By shchen-idmod
IDM group skills scoped to disease modeling and epidemiology research.
Use this skill when the user wants to review or critique a disease model. Triggers include: 'review this model structure', 'check my parameterization', 'does this calibration make sense', or when IDM researchers share model code or outputs and want structured scientific feedback.
Use this skill when installing, setting up, or troubleshooting any IDM package or repository. Triggers include: installing a released IDM package from PyPI, setting up an IDM project environment from a GitHub repo or local path, running pip install or conda install against an IDM codebase, resolving dependency conflicts in scientific Python environments, or any request like 'install emodpy', 'install this repo', 'set up the environment for', or 'get this running'. Use this skill before writing any install commands - it determines the correct source, strategy, and mode based on what the user wants.
Use this skill when applying fixes to Python 3 code review findings from REVIEW.md. Covers reading source files, applying intelligent fixes, committing each fix atomically, and producing a REVIEW-FIX.md report. Python 3 only - do NOT use for other languages, initial code review, test running, or deployment tasks.
Reviews Python files for bugs, security issues, and code quality. Use when asked to review code, check before a PR, or audit .py files. Writes a structured REVIEW.md with findings.
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Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
A governed catalog of reusable AI skills for the Bill & Melinda Gates Foundation.
Compatible with: Claude.ai · Claude Code · GitHub Copilot · Cursor · any tool supporting Agent Skills
Available to all GF staff regardless of team or domain.
| Skill | Category | Owner |
|---|---|---|
| literature-review | Research | IDM |
| grant-writing | Communications | IDM |
| meeting-summarization | Operations | IDM |
| pipeline-documentation | Data | IDM |
| Skill | Group | Category | Owner |
|---|---|---|---|
| disease-modeling-review | IDM | Disease Modeling | IDM |
| python-code-reviewer | IDM | Software Tools | IDM |
| python-code-fixer | IDM | Software Tools | IDM |
| idm-pkg-install | IDM | Software Tools | IDM |
foundation-wide/skills/<category>/)For skills useful to all GF staff regardless of team.
| Category | What belongs here |
|---|---|
research/ | Literature review, evidence synthesis, citation management |
communications/ | Grant writing, report drafting, stakeholder updates |
operations/ | Meeting summaries, project tracking, process documentation |
data/ | Pipeline docs, data dictionaries, analysis writeups |
learning/ | Onboarding guides, training materials, knowledge capture |
Requires 2 approvals from the Skills Working Group.
groups/<your-group>/skills/)For skills scoped to a specific GF team or program.
| Group | Team |
|---|---|
idm/ | Institute for Disease Modeling |
global-health/ | Global Health program |
global-development/ | Global Development program |
policy/ | Policy & Advocacy |
finance/ | Finance |
it/ | IT & Engineering |
Requires 1 approval from your team lead.
# Add this marketplace once
/plugin marketplace add gatesfoundation/gf-agent-skills
# Install by group
/plugin install foundation-wide-skills@gf-agent-skills
/plugin install idm-skills@gf-agent-skills
/plugin install global-health-skills@gf-agent-skills
# Package skills as ZIPs
python scripts/deploy.py --package --plugin foundation-wide
python scripts/deploy.py --package --plugin idm
Then upload ZIPs at:
claude.ai → Settings → Customize → Skills → Upload skillclaude.ai → Organization Settings → Skills → UploadSee docs/claude-ai-deployment.md for the full guide including updates and troubleshooting.
# Validate all skills (default — no flags needed)
python scripts/deploy.py
# Validate a specific plugin or skill
python scripts/deploy.py --plugin foundation-wide
python scripts/deploy.py --plugin idm --skill disease-modeling-review
See CONTRIBUTING.md and docs/SKILL_TEMPLATE.md.
npx claudepluginhub shchen-idmod/gf-agent-skills --plugin idm-skillsSkills useful to everyone in the idm.
Foundation-wide skills available to all GF staff.
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