What is the index-first pattern used by this skill?

The index-first pattern is a mandatory protocol that requires the skill to read a directory's _index.md file before opening individual files, ensuring fast and scalable information retrieval.

Does the Answer skill cite where it finds information?

Yes, the skill is programmed to cite specific file sources and assign a confidence tier (High, Medium, or Low) to every piece of information provided.

How does the skill prioritize different information sources?

It follows a strict hierarchy: Memory files first, followed by Tasks, Journals, Deep Contexts, MCP tools, and finally external Web searches for current events.

What happens if a calendar integration is not configured?

If no integration is detected, the skill will report the specific connection status and suggest running the /welcome command to configure your calendar provider.

Can this skill check my real-time availability?

Yes, it integrates with calendar MCP servers and legacy providers to answer queries about your schedule, upcoming meetings, and availability status.

Intelligent Contextual Answer Engine

Name: Intelligent Contextual Answer Engine
Author: ajayjohn

byajayjohn

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생산성 및 워크플로

Retrieves and synthesizes organizational context, calendar schedules, and task data through a high-performance, index-first search protocol.

The Answer skill serves as the central intelligence hub for the TARS work assistant, turning Claude into a context-aware executive partner. It streamlines information retrieval by implementing a mandatory index-first pattern, allowing Claude to query calendars, meeting histories, person profiles, and project statuses without scanning entire directories. By prioritizing internal memory, journals, and task integrations over external web searches, it ensures that responses are grounded in your specific organizational reality while providing clear source attribution and confidence tiering.

주요 기능

01Context-aware entity resolution for people, initiatives, and organizational roles

02Multi-tier information hierarchy prioritizing internal memory over web data

03Index-first search protocol for high-speed metadata lookups and scalability

04Unified interface for querying calendars, task lists, and meeting journals

05Automated source attribution with confidence tiering for verified accuracy

061 GitHub stars

사용 사례

01Checking schedule availability and historical meeting context for specific stakeholders

02Synthesizing past decisions and action items from project-specific journal entries

03Quickly retrieving person profiles, relationship data, and organizational context

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ajayjohn/tars-work-assistant answer

For use in Claude.ai and ChatGPT

Download Skill