context-engineering

To load project context for a new repo-guided task, invoke the Skill to fetch durable project rules, relevant specifications, and targeted files. This anchors the model with bounded, relevant context before any edits are made, minimizing noise and drift.

Agent drift when switching subsystems happens because context is missing or noisy. Loading targeted project context and current errors enforces trust boundaries and anchors the model with only the files and patterns that matter for the current subsystem.

The best way to enforce trust boundaries is by prioritizing first-party sources and surfacing current errors or constraints. This approach ensures the agent relies on durable project guidance and relevant specifications rather than noisy or untrusted data.

Yes, you can load only the files and patterns that matter for the current task. The Skill selectively loads targeted files and durable project guidance to minimize context noise and prevent model performance drift during your coding workflow.

You need to reload repo context when starting a new repo-grounded task, switching subsystems, or when the model's performance drifts. Reloading bounded, relevant context anchors tasks and improves decision quality by fetching current errors and specifications.

Yes, this context-loading approach works without external dependencies. It operates independently to load durable project rules, relevant specs, and targeted files while enforcing trust boundaries and providing concise progress summaries for your repo-grounded tasks.