chat-conversation-inspector

chat-conversation-inspector is a skill for Claude Code from Chili-Piper/mcp-assets. It costs 62 tokens per session (2,180 once invoked), scanned A, original, no licence file.

A tool for inspecting Chili Piper Chat AI conversation logs. It shows routing results, full bot and guest transcripts, and analysis of why guests abandon conversations.

In plain words
What is it for?
Use it to debug chat routing, review bot conversations, and investigate guest drop-off.
Why use it?
It helps explain whether chats were routed, not routed, or abandoned, and what happened in the conversation before a guest left.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the chili-piper-skills plugin — 19 skills, 19 commands, 1 MCP server shipped together

Good fit Use it to debug chat routing, review bot conversations, and investigate guest drop-off.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/chili-piper/mcp-assets/chat-conversation-inspector
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Chili-Piper/mcp-assets --skill chat-conversation-inspector
Clone the repo
git clone --depth 1 https://github.com/Chili-Piper/mcp-assets

Made for: Claude Code.

Or install chili-piper-skills, the plugin that ships this one along with the rest of its 19 skills, 19 commands, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for chat-conversation-inspector

README.md
[![agentmods](https://agentmods.dev/badge/skills/chili-piper/mcp-assets/chat-conversation-inspector/github.svg)](https://agentmods.dev/skills/chili-piper/mcp-assets/chat-conversation-inspector)
Your own site
<a href="https://agentmods.dev/skills/chili-piper/mcp-assets/chat-conversation-inspector"><img src="https://agentmods.dev/badge/skills/chili-piper/mcp-assets/chat-conversation-inspector/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for chat-conversation-inspector

Your own site · 80×15
<a href="https://agentmods.dev/skills/chili-piper/mcp-assets/chat-conversation-inspector"><img src="https://agentmods.dev/badge/skills/chili-piper/mcp-assets/chat-conversation-inspector.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 62 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,180 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00062 $0.02180
Opus 5 $0.00031 $0.01090
Sonnet 5 $0.00012 $0.00436
Haiku 4.5 $0.00006 $0.00218

Measured 2d ago against content hash 3abcab0a97e1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

chat-conversation-inspector scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/chat-conversation-inspector/SKILL.md · 124 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago Changed 3abcab0a97e1
  2. 11d ago First seen · 124 lines · 62 tokens per session scan A 8f1117c321ea

Subscribe to this mod's changes

chat-conversation-inspector is a skill published in the GitHub repository Chili-Piper/mcp-assets (7 stars, last pushed yesterday), with no licence file. It adds 62 tokens to every session and 2,180 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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