Claude Code plugins for autonomous development workflows
stellarshenson/claude-code-plugins
Command Claude Code
Bump the patch version of every plugin in this marketplace. Does NOT touch pyproject.toml - the PyPI version is managed by make publish, and a release syncs the plugins to it. Use this only for a plugin-only bump outside a release; /release does its own sync.
stellarshenson/claude-code-plugins
Command Claude Code
Full release pipeline: lint + format, publish the library, sync plugins to its version, journal, commit, push. Use when shipping a finished session's work as a marketplace release.
stellarshenson/claude-code-plugins
Command
Run the autobuild orchestrator for structured improvement cycles.
stellarshenson/claude-code-plugins
Command
Hostile independent review by spawning fresh reviewer subagents - invokes the devils-advocate:adversarial-review skill, picking the adversary a data science project needs (data-scientist, architect, popular-science, ux-designer); find, fix, re-confirm clean.
stellarshenson/claude-code-plugins
Command
Add or fix footnotes in a notebook or markdown file using Jupyter-compatible anchor pattern.
stellarshenson/claude-code-plugins
Command
Add or fix progress bars in a notebook or script - choose classic (tqdm) or modern (rich) style.
stellarshenson/claude-code-plugins
Command
Apply rich output styling standards to a notebook or script - fix colors, formatting, print patterns.
stellarshenson/claude-code-plugins
Command
Apply the psychological prompting challenge - stakes, incentive, competitive framing. Use ONLY when the user explicitly asks for the challenge framing ("challenge me", "apply the challenge", "use competitive framing"); a hard problem alone is not the trigger, because the framing is a style the user opts into.
stellarshenson/claude-code-plugins
Command
Acquire a dataset into the project's external data directory - gitignored archive plus tracked licence sidecar generated from one spec - or audit the corpora a project already holds.
stellarshenson/claude-code-plugins
Command
Fix a notebook to comply with all standards - structure, styling, progress bars, header narrative.
stellarshenson/claude-code-plugins
Command
Port an existing project to copier-data-science standards or update an existing copier project.
stellarshenson/claude-code-plugins
Command
Write or update a hypothesis-driven experiments log and its SOTA design doc - record a round, or conclude the design.
stellarshenson/claude-code-plugins
Command
Create a new data science project from copier template.
stellarshenson/claude-code-plugins
Command
Create a new Jupyter notebook with proper structure, styling, and progress bars.
stellarshenson/claude-code-plugins
Command
Download every cited paper and write a structured digest into references/papers/ - the paper reference library for a project's design / experiment / hypothesis docs.
stellarshenson/claude-code-plugins
Command
Create or update an accessible, well-sourced popular-science article or explainer from technical work - hook, nut graf, ladder of abstraction, sourced-and-numbered claims, best-in-class figures, arc-back kicker with conclusions and next steps.
stellarshenson/claude-code-plugins
Command
Review a notebook or script for compliance with data science standards.
stellarshenson/claude-code-plugins
Command
Update a prompt, system instruction, or agent definition by applying a research-backed prompt engineering technique.
stellarshenson/claude-code-plugins
Command
Generate the baseline concern catalogue and scorecard from the devil persona - step 2 of the workflow.
stellarshenson/claude-code-plugins
Command
One improvement cycle - decide approach, apply changes, version, re-score, rename with residual - step 3 of the workflow.
stellarshenson/claude-code-plugins
Command
Build the devil's-advocate persona and harvest the fact repository for a target document - step 1 of the workflow.
stellarshenson/claude-code-plugins
Command
Ground claims against source material with the grounding CLI - single claim, one document, or many via sourcemap.yaml.
stellarshenson/claude-code-plugins
Command
PDF toolkit - extract text/tables, create/merge/split, fill and flatten forms, OCR scanned PDFs, batch-process.
stellarshenson/claude-code-plugins
Command
Build a structured deliverable from input documents - analyze, draft, verify, uniformize, deliver.