Apply Transaction Cost Economics (Williamson, 1975, 1985) to analyze governance structure choices — market, hybrid, or hierarchy — based on transaction characteristics. Use this skill when the user needs to decide make-or-buy, evaluate outsourcing vs vertical integration, design governance mechanisms for inter-firm relationships, or when they ask 'should we build this in-house or outsource', 'why do firms vertically integrate', or 'how should we structure this partnership'.
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-strat-tce
TCE explains firm boundaries by analyzing the costs of conducting transactions. Williamson (1975, 1985) argues that governance structures (market, hybrid, hierarchy) are chosen to minimize the sum of production costs and transaction costs, given bounded rationality and opportunism.
IRON LAW: Governance choice depends on transaction characteristics
(asset specificity, uncertainty, frequency) — NOT on firm preference,
tradition, or ideology. A misaligned governance structure will
generate avoidable costs and eventual correction.
Key assumptions:
| Dimension | Low | High |
|-----------|-----|------|
| Asset Specificity | Generic assets, easy redeployment | Dedicated/specialized assets, lock-in risk |
| Uncertainty | Predictable outcomes, easy contracting | Unpredictable, incomplete contracts |
| Frequency | One-off or rare | Recurrent transactions |
## TCE Governance Analysis: [Context]
### Transaction Profile
| Dimension | Assessment | Evidence |
|-----------|-----------|----------|
| Asset Specificity | [low/moderate/high] — [type] | ... |
| Uncertainty | [low/moderate/high] | ... |
| Frequency | [low/moderate/high] | ... |
### Governance Recommendation
- Recommended structure: [market/hybrid/hierarchy]
- Rationale: ...
- Required safeguards: ...
### Risk of Misalignment
- Current governance: [structure]
- Predicted inefficiency: ...
A chip manufacturer assesses outsourcing a custom fabrication process: high physical asset specificity (dedicated equipment), high uncertainty (rapid tech change), high frequency — TCE prescribes hierarchy (in-house fabrication) with clear reasoning per dimension.
Recommending outsourcing "because it's cheaper" without assessing asset specificity or opportunism risk. TCE requires evaluating transaction characteristics, not just spot-price comparisons.
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
Build and distribute Expo development clients locally or via TestFlight
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
Take asgard-ai-platform/grad-strat-tce from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.