opendfm/xcientist/speculative-execution-with-repair

Claude Code and agent skill by opendfm/xcientist

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  • community
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Checking that the SKILL.md file is still in the repository.

Introduce speculative or optimistic execution plus explicit repair so the system can pursue fast paths without giving up recoverability.

Install

npx vskill@latest install opendfm/xcientist/speculative-execution-with-repair

SKILL.md

defect_tags

  • over_conservative_execution
  • latency_bottleneck
  • rollback_blindspot

guardrails

  • Define when speculation triggers and how mis-speculation is detected.
  • Bound repair cost and rollback scope.
  • Compare against a conservative baseline under matched experimental conditions.

structural_mode

  • path_branching

scope_preference

  • execution_path

requires_control_centered_parent

  • false

atomic_blueprint

  • ADD_COMPONENT(speculative_executor)
  • ADD_COMPONENT(repair_handler)
  • REWIRE(speculative_executor -> repair_handler)
  • ADD_PROTOCOL(ablation,stress)

required_protocols

  • ablation
  • stress

avoid_combinations

  • REMOVE_COMPONENT(repair_handler) in the same plan

execution_logic

  1. Identify the defect from defect_tags.
  2. Generate the solution by instantiating the atomic_blueprint.
  3. Format: FUNCTION_NAME(ARGUMENTS) -> REASONING

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

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Source

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