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Workflows

Each instruction tool maps to a detailed workflow specification describing trigger conditions, required skills, decision points, and success chains. The workflows are described using finite state machine (FSM) diagrams and execution sequence diagrams.

#WorkflowInstruction ToolKey SkillsSuccess Chains
00Meta-Routingmeta-routingscope-clarification, ambiguity-detectionTerminal node
01Bootstraptask-bootstrapreq-analysis, req-scopedesign, implement, research, + 9 more
03Designsystem-designarch-system, arch-securityfeature-implement, policy-govern
04Planstrategy-planstrat-roadmap, strat-prioritisationfeature-implement, enterprise-strategy
05Implementfeature-implementreq-analysis, arch-systemtest-verify, code-review
06Physics Analysisphysics-analysisqm-, gr-code-review, feature-implement
07Evaluatequality-evaluateeval-output-grading, bench-blind-comparisonprompt-engineering, code-refactor
08Reviewcode-reviewqual-review, qual-securitypolicy-govern, code-refactor
09Testingtest-verifyqual-code-analysis, bench-eval-suitecode-review, issue-debug
10Debugissue-debugdebug-assistant, debug-root-causetest-verify, code-refactor
11Refactorcode-refactorqual-refactoring-priority, gr-geodesic-refactortest-verify, code-review
12Adaptrouting-adaptadapt-aco-router, adapt-hebbian-routeragent-orchestrate, quality-evaluate
13Documentdocs-generatedoc-readme, doc-api, doc-runbookcode-review, enterprise-strategy
14Enterpriseenterprise-strategylead-transformation-roadmap, lead-capability-mappingpolicy-govern, system-design
15Governpolicy-governgov-prompt-injection-hardening, gov-workflow-compliancecode-review, fault-resilience
16Orchestrateagent-orchestrateorch-agent-orchestrator, orch-result-synthesisquality-evaluate, fault-resilience
17Prompt Engineeringprompt-engineeringprompt-engineering, prompt-refinementquality-evaluate, policy-govern
18Researchevidence-researchsynth-research, synth-enginestrategy-plan, system-design
19Resiliencefault-resilienceresil-homeostatic, resil-redundant-voterpolicy-govern, quality-evaluate
20Onboard Projectproject-onboardTerminal node

The meta-routing workflow is the universal entry point. It classifies every incoming request and dispatches to the appropriate instruction tool:

flowchart TD
    Request([User Request])
    Meta[meta-routing]
    Bootstrap[task-bootstrap]
    Design[system-design]
    Implement[feature-implement]
    Research[evidence-research]
    Review[code-review]
    Debug[issue-debug]
    Plan[strategy-plan]
    Other[... 14 more tools]

    Request --> Meta
    Meta -->|unclear scope| Bootstrap
    Meta -->|architecture| Design
    Meta -->|build feature| Implement
    Meta -->|gather info| Research
    Meta -->|code review| Review
    Meta -->|something broken| Debug
    Meta -->|plan/roadmap| Plan
    Meta -->|specialist| Other
    Bootstrap -->|scope locked| Design
    Bootstrap -->|scope locked| Implement
    Bootstrap -->|scope locked| Research

All workflow FSMs use stateDiagram-v2 (Mermaid). States represent cognitive phases; transitions show conditions that move execution forward or back.

Common re-entry transitions (backward arrows) represent:

  • Reflective interruption — quality check reveals insufficient output
  • Scope revision — new information changes requirements
  • Model escalation — cheap model cannot resolve; escalate to strong