Across all five categories assessed (Requirements, Architecture, Design, Development, Operations — 65 patterns total), here are the ones that passed 4 or fewer of the 11 Core Quality Principles:
| Pattern |
Passes |
Key issue |
| use-energy-efficient-hardware |
3 |
Vendor marketing dressed as a pattern (links to a 2022 Ampere blog post, title borrows Ampere's own jargon); duplicates its own sibling evaluate-other-cpu-architectures. Recommend merging in, not fixing standalone. |
| optimize-impact-on-customer-equipment |
4 |
Filed as Requirements but its Solution reads like a developer task list ("implement backwards-compatible code") — exactly the anti-pattern the skill's own guidance names. Needs reframing from the scoping angle, not a line-edit. |
| evaluate-using-a-service-mesh |
4 |
Assumption ("no compliance requirements") is near-verbatim the skill's own textbook bad example. Same author (yelghali) repeats this exact template in evaluate-whether-to-use-TLS-termination — worth flagging to that contributor specifically. |
| reduce-network-traversal-between-VMs |
4 |
Solution is one sentence + three bare vendor URLs standing in for actual guidance; no References section. Its one Consideration (multi-AZ vs. efficiency trade-off) is genuinely good and worth keeping. |
| energy-efficent-framework |
4 |
Literal stub: Assumptions and Considerations both read "None." Needs a near-total rewrite. |
| energy-efficent-models |
4 |
Same "None/None" stub problem, plus names dated 2020-era models (DistilBERT, GPT-J) instead of durable technique categories. Very likely superseded by right-sized-energy-efficient-ai-models (9/11) — recommend merging into that instead of revising. |
| minify-web-assets |
4 |
Third "None/None" stub. Doesn't note that most modern build tools (Vite, webpack, Next.js) already minify by default — a real gap given how dated that omission makes it feel. Overlaps with remove-unused-css. |
Common thread: all seven are missing Cost Impact; five of seven fail on testable Assumptions (vague hedge, tautology, or literal "None").
Six of the seven are in Architecture — that category's technology-selection folder in particular (3 of its 5 patterns land here) is the weakest spot found across the whole review. Operations and Design had none at this threshold, despite Operations carrying the worst duplication problem — its individual patterns were generally thin/incomplete rather than fundamentally broken on this many fronts at once.
Common thread across all seven: every one of them fails Principle 5 (Complete Required Sections) and Principle 10 (Trade-off Visibility) — all seven are missing Cost Impact — plus most also fail Principle 8 (Testable Assumptions). Two of them (energy-efficent-framework, energy-efficent-models) are the literal "None"/"None" stub patterns flagged earlier. use-energy-efficient-hardware is the single weakest pattern found in this entire five-category review.
Across all five categories assessed (Requirements, Architecture, Design, Development, Operations — 65 patterns total), here are the ones that passed 4 or fewer of the 11 Core Quality Principles:
yelghali) repeats this exact template in evaluate-whether-to-use-TLS-termination — worth flagging to that contributor specifically.Common thread: all seven are missing Cost Impact; five of seven fail on testable Assumptions (vague hedge, tautology, or literal "None").
Six of the seven are in Architecture — that category's
technology-selectionfolder in particular (3 of its 5 patterns land here) is the weakest spot found across the whole review. Operations and Design had none at this threshold, despite Operations carrying the worst duplication problem — its individual patterns were generally thin/incomplete rather than fundamentally broken on this many fronts at once.Common thread across all seven: every one of them fails Principle 5 (Complete Required Sections) and Principle 10 (Trade-off Visibility) — all seven are missing Cost Impact — plus most also fail Principle 8 (Testable Assumptions). Two of them (
energy-efficent-framework,energy-efficent-models) are the literal "None"/"None" stub patterns flagged earlier.use-energy-efficient-hardwareis the single weakest pattern found in this entire five-category review.