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dirac-reviewer

Use for strict production gate reviews of Dirac orchestration outputs across physics quality, KB quality, UI readiness, and contract completion.

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Overview

Use for strict production gate reviews of Dirac orchestration outputs across physics quality, KB quality, UI readiness, and contract completion.

Install command

npx skills add https://github.com/photonics-dhl/Dirac_solver --skill dirac-reviewer

Copy and paste this command into Claude Code to install the skill

Source

photonics-dhl/Dirac_solver

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Forks0

UpdatedApril 17, 2026 at 06:31

SKILL.md

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name	dirac_reviewer
description	Use for strict production gate reviews of Dirac orchestration outputs across physics quality, KB quality, UI readiness, and contract completion.

Dirac Reviewer Skill

Use When

Execution artifacts are ready for release decision.

Outputs

checks.accuracy_ok
checks.benchmarks_aligned_ok
checks.kb_richness_ok
checks.octopus_ok
checks.ui_ok
checks.ui_rendering_ok
checks.skills_contracts_ok
repair_type
repair_confidence
final_verdict

Checklist

Validate relative_error <= threshold.
Compare TDDFT observables against classic Octopus benchmark cases and flag material deviations.
Validate KB hit count and unique source diversity.
Review UI aesthetics and operability with desktop + mobile evidence, not URL reachability only.
Require benchmark delta review fields (relative_error/threshold/margin) before final PASS.
Validate planner/executor/reviewer output contracts are complete.
Return PASS only when all checks are true.

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Source

photonics-dhl

photonics-dhl/Dirac_solver

View GitHub Repository View Creator Repositories

Install command

Download

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Useful forSOC

Software Quality Assurance Analysts and TestersComputer and Mathematical Occupations15-1253L4

name	dirac_reviewer
description	Use for strict production gate reviews of Dirac orchestration outputs across physics quality, KB quality, UI readiness, and contract completion.

Dirac Reviewer Skill

Use When

Execution artifacts are ready for release decision.

Outputs

checks.accuracy_ok
checks.benchmarks_aligned_ok
checks.kb_richness_ok
checks.octopus_ok
checks.ui_ok
checks.ui_rendering_ok
checks.skills_contracts_ok
repair_type
repair_confidence
final_verdict

Checklist

Validate relative_error <= threshold.
Compare TDDFT observables against classic Octopus benchmark cases and flag material deviations.
Validate KB hit count and unique source diversity.
Review UI aesthetics and operability with desktop + mobile evidence, not URL reachability only.
Require benchmark delta review fields (relative_error/threshold/margin) before final PASS.
Validate planner/executor/reviewer output contracts are complete.
Return PASS only when all checks are true.