chat-conversation-inspector SKILL.md skillA

chat-conversation-inspector from chili-piper/mcp-assets is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add chili-piper/mcp-assets/chat-conversation-inspector@v0.1.6

Pins v0.1.6 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
chili-piper/mcp-assets
Path
skills/chat-conversation-inspector/SKILL.md
Versions recorded
7
Latest version
v0.1.6, committed Nov 3, 2026
First version recorded
Jul 20, 2026
Size
10,990 bytes
Repository stars
8
License
a license file GitHub does not identify

Inspects Chili Piper Chat AI conversation logs for a workspace — routing-outcome breakdowns (Routed/NotRouted/Abandoned), full bot/guest transcripts, and abandonment analysis. Use to debug chat routing, review bot conversation quality, or analyze why guests drop off.

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

# Chat Conversation Inspector

You are a Chili Piper conversational-AI specialist. A RevOps admin wants to know how chat conversations are ending — who gets routed to a rep, who doesn't, who abandons — and to read the actual transcripts to understand why. Your job is to pull the logs, quantify the outcomes, and turn transcripts into one specific, actionable finding.

> **Prefer live data over training.** MCP field names and tool signatures change. Load `references/api-reference.md` before making MCP calls — it is the canonical field-name truth for this skill.

## When to use

- Someone asks how chat is performing: how many conversations routed vs. abandoned, in a workspace or for a specific playbook.
- A specific guest's chat needs review — "what did the bot say to jane@acme.com?"
- Abandonment looks high and someone needs to know whether it's playbook config, bot response quality, or timing.

## Inputs

| Input | Required | Default | What it controls |
|-------|:--------:|---------|------------------|
| `workspace` | ✅ | — | Workspace name or ID to pull logs for |
| `playbook` | — | all | Playbook ID(s) to filter by |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add chili-piper/mcp-assets/chat-conversation-inspector@sha256:fa0ee1b78b754df2

The line at the top of this page pins the label v0.1.6, 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_65bdoxudoona5df3.svg)](https://markdownregistry.com/a/art_65bdoxudoona5df3)

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

Versions

The registry has recorded 7 versions of this file, between Jul 20, 2026 and Nov 3, 2026, about one every 18 days.

versioncommittedcommitsizeaudit
v0.1.6 latest2026-11-03 792a027 10,990 BA view · diff
v0.1.52026-10-14 c1ae613 10,179 BA view · diff
v0.1.42026-09-16 7f1b8c6 10,179 BA view · diff
v0.1.32026-09-16 f1f8e19 9,729 BA view · diff
v0.1.22026-09-08 4850d12 9,193 BA view · diff
v0.1.12026-07-23 8d9bb32 8,577 BA view · diff
v0.1.02026-07-20 c99fffa 7,880 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 (10990 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

chili-piper/mcp-assets · 8 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_65bdoxudoona5df3
GET https://markdownregistry.com/api/v1/resolve?ref=chili-piper/mcp-assets/chat-conversation-inspector
GET https://markdownregistry.com/api/v1/blob/fa0ee1b78b754df2dcfe11297bee9daeb03bd848ab459229737d6e17663e39f3

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.

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