skill-autogenesisReview completed work, summarize reusable procedures, identify recurring workflow patterns, and decide whether to create a skill, patch an existing skill, st...
Install via ClawdBot CLI:
clawdbot install codeblackhole1024/skill-autogenesisGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/NousResearch/hermes-agent/blob/main/website/docs/developer-guAudited Apr 17, 2026 · audit v1.0
Generated May 22, 2026
An AI agent in a research lab analyzes customer data daily. The agent tracks its steps, identifies repetitive patterns (e.g., data cleaning, statistical tests), and creates reusable skill files to standardize future analyses.
A DevOps agent deploys microservices to Kubernetes. After each deployment, it summarizes the exact commands and checks used. When a pattern repeats (e.g., rolling back failed deployments), it auto-generates a skill to handle that scenario reliably.
A support agent resolves common issues (password resets, account unlocks). It captures resolved workflows and auto-creates skills for agents handling similar tickets, reducing handling time by automating steps.
A finance agent generates monthly compliance reports. It records the steps (SQL queries, Excel formatting, emailing stakeholders) and when observed monthly, creates a skill to automate the entire process from data extraction to distribution.
When setting up a new project, a developer agent clones repos, installs dependencies, configs. Over multiple similar setups, the agent detects the pattern and creates a reusable 'project bootstrap' skill for consistency.
Provide continuously updated skill packages to enterprise clients. Agents adapt by learning client-specific workflows and packaging them as reusable skills, charged per active skill or per agent.
Offer consulting to deploy agents with skill autogenesis in client environments. Optimize workflows, reduce manual effort, and charge project fees plus a share of efficiency gains.
Create a platform where agents publish and sell discovered skills. Agents from different clients contribute verified workflows, with revenue sharing from skill purchases.
💬 Integration Tip
Integrate with session search and memory systems to detect repetition across sessions; ensure agent has `skill_manage` capability to apply lifecycle actions like patch/edit.
Scored Jul 15, 2026
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