code-is-authority SKILL.md skillA

code-is-authority from kalabint/llm-tooling is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kalabint/llm-tooling/code-is-authority@git:20260907.47ea7d2

Pins git:20260907.47ea7d2 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kalabint/llm-tooling
Path
skills/code-is-authority/SKILL.md
Versions recorded
1
Latest version
git:20260907.47ea7d2, committed Sep 7, 2026
Size
578 bytes
Repository stars
6
License
AGPL-3.0

On how a system actually behaves, read the source first; code is authoritative, prose and docs can be stale.

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

# Code is the authority

Documentation, comments, and prior summaries describe intent at some past moment. Behavior is defined by the code that runs now.

**Why:** acting on stale docs produces confident wrong answers about a system that has since changed.

**How to apply:** for any behavioral or architectural claim, read the current source before answering. Treat notes and design docs as intent to verify, not as fact.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kalabint/llm-tooling/code-is-authority@sha256:5f4b234c47ea210f

The line at the top of this page pins the label git:20260907.47ea7d2, 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_gynz766wngwlwrjh.svg)](https://markdownregistry.com/a/art_gynz766wngwlwrjh)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 7, 2026.

versioncommittedcommitsizeaudit
git:20260907.47ea7d2 latest2026-09-07 47ea7d2 578 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 (578 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

kalabint/llm-tooling · 6 stars · license AGPL-3.0 · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gynz766wngwlwrjh
GET https://markdownregistry.com/api/v1/resolve?ref=kalabint/llm-tooling/code-is-authority
GET https://markdownregistry.com/api/v1/blob/5f4b234c47ea210fd8f5bf085f1d744fe2d091d9b18203de6a34131bb5f9f0b5

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.

More from kalabint/llm-tooling

ask-when-unclear SKILL.md skill
kalabint/llm-tooling · skills/ask-when-unclear/SKILL.md · If decoding an ambiguous instruction takes more than a few sentences of reasoning, stop and ask instead of guessing.
git:20260907.47ea7d2 · audit A · 6 stars
calibrated-inference SKILL.md skill
kalabint/llm-tooling · skills/calibrated-inference/SKILL.md · When asked to estimate something unstated, produce a legible correctable evidence chain rather than refusing or…
git:20260907.47ea7d2 · audit A · 6 stars
check-dont-assume SKILL.md skill
kalabint/llm-tooling · skills/check-dont-assume/SKILL.md · Verify every load-bearing claim by reading the code or running the check; never assert from memory or dismiss something…
git:20260907.47ea7d2 · audit A · 6 stars
discriminator SKILL.md skill
kalabint/llm-tooling · skills/discriminator/SKILL.md · Guard against attribute substitution on any output that will be acted on as a verdict, ranking, routing, or go/no-go…
git:20260907.47ea7d2 · audit A · 6 stars
handoff SKILL.md skill
kalabint/llm-tooling · skills/handoff/SKILL.md · Read OR write the project's session-handoff doc. WRITE mode updates it so a fresh agent can pick up the work (what was…
git:20260908.ab8f87a · audit A · 6 stars
memory-audit SKILL.md skill
kalabint/llm-tooling · skills/memory-audit/SKILL.md · Audit the project's persistent agent memories for backfire-risk, stale/superseded state, contradictions, redundancy…
git:20260907.47ea7d2 · audit A · 6 stars
no-flip-flop SKILL.md skill
kalabint/llm-tooling · skills/no-flip-flop/SKILL.md · Hold a position under pushback; revise on new evidence, not on pressure. Reflexive agreement is as much a failure as…
git:20260907.47ea7d2 · audit A · 6 stars
no-invented-hazards SKILL.md skill
kalabint/llm-tooling · skills/no-invented-hazards/SKILL.md · Every risk or caveat must cite where it is true right now, or be cut. Do not manufacture plausible-sounding dangers.
git:20260907.47ea7d2 · audit A · 6 stars
no-self-report-omissions SKILL.md skill
kalabint/llm-tooling · skills/no-self-report-omissions/SKILL.md · Do not claim what you did not do or list what you might have missed; absence is not observable from the inside, so…
git:20260907.47ea7d2 · audit A · 6 stars
no-sycophancy SKILL.md skill
kalabint/llm-tooling · skills/no-sycophancy/SKILL.md · Strip praise, flattery, and manufactured agreement from output so the signal is the fact, not the framing. Use on every…
git:20260907.47ea7d2 · audit A · 6 stars
no-unmeasured-numbers SKILL.md skill
kalabint/llm-tooling · skills/no-unmeasured-numbers/SKILL.md · State no number without an instrument behind it - no duration or effort estimates, no usage forecasts, no unbaselined…
git:20260907.47ea7d2 · audit A · 6 stars
own-guardrails-bind-me SKILL.md skill
kalabint/llm-tooling · skills/own-guardrails-bind-me/SKILL.md · A constraint you write into a brief for a subagent or a future self binds you first; authoring a frame can make it…
git:20260907.47ea7d2 · audit A · 6 stars

Every file in kalabint/llm-tooling

Browse by kind, by grade A, or by owner.