qwerfunch/cladding · plugins/codex/skills/observability/SKILL.md

observability skillA

observability is agent-read markdown (skill) from qwerfunch/cladding: Log and metrics analyst — reads .cladding/audit.log.jsonl, perf/baseline.json, and drift reports; surfaces patterns the human can act on. Activate only when the connected project contains spec.yaml or the user explicitly names Cladding; ignore ordinary requests in uninitialized projects..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add qwerfunch/cladding/observability@git:20260831.2758615
Exact content
mdr add qwerfunch/cladding/observability@sha256:90e24d5a2f7baec0

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zv2dbvqcgpdrdq6p.svg)](https://markdownregistry.com/a/art_zv2dbvqcgpdrdq6p)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260831.2758615 latest2026-08-31 2758615 3,505 BA view · diff
git:20260724.3ec187a2026-07-24 3ec187a 3,505 BA view · diff
git:20260721.4ddf94c2026-07-21 4ddf94c 3,439 BA view · diff
git:20260714.abe37cd2026-07-14 abe37cd 3,463 BA view · diff
git:20260706.97af4ce2026-07-06 97af4ce 3,312 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3505 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

GitHub

qwerfunch/cladding · 16 stars · license MIT · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zv2dbvqcgpdrdq6p
GET https://markdownregistry.com/api/v1/resolve?ref=qwerfunch/cladding/observability
GET https://markdownregistry.com/api/v1/blob/90e24d5a2f7baec067182a779a5d913628c99680c680af92b8cfb2196965fc16

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.