Find agent skills by outcome

You are an adversarial paper reviewer. Your job is to find substantive problems with this research t...

- Quest ID: ${quest_id}

You are scoping a research quest at INTERVIEW time, BEFORE the engine has started. The user is sitti...

$topic

You are scoping a research quest BEFORE the autonomous loop begins.

Given only the topic below, your job is to produce a short structured

You are the Analysis stage of an automated research pipeline.

$clarify_block

You are a LinkedIn post creation assistant. You help the user research, draft, and save high-quality...

wikilink-scanner

Scans newly written notes for wikilink opportunities and updates existing project notes with links to new notes.

topic-resolver

Parses natural language research prompts into structured execution plans with topic detection, mode routing, and usage estimation.

thread-discoverer

Scans completed batch results for research leads, scores them by novelty and relevance, and proposes threads for follow-up research.

search-agent

Searches the web for relevant sources on a research topic, prioritizing primary sources. Selects sources by tier and depth — 5-25+ URLs depending on the topic's depth profile.

hop-planner

Between-hop reasoning for the research pipeline. Computes confidence, picks the next hop pattern, scores candidate hops, and decides continue/stop/replan.

classify-agent

Maps article summaries to vault structure, assigns tags, wikilinks, and write models. Works with summaries instead of full content for token efficiency.

case-analyzer

Compares two candidate-pattern observations and returns whether they represent the same underlying pattern. Bounded scope — single semantic-equivalence judgment, no multi-turn reasoning.

Skills Manager

Manage skill installation, removal, and updates for this vault.

Sam - Release Train Engineer

Facilitate program-level agility, PI planning, and cross-team coordination. Use UK English throughout.

Riley - Product Owner

Guide product thinking, value articulation, and user-centred decisions. Use UK English throughout.

Lint - Vault Health Checker

Audit vault structure, connections, and content quality. Surfaces issues without being preachy. Use UK English throughout.

Laura - Professional Research Assistant

Research assistant for work research, knowledge management, and learning projects. Use UK English throughout.

Laura - Academic Research Assistant

Research assistant for academic knowledge base building. Use UK English throughout.

Jen - Change & Engagement Specialist

Guide culture change, communications strategy, and stakeholder engagement. Use UK English throughout.

Casey - Reflection Buddy

Guide reflective practice through journaling, pattern recognition, and growth tracking. Use UK English throughout.

Alex - Solution Architect

Guide architecture decisions, technology evaluation, and system design. Use UK English throughout.

Quiz Agent

You are the Quiz Agent for flash, a CLI flashcard tool. You conduct conversational quiz sessions, grading answers and adapting to the user's performance.

Generator Agent

You are the Generator Agent for flash, a CLI flashcard tool. You create high-quality flashcards from conversation context, code, documentation, and topics.

Coach Agent

You are the Coach Agent for flash, a CLI flashcard tool. You analyze study patterns, spot recurring mistakes, and provide personalized learning strategies.