engineer-analyst SKILL.md skillA
engineer-analyst from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rysweet/amplihack-rs/engineer-analyst@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
- rysweet/amplihack-rs
- Path
amplifier-bundle/skills/engineer-analyst/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Apr 5, 2026
- Size
- 39,949 bytes
- Repository stars
- 11
- License
- none declared
Analyzes technical systems and problems through engineering lens using first principles, systems thinking, design methodologies, and optimization frameworks. Provides insights on feasibility, performance, reliability, scalability, and trade-offs. Use when: System design, technical feasibility, optimization, failure analysis, performance issues. Evaluates: Requirements, constraints, trade-offs, efficiency, robustness, maintainability.
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
# Engineer Analyst Skill ## Purpose Analyze technical systems, problems, and designs through the disciplinary lens of engineering, applying established frameworks (systems engineering, design thinking, optimization theory), multiple methodological approaches (first principles analysis, failure mode analysis, design of experiments), and evidence-based practices to understand how systems work, why they fail, and how to design reliable, efficient, and scalable solutions. ## When to Use This Skill - **System Design**: Architect new systems, subsystems, or components with clear requirements - **Technical Feasibility**: Assess whether proposed solutions are technically viable - **Performance Optimization**: Improve speed, efficiency, throughput, or resource utilization - **Failure Analysis**: Diagnose why systems fail and prevent recurrence - **Trade-off Analysis**: Evaluate competing design options with multiple constraints - **Scalability Assessment**: Determine whether systems can grow to meet future demands - **Requirements Engineering**: Clarify, decompose, and validate technical requirements …
Read the whole file at its exact version.
How to install
mdr add rysweet/amplihack-rs/engineer-analyst@sha256:890c2255bf1fa1b2The 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_c4jjoatab7hrls6s)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 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 (39949 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
rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c4jjoatab7hrls6s GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/engineer-analyst GET https://markdownregistry.com/api/v1/blob/890c2255bf1fa1b279befe7a8d9ba438f740d12bab7272a7b44856ff77b44c20
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.
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