akashgit/srf/workflow-outer-loop

Claude Code and agent skill by akashgit/srf

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Outer loop evolutionary search — evolve workflow DAGs against benchmarks. Runs seed → evaluate → reflect → evolve → convergence gate with RELOOP. Terminal mode — does not chain to other modes. Use when the user says 'outer-loop', 'evolve workflows', or wants evolutionary search for optimal workflow topologies.

Install

npx vskill@latest install akashgit/srf/workflow-outer-loop

SKILL.md

Outer Loop Workflow

The user wants: $ARGUMENTS

Step: Seed

Initialize the evolutionary search. The CEO must track $GENERATION=0 after this step. All subsequent evaluate/reflect/evolve commands use the current $GENERATION value.

bash
factory outer-loop calibrate $PROJECT_PATH

Step: Evaluate

Substitute {generation} with the current $GENERATION value.

bash
factory outer-loop evaluate $PROJECT_PATH --generation {generation}

Step: Reflect

Substitute {generation} with the current $GENERATION value.

bash
factory outer-loop reflect $PROJECT_PATH --generation {generation}

Step: Evolve

Substitute {generation} with the current $GENERATION value. After this step completes, increment $GENERATION by 1.

bash
factory outer-loop evolve $PROJECT_PATH --generation {generation}
Gate — Converge (Automated)

MANDATORY: Wait for the preceding agent to finish, then run this check BEFORE spawning the next agent. Do NOT run agents in parallel across this gate.

bash
factory outer-loop status $PROJECT_PATH --check-converge
  • PROCEED (exit 0 / no FAIL in output) → continue to promote
  • RELOOP (exit non-zero / FAIL in output) → return to evaluate for the next iteration.

On RELOOP: return to `evaluate` (max 3 iterations)

Step: Promote

The search has converged. Read the status output to find the best mode name, then run: factory outer-loop promote {project_path} --mode-name <best_mode> --permanent-name evolved

bash
factory outer-loop status $PROJECT_PATH

Security

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