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Legacy update entry for existing Vibe-Skills installations.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Vibe Code Orchestrator (VCO) is a governed runtime entry that freezes requirements, bounds execution, and enforces verification and phase cleanup.
Comprehensive citation management for academic research. Resolve bibliographic identifiers, extract accurate metadata, validate citations, deduplicate references, and generate properly formatted BibTeX entries. This skill should be used when you need to verify citation information, convert DOIs/PMIDs/arXiv IDs to BibTeX, or ensure reference accuracy in scientific writing.
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
Claude Skills meta-skill: extract domain material (docs/APIs/code/specs) into a reusable Skill (SKILL.md + references/scripts/assets), and refactor existing Skills for clarity, activation reliability, and quality gates.
Design experiments and quasi-experiments before analysis. Use when choosing study design, treatment/control structure, outcomes, assumptions, validation plans after scientific experiment failure, or which of DiD, ITS, synthetic control, or regression discontinuity fits the research question. For fitting models or estimating effects on existing data, use performing-causal-analysis instead.
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Also owns explicit HypoGeniC-style or automated LLM-driven hypothesis generation/testing requests inside this single skill. For open-ended ideation use scientific-brainstorming.
| name | vibe-upgrade |
| description | Legacy update entry for existing Vibe-Skills installations. |
This is a legacy compatibility entry owned by canonical vibe, the only governed runtime authority for this repository. Do not route it as a normal vibe task, do not launch specialist workflows, and do not write requirement or plan documents.
Use the simple installer update command for the skills directory that contains the installed vibe folder:
PYTHONPATH="$REPO_ROOT/apps/vgo-cli/src" python -m vgo_cli.main update --skills-dir "$SKILLS_DIR" --repo-root "$REPO_ROOT"
$env:PYTHONPATH = Join-Path $repoRoot 'apps\vgo-cli\src'
py -3 -m vgo_cli.main update --skills-dir $skillsDir --repo-root $repoRoot
If the user did not provide a skills directory, ask for the directory that contains the installed vibe folder. The default is ~/.agents/skills.
Request: $ARGUMENTS