human-in-the-loop skills

660 tagged human-in-the-loop, measured the same way as everything else here.

Browse within: brainstorming 117context-engineering 117antigravity-skills 116harness-engineering 116local-first 110help-wanted 100openai 100openrouter 100llm-agents 78agent-control-room 77agent-society 77generative-agents 77multi-agent-simulation 76engineering 75

teamskill-creator

01

XiaoLuoLYG/GOD

Skill Claude CodeCodex

Creates, converts, or modifies Teamskills — the multi-role extension of the Skills standard (specialized roles + workflow + bind constraints). Use when the user wants to author a multi-role agent team, convert a single-agent skill into one, or refactor an existing team. Do NOT use for single-agent Skills — use…

not rated 1.2k +13 15d ago A SkillSpector: warn 74 tokens original Apache-2.0

seller-research

02

cinderline/northcinder

Skill Claude CodeCodex

Use when researching a merchant, storefront, marketplace seller, or merchant of record for a buying decision, especially when identity, refund terms, fulfillment, counterfeit risk, domain history, or independent buyer outcomes are uncertain.

not rated 1.2k +2 1mo ago A SkillSpector: pass 46 tokens original MIT

decionis/agent-safe-pipeline

Skill Claude CodeCodex

Check a price change, stock change, order, refund or return against the merchant's margin, stock and refund policy before acting. Use before any commerce action on Walmart, Shopify, Adobe Commerce or Business Central.

not rated 688 +1 changed 12d ago A 48 tokens original Apache-2.0

report-generation

04

zj-unicom-ai/UniEmployee

Skill Claude CodeCodex

A workflow for generating data-analysis reports as interactive HTML with charts. It is intended for trend, statistics, monthly, weekly, and other reports, using database queries and ECharts, a web charting library.

not rated 362 +3 9d ago A 95 tokens original MIT

kefu-core

05

whichmen/dxl-commerce-agent

Skill Claude CodeCodex

An e-commerce customer-service decision skill for classifying customer questions and choosing among order, shipping, refund, and image tools. It also sets rules for checking evidence and handling risk.

not rated 133 +2 2d ago A SkillSpector: pass 37 tokens original MIT

alex-durango/pingfusi

Skill Codex

Beautify or redesign an existing website through iterative pingfusi review rounds with a real human reviewer. Use when asked to "beautify this website," "make this page look professional," "polish this UI/design," "improve the visual design," or finish an AI-built page when there is no reference site to match. Do not…

not rated 128 +3 1mo ago A SkillSpector: pass 95 tokens original MIT

anti-vibe-writing

07

weijt606/anti-vibe-writing

Skill Claude Code

Use when the user wants to humanize, de-AI, polish, or warm up an AI-generated document, in English or Chinese. Good for social posts (X/Weibo/Jike/RedNote), Reddit and forum comments, blogs, podcast show notes, README cleanup, product docs, landing page copy, proposals, founder notes, and technical memos. Removes…

not rated 123 +3 2mo ago A SkillSpector: pass 163 tokens original MIT

algorithmic-art

08

frumu-ai/tandem

Skill Claude CodeCodex

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright…

not rated 123 +2 11d ago A 62 tokens

code-review

09

hardness1020/Leeway

Skill Claude CodeCodex

Code quality review — identify patterns, anti-patterns, and improvements. Use when performing code reviews, auditing code quality, or evaluating pull requests for readability, maintainability, and correctness.

not rated 116 4mo ago A 40 tokens original MIT

law-to-markdown

10

pa1nrui1/legal-skills

Skill Codex

A skill that converts legal provisions and regulatory documents from plain text, PDF, or Word format into Markdown. Markdown is a plain-text format commonly used for structured documents.

not rated 110 +5 3mo ago A SkillSpector: pass 90 tokens original MIT

skill-generator

11

jgouviergmail/LIA-Assistant

Skill Claude CodeCodex

Generates AND modifies complete skills from natural language descriptions. Guides the user through need analysis and archetype selection, produces a skill package compliant with the agentskills.io standard, and proposes it to the user, who installs it in one click. Also adjusts, enriches or fixes an existing user…

not rated 74 +3 changed 16d ago A 69 tokens

deep-interview

12

tranhieutt/software_development_department

Skill Claude Code

Conducts a structured technical deep-dive to gather detailed requirements, constraints, and decisions from the user. Use when starting a complex feature or when the user wants to be asked structured clarifying questions before implementation.

not rated 73 +1 5mo ago A 46 tokens original MIT

openprd-harness

13

mileson/openprd

Skill Claude CodeCodex

A workflow guide for OpenPrd, a workspace for turning unclear product ideas into clarified requirements and a handoff for implementation. It helps choose and run each stage, from questions through final handoff.

not rated 50 changed 1mo ago A SkillSpector: warn 68 tokens original MIT

turn-mcp-web

14

shiaho777/turn-mcp

Skill Codex

Route human-in-the-loop checkpoints through Turn MCP Web by calling turn.wait (aliases: turnwait, turn). Use when an agent has access to the Turn MCP server and must pause for approvals, clarifications, branch choices, or operator handoffs without ending the current run.

not rated 39 +1 changed 3d ago A 64 tokens original MIT

better-interface

15

CanglongCl/dsh-web-review

Skill Codex

User-invoked, cross-discipline interface review that coordinates better-accessibility, better-layout, better-writing, better-typography, better-colors, and better-ui. Use when explicitly invoked for a holistic review of a screen, flow, feature, or product interface. Supports quick and full review modes. Triggers on…

not rated 26 1mo ago A 90 tokens

tomismeta/aperture

Skill Claude CodeCodex

Run Aperture Lab F-Stop on imported public trajectories, prepare review artifacts, compare disagreements, and propose bounded semantic-layer improvements under strict replay gates.

not rated 25 +1 1mo ago A SkillSpector: warn 38 tokens original MIT

hive-maintainer

17

intertwine/hive-orchestrator

Skill Claude CodeCodex

Discipline for developing Hive itself — PR sizing, review handling, merge discipline, release workflow, delegation, and cleanup hygiene. Use this skill when working on Hive repo changes that span multiple PRs or review cycles.

not rated 22 changed 1mo ago A SkillSpector: pass 48 tokens original MIT archived

hwpx

18

berrzebb/SoulFlow-Orchestrator

Skill Claude CodeCodex

A document add-on for creating, reading, and editing HWPX files, the XML-based document format used by Hancom Hangul.

not rated 22 6mo ago A 76 tokens

billing

19

footprintjs/agentfootprint

Skill Claude CodeCodex

Use for refunds, disputed charges, invoices and any billing question.

not rated 21 +1 today A 15 tokens original MIT

aipermission-docs

20

aipermission/aipermission

Skill Codex

Use when creating, updating, reorganizing, or reviewing aipermission documentation. Maintains project-root summary docs and the central docs tree under docs/, using GitHub Markdown relative links, small linked notes, local Docker/MCP/API-token/approval/vault/security consistency, and AI-friendly context boundaries.

not rated 19 changed 10d ago A 65 tokens AGPL-3.0

audit-knowledge

21

mikeprasad/aria-knowledge

Skill Claude Code

Scan Antigravity conversation transcript + artifact directory for extractable knowledge. Use when user asks for 'knowledge audit', 'audit knowledge', 'check for extractable knowledge', 'scan transcript', or at session start when audit cadence is exceeded.

not rated 17 changed 16d ago A 48 tokens

meeting-copilot

22

yohey-w/kagemusha

Skill Claude CodeCodex needs its repo

A two-machine live meeting copilot. A Windows laptop streams two audio channels (your mic, and a loopback of the other side's voice) to a parent machine, which transcribes them, drives a teleprompter you read from, watches every incoming utterance against a ledger of pre-agreed facts, and answers off-script questions.…

not rated 16 changed 15d ago A SkillSpector: warn 309 tokens original MIT

shared-brainstorm

23

mohitmayank/shared-brainstorm

Skill Claude CodeCodex

Triggers: /shared-brainstorm command, or when the user says "brainstorm with my team" / "get team input" / "ask the group".

not rated 15 4mo ago A 0 tokens

md-review

24

oubakiou/mdxg-redline

Skill Claude Code

Run the standard markdown review loop end-to-end with the mdxg-redline CLI: send a markdown document to a human reviewer, wait (via Bash polling) for the feedback.json they export, then apply their location-aware inline comments back into the markdown and revise it. Always use this skill when the user wants…

not rated 15 2mo ago A 178 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: