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Implementation plan

This plan tracks public GeneCluster improvements.

Phase 0: Public foundation

  • maintain the public repository boundary;
  • keep examples public or synthetic;
  • run static path, secret, artifact, link, and mirror checks;
  • document security reporting and contribution rules.

Phase 1: Campaign contracts

  • define manifests and ledgers;
  • define route cards and claim limits;
  • provide tracker-neutral work-unit templates;
  • provide solo-agent prompts.

Phase 2: Evidence and review

  • normalize candidate and cluster outputs;
  • preserve tool disagreement;
  • add claim checks;
  • build accessible tables, figures, and review pages.

Phase 3: External execution

  • define portable launch manifests;
  • require immutable images and verified downloads;
  • use least-privilege identities;
  • return only approved summaries;
  • verify cleanup.

Phase 4: Tool integration

  • add public fixtures;
  • record exact versions and output contracts;
  • update the tool knowledge base;
  • promote a tool only after its public fixture passes.