opendfm/xcientist/mechanism-commit-innovation
Claude Code and agent skill by opendfm/xcientist
Trust tier 3
- community
Source check pending
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-innovationSKILL.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
- Identify the defect from
defect_tags. - Generate the solution by instantiating the
atomic_blueprint. - 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.
Source
- SKILL.md in the repositoryCheckingsrc/agents/idea_agent/agent/skills/edit_operator_skills/mechanism-commit-innovation/SKILL.md
Popularity
- 7-day trend score
- 0
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