Execute this skill enables AI assistant to detect and resolve performance bottlenecks in applications. it analyzes cpu, memory, i/o, and database performance to identify areas of concern. use this skill when you need to diagnose slow application performance, op...
SkillScore95Maintained
Automatic
◆Coding pack
Last verified 8/14/2026
What it changes
Passed 21 of 22 test cases with the skill, and 20 of 22 without it.
Without skill91%
With skill95%
Checks it passed that the model alone missed
Identifies high network transmission time caused by uncompressed HTTP responses.
Recommends enabling HTTP response compression such as Gzip or Brotli on the server.
1 fixed20 passed either way1 still failing0 broke
Pass-rate lift
+5 pp
Tokens
+41%
Agent turns
0%
Response time
+14%
Model gemini-3.6-flashMeasured 8/14/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
An API serving large JSON payloads (15MB per request) to mobile clients suffers high network latency over cellular connections, consuming excessive bandwidth. The team proposes migrating from REST to GraphQL without modifying payload compression. What network I/O optimization should be applied?
What was checked, without and with the skill
Checked
Without skill
With skill
Identifies high network transmission time caused by uncompressed HTTP responses.
Missed
Passed
Recommends enabling HTTP response compression such as Gzip or Brotli on the server.
Missed
Passed
case-17 · gemini-3.6-flash · 8/14/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md78 lines8 filesincludes scripts
Bottleneck Detector
Detect and diagnose performance bottlenecks across CPU, memory, I/O, database, and lock contention layers with targeted remediation strategies.
Overview
This skill empowers Claude to identify and address performance bottlenecks across different layers of an application. By pinpointing performance issues in CPU, memory, I/O, and database operations, it assists in optimizing resource utilization and improving overall application speed and responsiveness.
How It Works
Architecture Analysis: Claude analyzes the application's architecture and data flow to understand potential bottlenecks.
Bottleneck Identification: The plugin identifies bottlenecks across CPU, memory, I/O, database, lock contention, and resource exhaustion.
Remediation Suggestions: Claude provides remediation strategies with code examples to resolve the identified bottlenecks.
Audit a target's TLS certificate beyond protocol/expiry — chain ordering,
OCSP stapling, revocation status, Certificate Transparency presence,
key-usage flags, and over-broad wildcards.
Use when: TLS handshake already passes (skill #1 analyzing-tls-config
cleared) but you suspect the cert posture is fragile. Auditors flag this
during SOC2 readiness when a renewal slipped or an intermediate was
rotated.
Threshold: missing OCSP stapling on production, fewer than 2 SCTs in
the cert, intermediate se