Individual skill
de-vibe
Audit and fix the tells that software was vibe-coded / AI-generated, then give it a small distinctive identity, so it ships looking handcrafted and professional. Use whenever the user says "de-vibe", "does this look AI-generated / vibe coded?", "make this look shippable / handcrafted / professional", "remove the AI slop", "polish before launch", asks why their site "looks like every other AI site", or is about to ship/demo/hand off a project that was built largely with AI assistance — even if they don't use the word "vibe". Pairs naturally before /ship.
skills/de-vibe/SKILL.md
Source commit 66cd1c30919f1144c60aed3692a915bb0b2c6238
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 5, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 255
- Repository last updated
- Sep 6, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- blender Repository topic
- claude-code Repository topic
- marketing Repository topic
- remotion Repository topic
- video-generation Repository topic
- product-launch Repository topic
- social-media Repository topic
- engineering Derived category
- security Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 8,379 bytesSKILL.mdcore · 8,379 bytesevals/evals.jsonasset · 2,100 bytesreferences/code-tells.mddoc · 7,527 bytesreferences/design-tells.mddoc · 7,522 bytes
Read excerpt
# De-Vibe
Vibe-coded software has a recognizable fingerprint: security holes nobody checked (wildcard CORS, committed `.env`, client-side-only auth), reliability debris (empty catches, console.log spam, tautological tests), the "AI slop" aesthetic (indigo gradients, Inter everywhere, untouched shadcn defaults, "Elevate your workflow" copy), and repo artifacts that announce how it was built. This skill removes that fingerprint and replaces the generic defaults with a small, deliberate identity — so the shipped product reads as handcrafted, and more importantly, doesn't ship with the real defects that make vibe-coded apps break in public.
Two things this skill is NOT:
- **Not a deception tool.** The point is closing the actual quality gap (the security holes and missing pieces ARE the tells), plus removing tool-attribution noise from what ships. It never fakes provenance, testimonials, stats, or history.
- **Not a full redesign.** The identity pass is bounded: token-level design changes and copy rewrites, not new layouts or features.
## Workflow
Run as four phases: **Audit → Report → Fix → Verify**. Never skip the report — the user decides on the confirm-first items before you touch them.
### Phase 1 — Audit (read-only)