agent-matrix-optimizer

Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer

1.40x

Quality

43%

Does it follow best practices?

Impact

87%

1.40x

Average score across 3 eval scenarios

Securityby

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./.agents/skills/agent-matrix-optimizer/SKILL.md

Evaluation results

86%

41%

Large-Scale Sparse Linear System Solver

Sparse solver method and convergence parameters

Criteria

Without this skill

With this skill

COO format structure

50%

100%

Neumann series method

100%

Epsilon 1e-8

100%

MaxIterations 1000

100%

Pre-solve dominance check

100%

Preprocessing for non-dominant

20%

30%

Solution report output

100%

Error handling

62%

Analysis before solve ordering

100%

Validation phase

50%

76%

15%

Matrix Solver Readiness Analysis Tool

Matrix property analysis workflow

Criteria

Without this skill

With this skill

Diagonal dominance check

100%

Symmetry check

100%

Condition number estimation

100%

Spectral gap computation

30%

70%

Dominance failure recommendation

41%

100%

Analysis-before-solve ordering

100%

Structured JSON report

80%

100%

Preprocessing phase present

10%

60%

Validation phase present

12%

Error handling

40%

100%

19%

Sublinear Solution Entry Estimator

Targeted entry estimation parameters

Criteria

Without this skill

With this skill

Random-walk method

66%

100%

Epsilon 1e-6

16%

100%

Confidence 0.95

100%

Pre-estimation matrix analysis

100%

Diagonal dominance check

100%

Condition number estimation

100%

Entry-specific targeting

100%

Estimation report output

100%

Error handling

50%

100%

Analysis-before-estimation ordering

100%

Repository: ruvnet/ruflo
Path: .agents/skills/agent-matrix-optimizer/SKILL.md
Commit: db49919

Evaluated: 6 months ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Matrix Solver Readiness Analysis Tool Large-Scale Sparse Linear System Solver Sublinear Solution Entry Estimator

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