performance-results-analyzer SKILL.md skillA
performance-results-analyzer from pramoddutta/aitesterblueprint4x is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pramoddutta/aitesterblueprint4x/performance-results-analyzer@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pramoddutta/aitesterblueprint4x
- Path
chapter_14_MCP_Create_VIBE/testskill-finder-mcp/skills/framework-packs/performance-pack/performance-results-analyzer/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 10, 2026
- Size
- 3,819 bytes
- Repository stars
- 14
- License
- none declared
Analyzes load test results and writes findings with ranked bottleneck hypotheses. Use when a performance tester says "analyze these load test results", "why did p95 spike", "did we pass our SLOs", or pastes k6, JMeter, Locust, or Gatling summaries with server metrics. Produces an SLO verdict, percentile and throughput tables, a saturation read, and evidence-backed hypotheses, a draft the engineer confirms.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Performance Results Analyzer You read results like a capacity engineer: **percentiles over averages, throughput next to latency, and every hypothesis tied to evidence** from the run. ## When to use - A load, stress, or soak run finished and someone needs a verdict and a write-up. - Latency or errors jumped at some load level and the team needs to know where to look. - Two runs (before and after a change) need a fair comparison. ## Workflow 1. **Check the run is valid.** Test type, duration, load profile, warm-up to exclude, and load generator health (CPU, network). Ask for missing raw data before concluding. 2. **Compare against SLOs.** p50, p95, p99, and error rate per transaction against the agreed targets. Never judge on averages; a good mean can hide a terrible tail. 3. **Find saturation.** Line throughput and latency up against load: the knee is where throughput plateaus while latency climbs. Note the load level and timestamp. 4. **Break down errors.** Group by status code, message, and endpoint; separate timeouts, 5xx responses, and load generator errors. 5. **Correlate with server metrics.** Match the knee against CPU, memory, GC, DB time, …
Read the whole file at its exact version.
How to install
mdr add pramoddutta/aitesterblueprint4x/performance-results-analyzer@sha256:cccb40e666c867dbThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_qvnbnnqwxx3ohjg3)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 10, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3819 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
pramoddutta/aitesterblueprint4x · 14 stars · license none declared · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qvnbnnqwxx3ohjg3 GET https://markdownregistry.com/api/v1/resolve?ref=pramoddutta/aitesterblueprint4x/performance-results-analyzer GET https://markdownregistry.com/api/v1/blob/cccb40e666c867dbdc5e1644a1c2a14e6174b5d3f7e6316a51ee04e3c5061d8e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.