Scope drift
Explicit contracts per task. Ask for 5 things, get 5 — or hear exactly what is blocked and why.
Engineering discipline for Codex CLI — exploration, planning, verification, and blast-radius rules with explicit skill routing and AGENTS.md integration.
Explicit contracts per task. Ask for 5 things, get 5 — or hear exactly what is blocked and why.
Mandatory exploration and consumer checks before changing anything shared across files.
Plans on disk with checkpoint updates every 2-3 edits. Compaction is survivable by default.
Done means typecheck passed, linter is clean, tests run, and the domain checklist is complete.
Every skill is a Codex-native contract designed for AGENTS.md integration. The conductor routes tasks to the right discipline, and each skill enforces its own rules through the Codex sandbox.
Mention lbyl-conductor, lbyl-systematic-debugging, or lbyl-frontend-design by name. The model loads the right contract for the right task, keeping context lean.
Non-trivial work generates masterPlan.md and sends it through Orbit for human review via MCP tools. Implementation begins only after approval.
The default rails. Exploration, blast-radius checks, no type shortcuts, explicit verification.
Narrower disciplines for specific task types. The system routes to the right one automatically.
Creative disciplines for building polished interfaces and authoring new reusable skills.
The plugin turns the session into a sequence that can be inspected: explore first, write the plan, execute with the right disciplines, then verify.
One script installs all Codex-native skills plus upstream references. If Orbit is available locally, it also builds and registers the MCP server.
bash scripts/install-codex-skills.sh