Agent skill
scientific-problem-selection-reference-materials
Sub-skill of scientific-problem-selection: Reference Materials.
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/science/bio-research/scientific-problem-selection/reference-materials
SKILL.md
Reference Materials
Reference Materials
Detailed skill documentation is available in the references/ folder:
| File | Content | Search Patterns |
|---|---|---|
01-intuition-pumps.md |
Generate research ideas | Intuition Pump #, Trap #, Phase [0-9] |
02-risk-assessment.md |
Risk identification | Risk.*1-5, go/no-go, assumption |
03-optimization-function.md |
Success metrics | Generality.*Learning, optimization, impact |
04-parameter-strategy.md |
Parameter fixation | fixed.*float, constraint, parameter |
05-decision-tree.md |
Decision tree navigation | altitude, Level [0-9], decision |
06-adversity-planning.md |
Adversity response | adversity, crisis, ensemble |
07-problem-inversion.md |
Problem inversion strategies | Strategy [0-9], inversion, goal |
08-integration-synthesis.md |
Integration and synthesis | narrative, communication, story |
09-meta-framework.md |
Complete workflow | Phase, workflow, orchestrat |
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
vamseeachanta/workspace-hub
gsd-complete-milestone
Archive completed milestone and prepare for next version
vamseeachanta/workspace-hub
gsd-reapply-patches
Reapply local modifications after a GSD update
vamseeachanta/workspace-hub
gsd-verify-work
Validate built features through conversational UAT
vamseeachanta/workspace-hub
gsd-thread
Manage persistent context threads for cross-session work
vamseeachanta/workspace-hub
clinical-trial-protocol
Generate clinical trial protocols for medical devices or drugs through a modular, waypoint-based architecture with research-only and full protocol modes.
vamseeachanta/workspace-hub
single-cell-rna-qc
Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations.
Didn't find tool you were looking for?