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.