system-qualities SKILL.md skillA
system-qualities from andreibesleaga/gabbe is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add andreibesleaga/gabbe/system-qualities@git:20261014.de0823cPins git:20261014.de0823c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- andreibesleaga/gabbe
- Path
plugins/gabbe-architecture/skills/system-qualities/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261014.de0823c, committed Oct 14, 2026
- Size
- 1,917 bytes
- Repository stars
- 23
- License
- a license file GitHub does not identify
Define and enforce Quality Attributes (Non-Functional Requirements). Use when: define NFRs, analyze system qualities, set SLAs.
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
# system-qualities ## Goal Elicit, define, and enforce system Quality Attributes (NFRs) such as performance, scalability, reliability, and security metrics. ## Steps 1. **Elicitation**: Parse the `PRD_TEMPLATE.md` to map business goals to technical NFRs. 2. **Definition**: Use the `QUALITY_ATTRIBUTES_TEMPLATE.md` to specify exact Service Level Indicators (SLIs) and Service Level Objectives (SLOs). 3. **Mapping**: Map these NFRs to architectural decisions (e.g., caching for latency, redundancy for availability). 4. **Verification**: Verify that the chosen architecture patterns theoretically support the required SLOs. ## Security & Guardrails ### 1. Skill Security - **Metric Overwriting**: Prevent the agent from lowering defined SLOs (e.g., changing 99.9% to 99%) without human rationale and approval. - **File Integrity**: Ensure the NFR definitions are strictly parsed as markdown tables/lists and do not execute external scripts. ### 2. System Integration Security - **Security as an NFR**: Security and Compliance must always be defined as tier-1 NFRs. The agent cannot deprioritize them below Performance or Feature Velocity. …
Read the whole file at its exact version.
How to install
mdr add andreibesleaga/gabbe/system-qualities@sha256:5be8fe8eec1a3a4dThe line at the top of this page pins the label git:20261014.de0823c, 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_kpdb2n3dqray4pju)
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Versions
The registry has recorded 1 version of this file, committed on Oct 14, 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 (1917 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
andreibesleaga/gabbe · 23 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kpdb2n3dqray4pju GET https://markdownregistry.com/api/v1/resolve?ref=andreibesleaga/gabbe/system-qualities GET https://markdownregistry.com/api/v1/blob/5be8fe8eec1a3a4d8ea014c6d03153e9a9f2a52af78867a79fc6af6cacb7c1b3
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.