intent-parser

Community

Route every Telegram message with confidence.

AuthorCleanExpo
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill reliably classifies inbound Telegram messages into actionable intents so Pi-CEO routes requests to the correct role without misrouting or unsafe handling.

Core Features & Use Cases

  • Intent classification for six routes: research, ticket, reply, reminder, flow, or unknown, including extracted parameters.
  • Fast regex matching with Claude fallback: uses high-precision patterns first, then falls back to a 6-class Claude classifier when needed.
  • Safety guardrails: forces intent to unknown and logs a warning when PII-like sensitive patterns are detected (e.g., credit card/account/SSN shapes).
  • Date normalization for reminders: converts relative time expressions into absolute ISO-8601 timestamps in the user’s local timezone.
  • Routing hygiene: bypasses parsing for literal command messages and reaction signals to existing drafts.

Quick Start

Ask the system to parse this Telegram message and return the canonical JSON payload with intent, confidence, extracted fields, and normalized timestamps.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: intent-parser
Download link: https://github.com/CleanExpo/Pi-Dev-Ops/archive/main.zip#intent-parser

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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