datascience
claudecodexData science project standards - notebook structure, rich output styling, copier scaffolding, and compliance review
20 skills · 15 commands
Critical document analysis with persona-driven risk scoring, iterative scorecard evaluation, and versioned corrections - plus adversarial-review, hostile red-team review of code and artefacts with pluggable expert adversaries
Plugin devils-advocate from marketplace stellarshenson-marketplace in stellarshenson/claude-code-plugins. Commands read from the repo's manifest — 3 days ago.
adversarial-reviewHostile, independent review - spawn fresh context-free reviewer subagents that try to BREAK a change. Two modes - diff bug-hunt and whole-repo audit. Multi-round - find, fix, re-confirm. Use before a risky commit/merge, a UI or terminal-UI ship, a shell installer, trusting an experiment's verdicts o
evaluateGenerate baseline devil's advocate evaluation. Produces concern catalogue with risk scores and scorecard. Requires setup to have been run first (devils_advocate.md and fact_repository.md must exist).
improveBridge between evaluate and iterate. Asks user how to address devil's concerns - user suggestions, auto-apply recommended options, or planning mode. Now integrated into iterate's Step 1 - use /devils-advocate:iterate directly.
iterateImprove document based on devil's concerns, create versioned file, re-score, rename with residual. Clear 4-step workflow - improve, version, score, rename. Re-scores in place when user made changes outside Claude.
runRun the full devil's advocate workflow end-to-end. Setup persona, evaluate baseline, then iterate corrections until residual risk is acceptable. Use when the user wants the complete analysis in one go.
setupSet up devil's advocate persona and fact repository for a target document. Use when starting a new critical analysis. Builds the devil persona (role, biases, triggers) and harvests verified facts from source materials.
/devils-advocate:adversarial-reviewHostile independent review by spawning fresh reviewer subagents that try to BREAK a change - invokes the devils-advocate:adversarial-review skill, seeding one of the expert adversaries; find, fix, re-confirm clean
/devils-advocate:evaluateGenerate the baseline concern catalogue and scorecard from the devil persona - step 2 of the workflow
/devils-advocate:iterateOne improvement cycle - decide approach, apply changes, version, re-score, rename with residual - step 3 of the workflow
/devils-advocate:runRun the full devil's advocate critical analysis workflow
/devils-advocate:setupBuild the devil's-advocate persona and harvest the fact repository for a target document - step 1 of the workflow
adjudicatorTurns adversarial-review findings into ONE change plan - materiality triaged first, grouped by root cause, the smallest changes that answer them without seeding the next round, and loop-introduced machinery reverted rather than refined. Use after an adversarial review returns findings: a multi-lens
adversarial-reviewerHostile red-team reviewer that tries to BREAK a change rather than approve it. The caller names one expert lens - architect, bug-hunter, qa-engineer, analyst, digital-marketer, data-scientist, methodologist, ux-designer, tui, devops, popular-science, slop-hunter or ai-engineer - and the reviewer arg
Data science project standards - notebook structure, rich output styling, copier scaffolding, and compliance review
20 skills · 15 commands
SVG infographic creation with grid-first design, CSS theme classes, dark/light mode, validation tools, and 60+ reference examples
7 skills · 6 commands · 1 agent
Micro project management - acceptance criteria and defects as markdown checklists with permanent ids, author handles, severity triage, and computed reports
6 skills · 5 commands · hooks
Project journal management - append-only entries, continuous numbering, verification, and archiving
6 skills · 5 commands
Structured document processing with source grounding (lexical-mode default: CPU-only frozen logistic with 3 effort tiers; optional semantic + NLI entailment), uniformization, PDF manipulation, and validation
5 skills · 5 commands
Autonomous build iteration orchestrator with multi-agent review, FSM-driven lifecycle, and YAML-configured workflows
4 skills · 1 command · 1 agent
Claude API and SDK documentation skill for building LLM-powered applications
19 skills
Design fluency for frontend development. 1 skill with 24 commands (/impeccable polish, /impeccable audit, /impeccable critique, etc.) and curated anti-pattern detection.
1 skill · 4 agents · hooks
AI-powered codebase understanding — analyze, visualize, and explain any project
9 skills · 10 agents · hooks
MetaHarness integration — surfaces score/genome/mint/mcp-scan/threat-model via skills; pairs with @metaharness/router (ADR-148/149) for cost-optimal model routing; honors ADR-150 optional-augmentation constraint
13 skills · 1 command · 1 agent · hooks
Generate natively editable PPTX from PDF / DOCX / URL / Markdown — real DrawingML shapes, text boxes, charts, and animations. Note: run `pip install -r requirements.txt` inside the installed plugin directory for the Python post-processing scripts to work.
1 skill
Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.
1 MCP server
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