asgard-ai-platform/grad-social-capital
Apply social capital theory (Putnam, Coleman, Bourdieu, Burt) to analyze how network structures and trust generate value or impose constraints. Use this skill when the user needs to evaluate bridging vs bonding capital, identify structural holes or network closure benefits, assess community or organizational trust dynamics, or when they ask 'how does our network create value', 'are we too insular', or 'where are the structural holes we can exploit'.
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-social-capital
Social capital theory explains how the structure and quality of social relationships generate resources, trust, and advantage for individuals, groups, and communities. Three major traditions — Coleman (rational closure), Putnam (civic engagement), and Burt (structural holes) — offer complementary lenses on how networks create and constrain value.
IRON LAW: Social capital can be both an asset AND a constraint — dense
networks enable trust but restrict access to novel information. Any
analysis that treats social capital as purely beneficial ignores the
well-documented dark side of strong ties and closure.
Key assumptions:
Specify the actors (individuals, teams, organizations, communities) and the relationships being analyzed (advice, trust, resource exchange).
| Concept | Theorist | Description | Value Created |
|---------|----------|-------------|---------------|
| Bonding capital | Putnam | Dense ties within a group | Trust, solidarity, mutual aid |
| Bridging capital | Putnam | Ties across diverse groups | Access to novel information, broader identity |
| Network closure | Coleman | Dense, closed networks with shared norms | Norm enforcement, trust, sanctioning |
| Structural holes | Burt | Gaps between non-redundant contacts | Information arbitrage, brokerage, control |
Assess the level of generalized trust, reciprocity norms, and sanctioning mechanisms present in the network.
Map the advantages and dark-side effects of the current network configuration.
## Social Capital Analysis: [Context]
### Network Definition
- Actors: [who is in the network]
- Relationship type: [what ties are being analyzed]
- Level: [individual / group / community]
### Structural Assessment
| Dimension | Current State | Implication |
|-----------|--------------|-------------|
| Bonding capital | [H/M/L] | [effect] |
| Bridging capital | [H/M/L] | [effect] |
| Network closure | [H/M/L] | [effect] |
| Structural holes | [many/few] | [brokerage opportunities] |
### Trust and Norms
- Generalized trust level: [H/M/L]
- Reciprocity norms: [strong/weak]
- Sanctioning mechanisms: [formal/informal/absent]
### Benefits and Dark Side
| Benefits | Constraints / Dark Side |
|----------|------------------------|
| [benefit from current structure] | [cost or limitation] |
### Recommendations
1. [How to optimize the bonding-bridging balance]
2. [Structural hole opportunities to pursue]
3. [Dark-side risks to mitigate]
Take asgard-ai-platform/grad-social-capital 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.