10-of-my-most-popular-text-to-image-series-prompts-78b0897e
generate a bunch of images, then you curate the results to handpick the best ones
Super Proactive Agent
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install heldinhow/super-proactive打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
The ultimate proactive + memory system for AI agents. Combines the best of 11 top-rated skills into one unified architecture.
Most AI agents just wait for prompts. This skill transforms your agent into a proactive partner that:
workspace/
+-- MEMORY.md # Long-term memory (curated learnings)
+-- SESSION-STATE.md # Working buffer (HOT - survives flush)
+-- memory/
| +-- YYYY-MM-DD.md # Daily logs (episodic)
+-- QUEUE.md # Task queue (Ready/In Progress/Done)
+-- skills/ # Procedural memory
The agent writes critical details to SESSION-STATE.md BEFORE responding. Every decision, correction, and important detail is logged immediately.
# Example: Log a decision
echo "$(date) - Decision: Using model for generation" >> SESSION-STATE.md
Run background tasks without prompting:
SESSION-STATE.md survives context flush. Always read/write this file for:
QUEUE.md with states:
Create these files in your workspace:
mkdir -p memory/$(date +%Y-%m-%d)
touch SESSION-STATE.md QUEUE.md
## Every Heart...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# Super Proactive Agent **The ultimate proactive + memory system for AI agents.** Combines the best of 11 top-rated skills into one unified architecture. --- ## Why This Skill? Most AI agents just wait for prompts. This skill transforms your agent into a proactive partner that: - Anticipates needs without being asked - Remembers everything important - Runs background tasks autonomously - Gets better over time --- ## Architecture Overview ``` workspace/ +-- MEMORY.md # Long-term memory (curated learnings) +-- SESSION-STATE.md # Working buffer (HOT - survives flush) +-- memory/ | +-- YYYY-MM-DD.md # Daily logs (episodic) +-- QUEUE.md # Task queue (Ready/In Progress/Done) +-- skills/ # Procedural memory ``` --- ## Core Features ### 1. WAL Protocol (Write-Ahead Logging) The agent writes critical details to SESSION-STATE.md BEFORE responding. Every decision, correction, and important detail is logged immediately. ```bash # Example: Log a decision echo "$(date) - Decision: Using model for generation" >> SESSION-STATE.md ``` ### 2. Three-Tier Memory System - **Episodic** (memory/YYYY-MM-DD.md) - What happened today - **Semantic** (MEMORY.md) - What I know (long-term) - **Procedural** (skills/) - How to do things ### 3. Autonomous Crons Run background tasks without prompting: - Every 30min: Check queue, health, memory - Every 4h: Research topic, update insights - Daily 18h: Summary, cleanup ### 4. Working Buffer SESSION-STATE.md survives context flush. Always read/write this file for: - Current project context - Pending decisions - Active tasks ### 5. Task Queue QUEUE.md with states: - **Ready** - Tasks to do - **In Progress** - Currently working - **Done** - Completed - **Blocked** - Waiting --- ## Quick Setup ### 1. File Structure Create these files in your workspace: ```bash mkdir -p memory/$(date +%Y-%m-%d) touch SESSION-STATE.md QUEUE.md ``` ### 2. Update HEARTBEAT.md ```markdown ## Every Heart...
generate a bunch of images, then you curate the results to handpick the best ones
generate a bunch of images, then you curate the results to handpick the best ones
Productivity system based on Maya calendar with 13 natural tones for project management and personal development
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.