reliability-engineering SKILL.md skillA
reliability-engineering from peterbamuhigire/chwezi-dev-engine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add peterbamuhigire/chwezi-dev-engine/reliability-engineering@git:20260718.4d4f6c1Pins git:20260718.4d4f6c1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- peterbamuhigire/chwezi-dev-engine
- Path
skills/devops-cloud/reliability-engineering/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260718.4d4f6c1, committed Jul 18, 2026
- First version recorded
- May 19, 2026
- Size
- 9,137 bytes
- Repository stars
- 28
- License
- MIT
Use when designing or reviewing production reliability for APIs, SaaS platforms, background jobs, distributed workflows, mobile backends, or AI-enabled systems. Covers timeout and retry policy, degradation, queue safety, incident readiness, and recovery-aware design.
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
# Reliability Engineering Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, +256 784 464178. <!-- dual-compat-start --> ## Use When - Use when designing or reviewing production reliability for APIs, SaaS platforms, background jobs, distributed workflows, mobile backends, or AI-enabled systems. Covers timeout and retry policy, degradation, queue safety, incident readiness, and recovery-aware design. ## Do Not Use When - The system has no meaningful uptime, recovery, data-loss, dependency, or asynchronous-work risk. - The task is active incident command; use the applicable incident procedure, then apply this skill to remediation and prevention. ## Required Inputs | Input | Required | Why it matters | |---|---|---| | Critical workflows and impact tiers | yes | Focuses protection on costly failures | | Dependency and asynchronous processing map | yes | Exposes timeout, retry, queue, and partial-failure boundaries | | Availability, latency, RPO, and RTO expectations | conditional | Makes reliability decisions measurable | | Current telemetry and incident evidence | conditional | Grounds improvements in observed failure behavior | ## Workflow …
Read the whole file at its exact version.
How to install
mdr add peterbamuhigire/chwezi-dev-engine/reliability-engineering@sha256:cc0802669de102c8The line at the top of this page pins the label git:20260718.4d4f6c1, 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_timflk2pr6palzbm)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 19, 2026 and Jul 18, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260718.4d4f6c1 latest | 2026-07-18 | 4d4f6c1 | 9,137 B | A | view · diff |
| git:20260712.a867952 | 2026-07-12 | a867952 | 9,143 B | A | view · diff |
| git:20260519.0f7f756 | 2026-05-19 | 0f7f756 | 8,657 B | A | view |
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 (9137 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
peterbamuhigire/chwezi-dev-engine · 28 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_timflk2pr6palzbm GET https://markdownregistry.com/api/v1/resolve?ref=peterbamuhigire/chwezi-dev-engine/reliability-engineering GET https://markdownregistry.com/api/v1/blob/cc0802669de102c8cb713b7123be56680fe757a1d2d413cc86f8b91b6476de14
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.
More from peterbamuhigire/chwezi-dev-engine
Every file in peterbamuhigire/chwezi-dev-engine