observability-fundamentals SKILL.md skillA
observability-fundamentals from aniruddhadas1/oniroute_swarmagents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aniruddhadas1/oniroute_swarmagents/observability-fundamentals@git:20260804.bc7d3a4Pins git:20260804.bc7d3a4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aniruddhadas1/oniroute_swarmagents
- Path
skills/official/foundation/observability-fundamentals/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260804.bc7d3a4, committed Aug 4, 2026
- Size
- 3,912 bytes
- Repository stars
- 2
- License
- Apache-2.0
Design evidence that explains system state and behavior. Use when planning or reviewing observability fundamentals; do not use as provider-specific implementation guidance.
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
# Observability Fundamentals ## Purpose Design evidence that explains system state and behavior. ## Problem Statement Without a shared decision model, observability fundamentals is often driven by habit, defaults, or isolated rules. That produces inconsistent boundaries, hidden trade-offs, and weak reviewability. ## When to Use Use this Skill when requirements, architecture, reviews, or change plans require decisions about observability fundamentals. Apply it before implementation choices become expensive to reverse. ## When NOT to Use Do not use it as a substitute for product requirements, authoritative provider documentation, implementation instructions, or accountable Agent decisions. Do not apply every practice mechanically. ## Core Concepts - Scope: define the decision boundary and accountable owner. - Contract: state inputs, outputs, invariants, and failure behavior. - Evidence: use requirements, measurements, risks, and consumer needs. - Evolution: plan compatibility, migration, and rollback. - Assurance: define how correctness and quality will be reviewed. ## Engineering Principles - Start from explicit outcomes and constraints. …
Read the whole file at its exact version.
How to install
mdr add aniruddhadas1/oniroute_swarmagents/observability-fundamentals@sha256:33b1f9c3234c0204The line at the top of this page pins the label git:20260804.bc7d3a4, 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_hvkbry2m2km4y5hj)
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Versions
The registry has recorded 1 version of this file, committed on Aug 4, 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 (3912 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
aniruddhadas1/oniroute_swarmagents · 2 stars · license Apache-2.0 · pushed 2026-09-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hvkbry2m2km4y5hj GET https://markdownregistry.com/api/v1/resolve?ref=aniruddhadas1/oniroute_swarmagents/observability-fundamentals GET https://markdownregistry.com/api/v1/blob/33b1f9c3234c02040d9a8ff6037d7137564e02b38feff5c7a8a6a912f6ab9362
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.