Skills for Real Engineers. Straight from my .agents directory.
loop-library
Agent skill fromForward-Future/loopy
Compatibility alias for Loopy. Use only when an existing installation or older instruction explicitly invokes loop-library; use Loopy for new installations and requests. Provides the same discovery, recommendation, audit, repair, adaptation, guided crafting, bounded execution, run debrief, project loop saving, and publication-preparation workflows.
How to install loop-library
npx skills add Forward-Future/loopy# or add only this skill to Claude Code: copy the folder
skills/loop-library/
# into
~/.claude/skills/loop-library/ (all projects)
.claude/skills/loop-library/ (one project)
1# Loop Library (legacy alias)23`loop-library` is the compatibility name for Loopy. Complete the user's request4with this workflow. Use `loopy`, `$loopy`, or `/loopy` for new installations5and explicit invocations.67Help the user discover loop opportunities in existing engineering work, reuse a8published Loop Library loop when one fits, audit or repair an existing loop,9craft a new one through a focused interview, run it with evidence, learn from10the result, or prepare it for Loop Library. Treat a loop as a feedback system11with terminal states, not as permission for endless autonomy.1213## Route the request1415Choose the smallest useful path:1617- **Discover:** Analyze a codebase, coding-thread history, or both for repeated18 work that can become a bounded loop.19- **Find:** Recommend one to three published loops for a stated problem.20- **Audit / Loop Doctor:** Diagnose an existing loop and repair only material21 weaknesses without changing its intended outcome.22- **Adapt:** Start from a published loop and replace its thresholds, tools,23 cadence, owners, or checks without weakening its feedback cycle.24- **Craft / Guided Design:** Interview the user about the outcome and what25 success means, then produce a new bounded loop.26- **Run:** Execute an identified loop within the user's authorized scope and27 return an evidence-backed run receipt.28- **Debrief:** Analyze one or more completed run receipts, diagnose what helped29…
Excerpt shown under the repository's MIT license.
More skills in loopy
Similar skill repositories
An agentic skills framework & software development methodology that works.
Public repository for Agent Skills
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Production-grade engineering skills for AI coding agents.
