fix-slow-queries

by paperclipai/paperclip · Coding & Development

Diagnoses and fixes slow PostgreSQL queries by reproducing baselines locally, proving performance and correctness improvements, and delivering a reviewable PR with passing checks.

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Trustsecurity · quality · license · upkeep

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LicenseMITserved via MCP

What it does

Diagnose and fix slow Paperclip PostgreSQL queries using Cloud and Neon evidence, local reproduction, performance and result comparisons, regression tests, and a PR with passing checks. Use for costly queries, repeated database work, or slow requests with a suspected database cause.

#database#postgresql#performance#query-optimization#testing#pull-requests

Quality judgment

completeness

8.5/10

clarity

8.0/10

trigger quality

7.0/10

examples

5.5/10

structure

9.0/10

overall

8.0/10

An exceptionally thorough, well-structured workflow with clear finish lines, evidence standards, falsifiability requirements, and honest-reporting rules. Concrete SQL examples are absent, but the change/regression tables and referenced sub-documents provide strong practical guidance.

Files (5)

agents/openai.yaml · 0.1 KBLICENSE · 1.0 KBreferences/cloud-discovery.md · 6.7 KBreferences/local-proof.md · 10.5 KBSKILL.md · 11.1 KB