qa-resilience SKILL.md skillA
qa-resilience from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/qa-resilience@v1.2Pins v1.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/qa-resilience/SKILL.md- Versions recorded
- 1
- Latest version
- v1.2, committed Oct 5, 2026
- Size
- 11,769 bytes
- Repository stars
- 101
- License
- MIT
Designs and tests distributed-system resilience. Use when adding retries, deadlines, hedging, circuit breakers, overload protection, chaos experiments, or SLO reliability gates.
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
# QA Resilience ## Quick Reference | Symptom | Start With | |--------|------------| | slow or hanging dependency | deadline and timeout budget | | transient dependency failure | bounded retry with jitter and retry budget | | sustained dependency failure | circuit breaker and fallback | | rate-limited dependency | honor `Retry-After`, expose degraded behavior, and test quota paths intentionally | | one bad host in a healthy pool | outlier detection or endpoint ejection | | queue or pool saturation | bulkheads, concurrency limits, load shedding | | static concurrency limit keeps going stale under changing capacity | adaptive concurrency limit with a static backstop; verify the goodput plateau — [load-shedding-backpressure.md](references/load-shedding-backpressure.md#adaptive-concurrency-limits) | | non-critical feature outage | graceful degradation or feature flag fallback | | resilience validation | deterministic fault injection before chaos | ## When to Use This Skill - retries, deadlines, hedging, breakers, bulkheads, and overload protection - degraded-mode UX or API behavior - service-mesh or gateway resilience policy …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/qa-resilience@sha256:730bccd2015abac9The line at the top of this page pins the label v1.2, 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_vokal4kngxyarmrl)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 5, 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 (11769 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
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vokal4kngxyarmrl GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/qa-resilience GET https://markdownregistry.com/api/v1/blob/730bccd2015abac9df01e38729680c4bda2b8ace844dcf6b4bf2619cc89eb2d9
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.