measure-the-delta-not-the-absolute SKILL.md skillA

measure-the-delta-not-the-absolute from iamakbarsha1/whetstone is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add iamakbarsha1/whetstone/measure-the-delta-not-the-absolute@git:20261019.9af84f1

Pins git:20261019.9af84f1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
iamakbarsha1/whetstone
Path
skills/measure-the-delta-not-the-absolute/SKILL.md
Versions recorded
5
Latest version
git:20261019.9af84f1, committed Oct 19, 2026
First version recorded
Aug 9, 2026
Size
4,888 bytes
Repository stars
4
License
CC-BY-4.0

Use when judging whether your change is clean against a red or noisy baseline — failing tests you didn't touch, pre-existing lint/typecheck errors, flaky CI. Innocence is a claim about a delta, so prove it by stash-and-compare or head-vs-base under an identical harness, never by reading which files appear in the failure list. Triggers on "is this failure mine", "pre-existing failures", "red baseline", "did my change break this", "CI was already failing", "flaky", and before blaming or clearing…

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

# Measure the Delta, Not the Absolute

**Type:** Open-source — client-agnostic methodology, no project-specific detail.

**Created by akbarsha — https://github.com/iamakbarsha1**

Distilled from cases where a red or ambiguous test/lint/typecheck result was
nearly (mis)attributed to the current change when it was pre-existing or
environmental.

**Licence:** Released under CC BY 4.0 — share and adapt for any purpose with
credit. Full text: `LICENSE` at the repository root.

**Feedback & Support:** If a rule here proves wrong or needs sharpening,
open an issue on the repository or contact the author at the profile link
above. If the problem is the agent not following a rule below rather than
the rule itself, that's an execution failure — acknowledge and correct it.

## The core rule

On a red or noisy baseline, "my change is clean" and "this failure is mine"
are both claims about a DELTA, not an absolute. Prove them differentially:
run the same check against the code WITHOUT your change under an identical
harness, and compare. Never infer innocence (or guilt) from which files
happen to appear in a failure list — a failure can reference a file you
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add iamakbarsha1/whetstone/measure-the-delta-not-the-absolute@sha256:c4b65f27f1e473b8

The line at the top of this page pins the label git:20261019.9af84f1, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_z5djy6inf75jkyjb.svg)](https://markdownregistry.com/a/art_z5djy6inf75jkyjb)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 9, 2026 and Oct 19, 2026, about one every 18 days.

versioncommittedcommitsizeaudit
git:20261019.9af84f1 latest2026-10-19 9af84f1 4,888 BA view · diff
git:20261019.b3a119b2026-10-19 b3a119b 4,995 BA view · diff
git:20260815.03635312026-08-15 0363531 4,043 BA view · diff
git:20260815.61aa8b52026-08-15 61aa8b5 4,015 BA view · diff
git:20260809.e9e787b2026-08-09 e9e787b 3,785 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (4888 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

iamakbarsha1/whetstone · 4 stars · license CC-BY-4.0 · pushed 2026-10-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_z5djy6inf75jkyjb
GET https://markdownregistry.com/api/v1/resolve?ref=iamakbarsha1/whetstone/measure-the-delta-not-the-absolute
GET https://markdownregistry.com/api/v1/blob/c4b65f27f1e473b89b11ce4f686ff8a9ffe9082d5a2e08a6531425fef62d4d79

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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