daiki chiba
Community@daikichiba9511 · Chiba
ML Engineer (kaggle, computer vision)
Agent Skills by daiki chiba
Showing 22 vetted skills indexed across 1 GitHub repositories.
commit
Convert git diffs into Conventional Commits compliant commit messages.
learn
Summarize session learnings into a structured feedback report.
ml-consistency
Compare train and inference pipelines for consistent preprocessing and feature extraction.
update-docs
Analyze code diffs and update README, API, and CHANGELOG documentation.
plan
Create structured project plans with requirements, tasks, and success criteria.
code-review
Analyze code coupling strength and detect connascence issues across modules.
refactor-clean
Execute minimal test-driven refactors to improve code readability while preserving behavior.
ml-iterate
Automates hypothesis-driven ML experiment iteration workflows with structured documentation and tracking.
to-docs
Summarize session content into a structured Markdown document.
ml-docs
Organize Kaggle ML experiment documentation into a 3-layer structure.
architect
Design system architectures with component boundaries and trade-off analysis.
ml-cleanup
Identify dead code, unused imports, and duplicated logic in ML experiment scripts.
build-error-resolver
Analyze build error logs to identify root causes and generate resolutions.
tdd
Guide development through the RED-GREEN-REFACTOR cycle for TDD workflows.
analysis-discus
Organize topic analysis, multi-perspective discussion, and actionable conclusions.
security-review
Identify security vulnerabilities in codebases using OWASP Top 10 checks.
zettel-compose
Consolidate Zettel memos into structured outlines and full drafts.
zettel-link
Scan Zettel memos and propose prioritized links between related concepts.
zettel-create
Create atomic Zettel memos from research themes or provided content.
skill-creator
Automate the creation, evaluation, and iteration of Claude skills with SKILL.md.
zettel-init
Create Zettelkasten directory structures with index.md, structs/, and outputs/ templates.
prose-lint
Detect readability and stylistic issues in Japanese prose with suggested fixes.