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Agent skill

Proactive Agent Lite

by aAAaqwq in aAAaqwq/AGI-Super-Team

Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns.

MITAuto-check passed

Install Proactive Agent Lite

skills CLI
$ npx skills add aAAaqwq/AGI-Super-Team --skill proactive-agent-lite -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aAAaqwq/AGI-Super-Team proactive-agent-lite --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/proactive-agent-lite .claude/skills/proactive-agent-lite && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
proactive-agent-lite
GitHub stars
105
Used in
2 other repos
Token cost
~472 tokens
SKILL.md length
188 words
Files
4
Skills in repo
161
Repo updated
First seen
Licence
MIT

At a glance

Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns.

  • SKILL.md covers Core Features, Key Benefits, Usage and Integration, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Proactive Agent Lite is an agent skill from aAAaqwq/AGI-Super-Team. Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version focused on core proactive capabilities.

Its SKILL.md is about 470 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `.clawhub/origin.json`, `README.md` and `_meta.json`).

The repository describes itself as: An installable, cross-framework AI organization: C-suite agents, expert subagents, curated skills, independent review, and one-command setup across 18 AI client/runtime adapters. The licence is MIT.

Example prompts

  • “/proactive-agent-lite”

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Proactive Agent Lite loads about 472 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 188 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~54
When it runs · the whole SKILL.md, loaded when a task matches
~472

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 188 words, ~472 tokens.

Download SKILL.mdSave it as .claude/skills/proactive-agent-lite/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
proactive-agent-lite
description
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version focused on core proactive capabilities.
author
Daniel Li

Proactive Agent Lite

  • Author: Daniel Li
  • Copyright © Daniel Li. All rights reserved.

Transform your AI agents from passive task-followers into proactive partners that anticipate needs and continuously improve.

Core Features

  • Memory Architecture: Pre-compaction flush ensures context survives when window fills
  • Reverse Prompting: Surfaces ideas you didn't know to ask for
  • Security Hardening: Built-in security considerations and safe defaults
  • Self-Healing Patterns: Diagnoses and fixes its own issues automatically
  • Alignment Systems: Stays on mission and remembers who it serves

Key Benefits

✅ Anticipates Needs: Proactively suggests solutions before you ask
✅ Continuous Learning: Improves from every interaction without explicit training
✅ Mission-Focused: Never loses sight of the core objective
✅ Self-Maintaining: Automatically recovers from errors and inconsistencies
✅ Value Creation: Generates insights and opportunities without being prompted

Usage

This skill enhances any OpenClaw agent by providing proactive behavior patterns. Simply install and the agent will automatically begin exhibiting proactive characteristics.

Integration

Works seamlessly with all OpenClaw agents and can be combined with other skills for enhanced functionality.

Requirements

  • OpenClaw v1.0 or higher
  • Standard agent configuration

Customization

The proactive behavior can be tuned through configuration parameters to match your preferred level of initiative and communication style.

© aAAaqwq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files in skills/proactive-agent-lite of aAAaqwq/AGI-Super-Team.

  • SKILL.md
  • .clawhub/origin.json
  • README.md
  • _meta.json

Open the folder on GitHubat commit 331ecd3

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in aAAaqwq/AGI-Super-Team, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Proactive Agent Lite next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Proactive Agent Lite compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Proactive Agent Lite this skillaAAaqwq/AGI-Super-Team1052 repos~472Automated safety check: PassMIT
TransformersK-Dense-AI/scientific-agent-skills48k1 repos~2.8kAutomated safety check: NotesApache-2.0
Proactive AgentLeoYeAI/openclaw-master-skills2.2k—~4.4kAutomated safety check: PassMIT
Proactive AgentLeoYeAI/openclaw-master-skills2.2k—~5.1kAutomated safety check: PassMIT
Hugging Face Transformers Usagedavila7/claude-code-templates32k12 repos~1.2kAutomated safety check: PassMIT
Transformers JSsickn33/agentic-awesome-skills47k1 repos~444Automated safety check: PassApache-2.0

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Questions about Proactive Agent Lite

What does Proactive Agent Lite do?

Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Proactive Agent Lite is an agent skill from aAAaqwq/AGI-Super-Team. Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns.

How do I install Proactive Agent Lite in Claude Code?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill proactive-agent-lite -a claude-code`. Or copy the skill folder (skills/proactive-agent-lite in aAAaqwq/AGI-Super-Team) into .claude/skills/proactive-agent-lite in your project. Claude Code loads it when a task matches its description.

How do I install Proactive Agent Lite in Codex?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill proactive-agent-lite -a codex`. Or copy the skill folder (skills/proactive-agent-lite in aAAaqwq/AGI-Super-Team) into .agents/skills/proactive-agent-lite in your project. Codex loads it when a task matches its description.

Can I use Proactive Agent Lite in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aAAaqwq/AGI-Super-Team --skill proactive-agent-lite -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/proactive-agent-lite, .gemini/skills/proactive-agent-lite, .github/skills/proactive-agent-lite and .opencode/skills/proactive-agent-lite in your project.

What does Proactive Agent Lite need to run?

SKILL.md names no scripts, command-line tools or credentials: Proactive Agent Lite is instructions for the agent only.

Does Proactive Agent Lite access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Proactive Agent Lite safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Proactive Agent Lite use?

Proactive Agent Lite is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Proactive Agent Lite use?

About 472 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Proactive Agent Lite?

Skills that share tags, products or a category with Proactive Agent Lite: Transformers (K-Dense-AI/scientific-agent-skills, 48k stars), Proactive Agent (LeoYeAI/openclaw-master-skills, 2.2k stars), Proactive Agent (LeoYeAI/openclaw-master-skills, 2.2k stars) and Hugging Face Transformers Usage (davila7/claude-code-templates, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Proactive Agent Lite?

aAAaqwq (a GitHub user) maintains it in aAAaqwq/AGI-Super-Team, which has 105 GitHub stars. The repository holds 161 skills in this directory. The repository was last updated on September 27, 2026.

Source: aAAaqwq/AGI-Super-Team on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.