opendfm/xcientist/mechanism-commit-innovation

Claude Code and agent skill by opendfm/xcientist

Trust tier 3
  • community
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Checking that the SKILL.md file is still in the repository.

Commit to one concrete mechanism-level innovation by strengthening one weak existing component and keep scaffolding secondary to the task-solving path.

Install

npx vskill@latest install opendfm/xcientist/mechanism-commit-innovation

SKILL.md

defect_tags

  • stagnant_novelty
  • unclear_mechanism
  • validation_gap

guardrails

  • Name the exact mechanism being introduced and the existing component it strengthens or replaces.
  • Keep one main mechanism; move supporting implementation details to notes or protocols.
  • Prefer direct replacement of the weak internal block over adding a broader coordination structure.
  • Use the smallest validation suite that can falsify the core mechanism.

structural_mode

  • local_refinement

scope_preference

  • existing_component

requires_control_centered_parent

  • false

atomic_blueprint

  • REPLACE_COMPONENT(weak_internal_component -> refined_internal_component)
  • ADD_PROTOCOL(ablation)

required_protocols

  • ablation

avoid_combinations

  • ADD_COMPONENT(refined_internal_component) 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

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

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