agent-kernel

Local-first governance, memory, architecture conformance, and safety layer for AI coding agents. Use Agent Kernel when the user wants Claude Code, Codex, Cursor, OpenCode, Antigravity, Gemini CLI, or AGENTS.md-compatible agents to share persistent rules, preferences, workflows, Failure Lessons, episodic memory, approval inbox proposals, generated guidance files, MCP tools, hooks, deterministic command guards, or reviewed architecture boundaries. Best triggers include: remember this rule, save this workflow, propose memory, search past episodes, capture this failure, learn from this error, prevent architecture drift, search before creating a service, create a change contract, baseline existing debt, install agent guidance, safe-link this repo, configure MCP, add a guard policy, or make multiple coding agents follow the same standards without repeating context.

Local-first governance, memory, architecture conformance, and safety layer for AI coding agents. Use this skill to install Agent Kernel, capture durable rules and Failure Lessons, share memory across Claude Code, Codex, Cursor, OpenCode, Antigravity, and Gemini CLI, enforce architecture conformance, search episodes, run change contracts, install hooks, configure MCP, or make multiple coding agents follow the same standards. Triggers: remember this rule, save this workflow, capture this failure, search past episodes, learn from this error, prevent architecture drift, search before creating a service, create a change contract, baseline existing debt, install agent guidance, safe-link this repo, configure MCP, add a guard policy.

Prevent AI coding agents from introducing architectural drift. Use before non-trivial features, refactors, cross-module fixes, new services, new dependencies, schema changes, public API changes, or edits governed by a change contract. Architecture Guardian is a local-first conformance workflow with discovery, dependency rules, change contracts, baselines, scoped expiring exceptions, and reuse-first search.

Local-first governance, memory, architecture conformance, and safety layer for AI coding agents. Use this skill to install Agent Kernel, capture durable rules and Failure Lessons, share memory across Claude Code, Codex, Cursor, OpenCode, Antigravity, and Gemini CLI, enforce architecture conformance, search episodes, run change contracts, install hooks, configure MCP, or make multiple coding agents follow the same standards. Triggers: remember this rule, save this workflow, capture this failure, search past episodes, learn from this error, prevent architecture drift, search before creating a service, create a change contract, baseline existing debt, install agent guidance, safe-link this repo, configure MCP, add a guard policy.

Prevent AI coding agents from introducing architectural drift. Use before non-trivial features, refactors, cross-module fixes, new services, new dependencies, schema changes, public API changes, or edits governed by a change contract. Architecture Guardian is a local-first conformance workflow with discovery, dependency rules, change contracts, baselines, scoped expiring exceptions, and reuse-first search.

Prevent AI coding agents from introducing architectural drift. Use before non-trivial features, refactors, cross-module fixes, new services, new dependencies, schema changes, public API changes, or edits governed by a change contract.