connect-review SKILL.md skillA
connect-review from timurgaleev/vibestack is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add timurgaleev/vibestack/connect-review@git:20261011.7ad9aa7Pins git:20261011.7ad9aa7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- timurgaleev/vibestack
- Path
skills/connect-review/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261011.7ad9aa7, committed Oct 11, 2026
- First version recorded
- Sep 2, 2026
- Size
- 34,064 bytes
- Repository stars
- 7
- License
- MIT
Review an Amazon Connect contact center, IVR or voice bot for latency, reliability, cost and flow design.
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
## When to invoke
Use when: "review the contact flow", "review this Connect solution", "is the Lex bot well designed", "why is the voice bot slow", "review the IVR", "check the phone assistant before go-live".
## Preamble
```bash
eval "$("${VIBESTACK_HOME:-$HOME/.vibestack}/bin/vibe-slug" 2>/dev/null)" 2>/dev/null || SLUG="unknown"
_LEARN_FILE="${VIBESTACK_HOME:-$HOME/.vibestack}/projects/${SLUG:-unknown}/learnings.jsonl"
if [ -f "$_LEARN_FILE" ]; then
_LEARN_COUNT=$(wc -l < "$_LEARN_FILE" 2>/dev/null | tr -d ' ')
echo "LEARNINGS: $_LEARN_COUNT entries loaded"
if [ "$_LEARN_COUNT" -gt 5 ] 2>/dev/null; then
"${VIBESTACK_HOME:-$HOME/.vibestack}/bin/vibe-learnings-search" --limit 5 2>/dev/null || true
fi
else
echo "LEARNINGS: none yet"
fi
```
{{include lib/snippets/session-host.md}}
{{include lib/snippets/decision-brief.md}}
{{include lib/snippets/working-protocols.md}}
{{include lib/snippets/state-protocols.md}}
## User-invocable
When the user types `/connect-review`, run this skill.
---
## Step 0: Find the inputs
Locate the five inputs in the repo before reviewing anything. Use Glob and Grep; do not guess from file names alone.
| Input | How to find it |
…Read the whole file at its exact version.
How to install
mdr add timurgaleev/vibestack/connect-review@sha256:12272e0deb89ee38The line at the top of this page pins the label git:20261011.7ad9aa7, 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_75jtgnqcgnonbznh)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Sep 2, 2026 and Oct 11, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.7ad9aa7 latest | 2026-10-11 | 7ad9aa7 | 34,064 B | A | view · diff |
| git:20261009.553d413 | 2026-10-09 | 553d413 | 33,499 B | A | view · diff |
| git:20261009.5df8a1a | 2026-10-09 | 5df8a1a | 33,495 B | A | view · diff |
| git:20261008.3d55496 | 2026-10-08 | 3d55496 | 33,830 B | A | view · diff |
| git:20260902.a5d5e32 | 2026-09-02 | a5d5e32 | 33,162 B | A | view · diff |
| git:20260902.281273b | 2026-09-02 | 281273b | 22,636 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 (34064 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
timurgaleev/vibestack · 7 stars · license MIT · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_75jtgnqcgnonbznh GET https://markdownregistry.com/api/v1/resolve?ref=timurgaleev/vibestack/connect-review GET https://markdownregistry.com/api/v1/blob/12272e0deb89ee381b98e6c4ea5ae71181ecbca090ecedd3773b4cea8854c1cc
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.