dash-audit SKILL.md skillA

dash-audit from bjornmelin/dev-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add bjornmelin/dev-skills/dash-audit@git:20260803.4dcf273

Pins git:20260803.4dcf273 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
bjornmelin/dev-skills
Path
skills/dash-audit/SKILL.md
Versions recorded
3
Latest version
git:20260803.4dcf273, committed Aug 3, 2026
First version recorded
Mar 8, 2026
Size
2,386 bytes
Repository stars
8
License
none declared

Audit Dash apps for callback hazards, state flow risks, layout and accessibility issues, and Dash-specific UX regressions. Use when the user asks for a Dash callback review, Dash UI audit, Dash web-interface audit, or a read-first remediation plan for a Dash app. Do not use for generic React or Next.js UI review.

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

# Dash Audit

Use this skill for read-first Dash audits. It owns Dash callback review, Dash UI/state review, and prioritized remediation guidance.

## Workflow

1. Read the repo `AGENTS.md`.
2. Run `~/.codex/skill-support/bin/ui-audit-preflight dash-callback-map --cwd <repo> --out <json>`.
3. When machine-readable evidence is useful, adapt the callback map into the
   shared contract:
   `python3 <skill_root>/scripts/dash_ui_audit_adapter.py --input <json> --pretty`.
4. Read only the Dash references you need:
   - `references/dash-callbacks.md` for callback graph and state hazards.
   - `references/dash-ui.md` for layout, responsiveness, accessibility, and interaction review.
5. Inspect only the files surfaced by the preflight plus any directly implicated layout, component, or callback modules.
6. Report grouped findings with the highest-risk callback and regression issues first.
7. If the user asks for fixes, keep remediation scoped and verify the affected path with repo-native commands.

## Use When

- The task is a Dash callback audit.
- The task is a Dash web UI, state, or layout review.
- The user wants a read-first remediation plan for a Dash app.

## Do Not Use When
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add bjornmelin/dev-skills/dash-audit@sha256:8d455eeb9a8bc931

The line at the top of this page pins the label git:20260803.4dcf273, 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_oq6fjpxjrij67wbr.svg)](https://markdownregistry.com/a/art_oq6fjpxjrij67wbr)

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

Versions

The registry has recorded 3 versions of this file, between Mar 8, 2026 and Aug 3, 2026, about one every 74 days.

versioncommittedcommitsizeaudit
git:20260803.4dcf273 latest2026-08-03 4dcf273 2,386 BA view · diff
git:20260512.e9ef1cf2026-05-12 e9ef1cf 2,396 BA view · diff
git:20260308.40d253c2026-03-08 40d253c 1,728 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 (2386 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

bjornmelin/dev-skills · 8 stars · license none declared · pushed 2026-10-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_oq6fjpxjrij67wbr
GET https://markdownregistry.com/api/v1/resolve?ref=bjornmelin/dev-skills/dash-audit
GET https://markdownregistry.com/api/v1/blob/8d455eeb9a8bc931938bf139e33eb431d511232fc4586a1269cc44e65c126edb

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 bjornmelin/dev-skills

AGENTS.md AGENTS.md file
bjornmelin/dev-skills · AGENTS.md
git:20260805.c6b49e2 · audit A · 8 stars
browser-workbench-setup SKILL.md skill
bjornmelin/dev-skills · archive/skills/browser-workbench-setup/SKILL.md · Set up browser automation and UI QA for a new repository using playwright-interactive as the primary interactive tool…
git:20260730.da338fd · audit A · 8 stars
browser-workbench SKILL.md skill
bjornmelin/dev-skills · archive/skills/browser-workbench/SKILL.md · Browser/UI router--playwright-interactive, agent-browser, browser-workbench-setup. Triggers--UI debug, QA, screens…
git:20260730.da338fd · audit A · 8 stars
bun-audit SKILL.md skill
bjornmelin/dev-skills · archive/skills/bun-audit/SKILL.md · Shared Bun audit/remediation router. Use when auditing a repo for Bun-first correctness, explaining findings, listing…
git:20260720.59a58de · audit A · 8 stars
cleanup-py SKILL.md skill
bjornmelin/dev-skills · archive/skills/cleanup-py/SKILL.md · Python branch review—hard-cut, delete-first cleanup, Google docstrings.
git:20260728.3aaa44b · audit A · 8 stars
codex-session-cleanup SKILL.md skill
bjornmelin/dev-skills · archive/skills/codex-session-cleanup/SKILL.md · Safely scan, triage, quarantine, restore, and purge Codex session/history/state/memory artifacts for current repo…
git:20260728.3aaa44b · audit A · 8 stars
design-motion-system SKILL.md skill
bjornmelin/dev-skills · archive/skills/design-motion-system/SKILL.md · Cross-stack motion & design-system director. Use to turn vague "make it premium / cinematic / standout / hyperrealistic…
git:20260726.b67ae30 · audit A · 8 stars
dmc-py SKILL.md skill
bjornmelin/dev-skills · archive/skills/dmc-py/SKILL.md · Dash + DMC v2—MantineProvider, styles, Styles API, callbacks (pattern, clientside, bg), Pages, charts, modals, full…
git:20260729.efe35f4 · audit A · 8 stars
gh-deps-intel SKILL.md skill
bjornmelin/dev-skills · archive/skills/gh-deps-intel/SKILL.md · JS/TS + Python dep upgrade intel (monorepos). Outdated package-manager checks + GitHub release/changelog →…
git:20260803.4dcf273 · audit A · 8 stars
goal-to-release SKILL.md skill
bjornmelin/dev-skills · archive/skills/goal-to-release/SKILL.md · Orchestrate issue-backed goals from ambiguous request to shipped release with ledgers, adaptive PR graphs, preflight…
git:20260728.3aaa44b · audit A · 8 stars
kimi-ui-advisor SKILL.md skill
bjornmelin/dev-skills · archive/skills/kimi-ui-advisor/SKILL.md · Explicit-only Kimi Code CLI frontend/UI advisor for UI audits, redesigns, components, screenshots, before/after…
git:20260617.d1d0760 · audit A · 8 stars
managing-tech-debt SKILL.md skill
bjornmelin/dev-skills · archive/skills/managing-tech-debt/SKILL.md · Help users manage technical debt strategically. Use when someone is dealing with legacy code, planning refactoring…
git:20260728.3aaa44b · audit A · 8 stars

Every file in bjornmelin/dev-skills

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