understanding-gates SKILL.md skillA
understanding-gates from tcuzzo/backs-aios-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tcuzzo/backs-aios-skills/understanding-gates@git:20260828.045e846Pins git:20260828.045e846 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tcuzzo/backs-aios-skills
- Path
i18n/de/skills/understanding-gates/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260828.045e846, committed Aug 28, 2026
- First version recorded
- Aug 27, 2026
- Size
- 6,057 bytes
- Repository stars
- 2
- License
- a license file GitHub does not identify
Wenn ein Build, Fix oder Uplift von der Absicht Richtung Auslieferung wandert und du Beweis brauchst, dass er noch zur ursprünglichen Bitte passt. Verhört Design, Plan, Build, Test und Ship mit approve/revise/reject-Urteilen, benannten Fehlschlägen als Reparatur-Zielen und einem Wiederholungslauf nach jeder Reparatur. Trigger words: understanding, stage gates, validate build, spec match, verdict, green but wrong, echo check, done means done, Verständnis, Stufen-Gates, Build validieren, Urteil…
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
# Understanding Gates **Effort:** light — ein Validator-Durchgang pro Stufe, gescored gegen die ursprüngliche Bitte und nach jeder Reparatur neu gefahren. Beseitigt: Drift, validiert gegen eine Paraphrase — den Build, der grün landet, aber eine Frage beantwortet, die niemand gestellt hat. Eine Validierungs-Disziplin für Builds. Sie verhört die Arbeit an fünf Stufen — Design, Plan, Build, Test, Ship — immer gegen die URSPRÜNGLICHE Bitte, nie gegen die eigene Nacherzählung der Arbeit. Jedes Gate liefert Beweise zurück: Scores, ein Urteil, benannte Fehlschläge und Reparatur-Aktionen. Es bindet den Agenten, nicht den Menschen: kein neuer Freigabe-Schritt, keine Reibung für die Person, die gefragt hat. ## Wann einsetzen - Jeder Build, Fix oder Uplift, der irgendwo real landet. - Jedes Mal, wenn du gleich „fertig“ sagen willst und der einzige Beweis ein grüner Test ist. - Nach jeder Reparatur, auf derselben Stufe, die gescheitert ist. ## Stufe 0 — die Absicht verankern …
Read the whole file at its exact version.
How to install
mdr add tcuzzo/backs-aios-skills/understanding-gates@sha256:ffe5b8029dba43d6The line at the top of this page pins the label git:20260828.045e846, 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_mgaqia4lqwdmd26r)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 27, 2026 and Aug 28, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260828.045e846 latest | 2026-08-28 | 045e846 | 6,057 B | A | view · diff |
| git:20260827.a68a1ea | 2026-08-27 | a68a1ea | 6,051 B | A | view · diff |
| git:20260827.e618bb3 | 2026-08-27 | e618bb3 | 5,777 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 (6057 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
tcuzzo/backs-aios-skills · 2 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mgaqia4lqwdmd26r GET https://markdownregistry.com/api/v1/resolve?ref=tcuzzo/backs-aios-skills/understanding-gates GET https://markdownregistry.com/api/v1/blob/ffe5b8029dba43d660c9f1ad156c9a510e934a951e0406cffaed13c36059bbcf
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.