uncertainty-and-source-control SKILL.md skillA
uncertainty-and-source-control from h30190/hjplus_taiwan_architect_kb is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add h30190/hjplus_taiwan_architect_kb/uncertainty-and-source-control@git:20260807.0499507Pins git:20260807.0499507 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- h30190/hjplus_taiwan_architect_kb
- Path
raw/建築顧問方法論/不確定性標示與來源管控/uncertainty-and-source-control/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260807.0499507, committed Aug 7, 2026
- First version recorded
- Jul 14, 2026
- Size
- 8,183 bytes
- Repository stars
- 169
- License
- a license file GitHub does not identify
This skill should be used whenever producing a consulting answer or authoring/editing a knowledge-base skill, to control how facts are sourced and how uncertainty is expressed: it defines the source-control iron rule (never infer un-transcribed numeric values from general practice), the three certainty labels (Verified / Secondary / Unverified), the ERROR/WARNING/INFO check-output convention, the To-Verify section format, and the tone rules that prevent confidently-wrong output.
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
# Uncertainty Labeling & Source Control (不確定性標示與來源管控) ## Overview A wrong number stated confidently is worse than no answer: the reader cannot tell it needs checking. This skill generalizes the epistemic discipline pioneered by this KB's concrete-design skill group (clause-transcription source control, ERROR/WARNING check outputs) into rules that apply to **every** skill and every consulting answer. These rules are what make the rest of the knowledge base safe to use. They are class A because the discipline is universal, even though the examples are Taiwanese. --- ## Section 1: The Source-Control Iron Rule > **If a numeric value (dimension, factor, cap, fee, penalty) has not been transcribed clause-by-clause from a verified source, do not fill it in from general practice, analogy, or "typical" industry values. Resolve it from the source first, or output it as Unverified.** …
Read the whole file at its exact version.
How to install
mdr add h30190/hjplus_taiwan_architect_kb/uncertainty-and-source-control@sha256:95f8fc36f77a6996The line at the top of this page pins the label git:20260807.0499507, 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_alaylnmj7gwp4mhn)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 14, 2026 and Aug 7, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260807.0499507 latest | 2026-08-07 | 0499507 | 8,183 B | A | view · diff |
| git:20260717.9f94154 | 2026-07-17 | 9f94154 | 8,105 B | A | view · diff |
| git:20260714.ed4504e | 2026-07-14 | ed4504e | 7,400 B | A | view |
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 (8183 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
h30190/hjplus_taiwan_architect_kb · 169 stars · license a license file GitHub does not identify · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_alaylnmj7gwp4mhn GET https://markdownregistry.com/api/v1/resolve?ref=h30190/hjplus_taiwan_architect_kb/uncertainty-and-source-control GET https://markdownregistry.com/api/v1/blob/95f8fc36f77a69960a715f6476b7c36e9ad9320ab5d9224404d1b67200bb115a
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.