Feed agents the right information at the right time. Use when starting a session, switching tasks, or when output quality drops due to missing or stale context.
npx claudepluginhub v1truv1us/ai-eng-system --plugin ai-eng-learningThis skill uses the workspace's default tool permissions.
Ensure that agents receive the right information at the right time. Context engineering is the practice of actively managing what an agent knows, rather than hoping it discovers what it needs.
Creates isolated Git worktrees for feature branches with prioritized directory selection, gitignore safety checks, auto project setup for Node/Python/Rust/Go, and baseline verification.
Executes implementation plans in current session by dispatching fresh subagents per independent task, with two-stage reviews: spec compliance then code quality.
Dispatches parallel agents to independently tackle 2+ tasks like separate test failures or subsystems without shared state or dependencies.
Ensure that agents receive the right information at the right time. Context engineering is the practice of actively managing what an agent knows, rather than hoping it discovers what it needs.
CLAUDE.md, AGENTS.md, .claude/rules/: persistent project-level guidanceWhen starting a task, gather:
When delegating to a subagent, include:
| Rationalization | Reality |
|---|---|
| "The agent can search the codebase itself" | Search is expensive and imprecise. Targeted context is faster and more accurate. |
| "More context is always better" | Excess context wastes window space and increases noise. |
| "I will load context once at the start" | Context needs change as tasks progress. |