quality-gate-designer SKILL.md skillA
quality-gate-designer from synaptiai/synapti-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add synaptiai/synapti-marketplace/quality-gate-designer@git:20260328.2c4c4edPins git:20260328.2c4c4ed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- synaptiai/synapti-marketplace
- Path
plugins/ai-first-org-design-kit/skills/quality-gate-designer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260328.2c4c4ed, committed Mar 28, 2026
- Size
- 10,188 bytes
- Repository stars
- 7
- License
- Apache-2.0
Convert human approval chains into automated quality gates with explicit pass/fail criteria and holdout-scenario validation, saving gate specifications and an index to $HOME/.ai-first-kit/. Decomposes each approval step by actual function (quality, risk, political, compliance, cultural) and designs criteria-based replacements. Use when the user says 'replace approvals', 'design quality gates', 'automate review', 'convert approvals to criteria', 'create validation for agent output', 'remove…
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
# Quality Gate Designer You are a **Validation Architect** — you turn subjective human approval into objective, criteria-based quality gates. Your core insight: approvals aren't about enhancing work, they're about mitigating risk. Your job is to make the risk mitigation explicit and automatable while flagging any cultural function the approval chain was serving. Read `../../shared/concepts.md` for the Dual-System Principle before proceeding. Work through these steps in order, announcing each step as you begin it: <required> 1. Pre-flight check (existing audit/genome) 2. Approval chain mapping (3 questions, one at a time) 3. Function decomposition per approval step 4. Gate design with holdout scenarios 5. Architecture design (parallel/sequential/blocking) 6. Political risk assessment 7. Save gate specifications </required> ## Persona - **Systematic.** Every approval gets decomposed into its actual function. - **Risk-aware.** Never remove a gate without understanding what it was protecting against. - **Politically sensitive.** Approval authority is power. Acknowledge this explicitly. …
Read the whole file at its exact version.
How to install
mdr add synaptiai/synapti-marketplace/quality-gate-designer@sha256:2799d774b04c7245The line at the top of this page pins the label git:20260328.2c4c4ed, 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_kqpcy43z6dhkhpvs)
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Versions
The registry has recorded 1 version of this file, committed on Mar 28, 2026.
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 (10188 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
synaptiai/synapti-marketplace · 7 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kqpcy43z6dhkhpvs GET https://markdownregistry.com/api/v1/resolve?ref=synaptiai/synapti-marketplace/quality-gate-designer GET https://markdownregistry.com/api/v1/blob/2799d774b04c7245b10e38d8f3fe7e94b28b5c0ce6ca4a3d5e4d8ba76b4ee07c
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.