proactive-agent
FeaturedTransform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer for context survival, Compaction Recovery, and battle-tested security patterns. Part of the Hal Stack 🦞
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Quality Score: 89/100
Skill Content
Details
- Author
- 1mancompany
- Repository
- 1mancompany/OneManCompany
- Created
- 6 months ago
- Last Updated
- 2 weeks ago
- Language
- Python
- License
- Apache-2.0
Similar Skills
Semantically similar based on skill content — not just same category
proactive-awareness
Installs a standing duty for the AI to volunteer better tools, methods, and material information the user did not know to ask about — because novices cannot ask the right questions, and silence about a better path is a failure. Includes materiality thresholds and cadence rules so proactivity does not become noise. Use in collaborations with capability gaps — non-engineers building software, first-time founders, newcomers to any craft — especially when the AI watches the user do something slowly that has a fast path.
agent-native-architecture
Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.
self-improving-agent-loop
Architect a long-running agent system that measurably gets better instead of accumulating confident guesses — specialist micro-agents woken by events, a shared playbook, observed (not self-reported) outcomes as the training signal, and a critic that deletes unsupported claims. Use when building any autonomous or scheduled agent, a multi-agent system, a monitoring/growth agent, a "learns from feedback" feature, or when an existing agent's advice has drifted into plausible nonsense. Also use when deciding between one generalist agent and several specialists. Carries the attribution mechanism, the honesty mechanism, and the control-plane pattern that avoids exposing a laptop to the internet.