OpenSkills Dev Orchestrator

Use this skill to decide which OpenSkills project skill or subagent to invoke first, and in what order, for the fastest safe outcome.

Routing Rules

1) Runtime failures or sandbox regressions

1. Start with openskills-runtime-debug.
2. If issue spans multiple execution paths or platforms, use runtime-sandbox-auditor subagent.
3. Re-run runtime tests before concluding.

2) Plugin/build feature changes

1. Start with openskills-plugin-separation.
2. If dependency topology is unclear, use wasm-plugin-build-specialist subagent.
3. Validate runtime default-feature behavior and binding impact.

3) Binding breakages (TS/Python)

1. Start with openskills-bindings-maintainer.
2. If both bindings are affected or unclear, use bindings-compatibility-agent subagent.
3. Return a compatibility matrix and migration notes if needed.

4) Skill package authoring or updates

1. Start with openskills-skill-authoring.
2. Use skill-spec-conformance-agent subagent when multiple skills or ambiguous triggers are involved.
3. Validate discovery and activation behavior.

5) End-to-end confidence checks

1. Start with openskills-e2e-test-runbook.
2. Use examples-e2e-agent subagent for scenario-heavy or flaky behavior investigations.
3. Capture scenario-by-scenario pass/fail and tool-call evidence.

6) Release preparation

1. Start with openskills-release-ops.
2. Use release-gatekeeper-agent subagent for final GO/NO-GO judgment.
3. Output blockers, risks, and rollback notes explicitly.

Escalation Heuristics

• Use a skill first when the workflow is deterministic and repeatable.
• Escalate to a subagent when the task needs deep cross-file reasoning, ambiguity handling, or parallel analysis.
• If a task is unresolved after one full skill pass, escalate to the corresponding subagent.

Output Contract

Always return:

1. Selected path (skill and/or subagent)
2. Why this path was chosen
3. Ordered execution plan
4. Success criteria