How mikubaka88/ccfa-skills works
CCFA Skills is a family of specialized research-paper skills, not a single application with a fixed execution pipeline. A researcher brings a task; shared humanization and coordination guidance precede the relevant skill, which produces its task-specific work. Major capabilities span ideation, literature and experiments, writing and review, figures, and submission. The README documents this coordination and task coverage, but the sampled source does not establish detailed runtime call chains between most skills; those links are therefore shown only where documented.
Main entry points: ccf-common/SKILL.md Shared coordination · ccf-humanization/SKILL.md Humanization · ccf-visual-composer Visual composition · ccf-pipeline-orchestrator Pipeline planning
Components 19
Shared foundation
- Humanization
ccf-humanization/SKILL.md - Shared coordination
ccf-common/SKILL.md - Pipeline planning
ccf-pipeline-orchestrator - Project setup
ccf-project-scaffolder
Research development
- Idea review
ccf-idea-reviewer/SKILL.md - Idea development
ccf-idea-optimizer/SKILL.md
Evidence work
- Literature search
ccf-literature-searcher - Literature monitoring
ccf-literature-monitor - Experiment design
ccf-experiment-designer/SKILL.md - Integrity audit
ccf-integrity-auditor/SKILL.md
Paper development
- Paper review
ccf-paper-reviewer - Paper writing
ccf-paper-writer - Rebuttal writing
ccf-rebuttal-writer - Exemplar learning
ccf-paper-to-exemplar
Delivery and upkeep
- Visual composition
ccf-visual-composer - Plot recipes
ccf-visual-composer/resources/python/ccfa_plot_recipes.py - Submission checks
ccf-submission-checker - Skill maintenance
ccf-skill-forger
Other components
- Researcher
Connections 18
- Researcher → Humanization: starts with
README.md - Humanization → Shared coordination: enables rules
README.md - Shared coordination → Pipeline planning: coordinates
- Shared coordination → Project setup: routes tasks
- Shared coordination → Idea review: routes tasks
README.md - Shared coordination → Idea development: routes tasks
README.md - Shared coordination → Literature search: routes tasks
README.md - Shared coordination → Literature monitoring: routes tasks
README.md - Shared coordination → Experiment design: routes tasks
README.md - Shared coordination → Integrity audit: routes tasks
README.md - Shared coordination → Paper review: routes tasks
README.md - Shared coordination → Paper writing: routes tasks
README.md - Shared coordination → Rebuttal writing: routes tasks
README.md - Shared coordination → Exemplar learning: routes tasks
README.md - Shared coordination → Visual composition: routes tasks
README.md - Shared coordination → Submission checks: routes tasks
README.md - Shared coordination → Skill maintenance: routes tasks
README.md - Visual composition → Plot recipes: uses recipes
README.md