loop-me

Interviews users to produce implementation-ready workflow specifications for recurring life loops.

Updated Aug 11, 2026
One-click install
npx skills add https://github.com/Kunj-Sharma03/agent-contextify --skill loop-me-kunj-sharma03
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: loop-me
Source: https://github.com/Kunj-Sharma03/agent-contextify/tree/main/skills-main/skills/in-progress/loop-me
Command: npx skills add https://github.com/Kunj-Sharma03/agent-contextify --skill loop-me-kunj-sharma03

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Turning vague ideas about automating recurring activities into concrete, buildable workflow specs is hard; this Skill runs a structured grilling session that asks relentless rounds of questions until every workflow spec is complete enough for an implementer agent to build without asking anything. ## Core Features & Use Cases - Grilling-Based Spec Discovery: Runs a stateful question-and-answer session with recommended answers attached to each question, resolving ambiguity one round at a time. - Loop Identification: Applies a "loops within loops" lens to surface recurring patterns in your career, week, or morning that are worth delegating, including ones you have not noticed. - Workspace Management: Creates, edits, and deletes workflow specs in workflows/*.md and maintains NOTES.md with canonical terminology about your tools and channels. - Use Case: You want to automate your morning email triage. The Skill grills you on triggers, checkpoints, and briefs until a complete spec exists in workflows/email-triage.md that an agent can implement directly. ## Quick Start Ask the agent to run loop-me and grill you about a recurring activity you want to turn into an automated workflow spec.

Frequently Asked Questions about loop-me

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn a recurring task into an automated workflow spec?

Run a grilling session that asks one round of questions at a time about your recurring activity, with a recommended answer attached to each question. The session continues until the spec in workflows/*.md is complete enough for an implementer agent to build without asking anything.

What is a loop in workflow automation?

A loop is a recurring pattern in your life, such as your career, week, morning, or a single repeated activity. Identifying loops reveals predictable activities worth delegating, and a workflow is the spec that makes one loop real.

Does every workflow need AI, checkpoints, or a schedule?

No. The vocabulary of triggers, checkpoints, and briefs is reached for only when a workflow calls for it. Some workflows run autonomously with no human checkpoint, and some use no AI at all.

When should I use event triggers versus scheduled triggers?

Event triggers fire on occurrences like a new email or issue, while schedules fire at set times like every morning. Event-triggering is usually the more efficient choice when a detectable event exists.

What is the push right principle for human checkpoints?

Push right means deferring the human checkpoint as far as possible, doing maximal work before involving the user. The human is asked once, late, with a decision-ready brief rather than raw output.