`, `list_audiences`, `get_pixel_health`), exact hashing rules ("SHA-256 hashed email/phone/address... lowercase, trim, E.164 phone format"), dedup via a "shared `event_id`" — but some steps remain directional ("Define a seed from the best customers and hand off its construction to the platform UI") with no code examples, matching anchor 4. | 4 / 5 |
Workflow Clarity | Seven numbered steps in sensible dependency order (audit → capture → consent → activation) with distributed verification checkpoints ("verify with a test event", "Verify consent signals in Google Ads diagnostics and GA4 admin after deploying", and the end-to-end checks in step 7). It falls short of anchor 5 because error recovery is heuristic ("fix the data before blaming the platform") rather than explicit validate-fix-recheck loops. | 4 / 5 |
Progressive Disclosure | No bundle files exist, and the single SKILL.md is well organized into seven numbered sections plus a Rules section with nothing buried. It misses anchor 5 because the ~57-line body slightly exceeds the under-50-line simple-skill exception and platform-specific implementation detail (e.g., CAPI event payloads, CMP setup) could reasonably live in reference files. | 4 / 5 |
Total | 16 / 20 Passed |