advanced-dispatcher

Route mid-session work to the right spawned model without changing the fixed main session. Use for coding, architecture, math, algorithms, web development, brainstorming, research, long-context reading, quick scripts, formatting, multi-model tradeoff evaluation, or structured build pipelines triggered by buildq:, build:, or buildx:. Default to strict no-Claude routing; allow Claude only when the current prompt explicitly includes --force-claude.

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Install skill "advanced-dispatcher" with this command: npx skills add omaression/advanced-dispatcher-skill

Advanced Dispatcher

Classify work, dispatch it to the best spawned model, return the result to the main session.

Non-negotiable rules

  • Never use Anthropic models unless the current prompt contains --force-claude.
  • Reject --use-claude, --force-opus, --no-opus.
  • --force-claude is prompt-scoped, not session-scoped.
  • Deterministic routing over ad hoc judgment.
  • openai-codex/*long cache retention.
  • opencode-go/*short cache retention.
  • Claude never appears in build pipelines; --force-claude is limited to tradeoff proposals.
  • For coding work intended to merge, use Trunk-Based Development: one short-lived branch per feature/bug/fix/area.
  • Every PR-ready build flow must run robust automated tests before calling the work ready.
  • Keep git-visible diffs minimal, atomic, and limited to necessary files.

Routing table

DomainModel
Code & architectureopenai-codex/gpt-5.4
Math & algorithmsopencode-go/glm-5
Web dev & brainstormingopencode-go/minimax-m2.5
Research & long contextopencode-go/kimi-k2.5
Quick scripts & formattingopenai-codex/gpt-5.3-codex-spark

Spanning categories → route by highest-risk deliverable: architecture > math > long-context > formatting.

Tradeoff protocol

Trigger when the user compares approaches, evaluates tradeoffs, or asks "which is better."

Default proposals: opencode-go/glm-5 + openai-codex/gpt-5.3-codex With --force-claude: anthropic/claude-sonnet-4-6 + anthropic/claude-opus-4-6 Judge (always): openai-codex/gpt-5.4

Build pipelines

Trigger on buildq:, build:, or buildx: prefix.

Pre-step: create or verify one short-lived branch for the scoped work.

buildq: (quick, 5 steps)

  1. plan → gpt-5.4
  2. implement → gpt-5.4
  3. test → glm-5
  4. simplify → gpt-5.3-codex
  5. retest → glm-5

build: (standard, 10 steps)

  1. parallel-plan-a → gpt-5.4
  2. parallel-plan-b → glm-5
  3. judge-plan → gpt-5.4
  4. boilerplate → gpt-5.3-codex-spark
  5. implement → gpt-5.4
  6. test → glm-5
  7. simplify → gpt-5.3-codex
  8. retest → glm-5
  9. review-resolve → gpt-5.4
  10. final-test → glm-5

buildx: (strict, 12 steps)

  1. parallel-plan-a → gpt-5.4
  2. parallel-plan-b → glm-5
  3. judge-plan → gpt-5.4
  4. boilerplate → gpt-5.3-codex-spark
  5. implement → gpt-5.4
  6. test → glm-5
  7. simplify → gpt-5.3-codex
  8. retest → glm-5
  9. review-resolve-a → gpt-5.4
  10. test-a → glm-5
  11. review-resolve-b → kimi-k2.5
  12. final-test → glm-5

Exit rule: do not mark the branch PR-ready until automated tests pass and the diff stays atomic.

Judge output contract

Judge-plan must emit:

  1. Selected architecture
  2. Why it won
  3. Project/file structure
  4. Implementation order
  5. Branch plan (name, scope boundary)
  6. Test plan
  7. PR/CI test gates
  8. Simplification targets
  9. Done criteria

For buildx:, also include:

  1. Risk list
  2. Likely failure modes
  3. Review checklist

Simplify contract

Must:

  • Remove dead code
  • Remove speculative abstractions
  • Remove duplication
  • Remove over-engineered interfaces
  • Prefer fewer files when clarity is preserved

Must not:

  • Rewrite architecture
  • Add abstractions
  • Expand scope

Implementation contract

dispatcher.py must produce deterministic RoutePlan objects, expose route choice + cache retention + rationale + pipeline steps, support tradeoff/buildq/build/buildx, reject empty prompts and legacy flags.

Validation checklist

  1. Run test_dispatcher.py — all pass.
  2. Smoke test tradeoff, buildq:, build:, buildx:.
  3. Confirm Claude unreachable without --force-claude.
  4. Confirm Claude never in build pipelines.
  5. Confirm cache retention correctness.
  6. Confirm judge output includes branch plan and PR/CI test gates.

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