mcpbeat Sign in

Grad Social Identity Agent Skill

Apply Social Identity Theory to analyze how group categorization, identification, and intergroup comparison drive behavior, bias, and conflict. Use this skill when the user needs to explain in-group favoritism or out-group hostility, diagnose organizational silo dynamics, design inclusive team structures, or when they ask 'why do groups polarize', 'how does team identity affect collaboration', or 'what drives us-vs-them thinking'.

3k tokens
context cost
the whole folder, loaded on every use
2
files
instructions only
0
copies elsewhere
how many repositories repackaged it
223
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-social-identity

What comes with it

7 604 bytes besides the instruction
examples/sample_scenario.md

The instruction itself

13 sections, as written by the author

Social Identity Theory (SIT)

Overview

Social Identity Theory (Tajfel & Turner, 1979) explains how individuals derive self-concept from group memberships. The theory posits a three-stage process — social categorization, social identification, and social comparison — that produces in-group favoritism and out-group discrimination even with minimal group distinctions (minimal group paradigm).

When to Use

  • Explaining intergroup conflict, prejudice, or discrimination in organizations or communities
  • Diagnosing why cross-functional teams or merged organizations exhibit silo behavior
  • Designing interventions to reduce intergroup bias (common in-group identity, contact hypothesis)
  • Analyzing brand communities, political polarization, or fan loyalty through group identity lenses

When NOT to Use

  • When behavior is explained by individual personality traits rather than group dynamics
  • For interpersonal conflicts that have no group-level component
  • As a blanket explanation for all prejudice — structural, economic, and historical factors also matter

Assumptions

IRON LAW: Social identity is RELATIONAL — it exists only through
comparison with out-groups, and threats to group distinctiveness
trigger identity-protective behaviors. Positive distinctiveness
is a fundamental motive.

Key assumptions:

  • People categorize themselves and others into social groups automatically
  • Group membership contributes to self-esteem; people are motivated to see their groups positively
  • When social identity is salient, group-level cognition overrides individual-level cognition

Methodology

Step 1 — Identify Salient Social Categories

Map the relevant group boundaries in the context:

  • What categories are active (department, nationality, profession, demographic)?
  • What makes these categories salient (visible markers, contextual cues, recent events)?
  • Are categories overlapping (cross-cutting) or nested (subgroup within superordinate)?

Step 2 — Assess Identification Strength

| Dimension | Indicator |

|-----------|-----------|

| Cognitive | Self-categorization as group member; "we" language |

| Evaluative | Pride, prestige associated with membership |

| Emotional | Emotional investment in group outcomes |

| Behavioral | Conformity to group norms, in-group helping |

Step 3 — Analyze Intergroup Comparison

  • What comparison dimensions are used (status, competence, morality)?
  • Is comparison favorable or unfavorable to the in-group?
  • What identity management strategies are employed?
  • Social mobility: leave the group (individual strategy)
  • Social creativity: redefine comparison dimensions
  • Social competition: directly challenge the out-group's position

Step 4 — Design Intervention

  • Decategorization: reduce salience of group boundaries (personalized contact)
  • Recategorization: create superordinate common identity (common in-group identity model)
  • Mutual differentiation: maintain distinct subgroup identities within a shared framework
  • Cross-categorization: make multiple overlapping category memberships salient

Output Format

## Social Identity Analysis: [Context]

### Group Map
| Group | Salience Trigger | Identification Strength |
|-------|-----------------|------------------------|
| [in-group] | [trigger] | [High/Medium/Low] |
| [out-group] | [trigger] | [High/Medium/Low] |

### Intergroup Dynamics
- Comparison dimension: [status/competence/morality]
- Perceived status: [in-group vs. out-group]
- Identity management strategy: [mobility/creativity/competition]
- Threat level: [distinctiveness/status/value threat]

### Behavioral Manifestations
- [In-group favoritism examples]
- [Out-group discrimination examples]

### Intervention Recommendations
1. [Recategorization or decategorization strategy]
2. [Contact conditions to reduce bias]
3. [Structural change to reduce category salience]

Gotchas

  • Minimal group studies show that mere categorization produces bias — no realistic conflict is needed, challenging purely economic explanations
  • In-group favoritism does not require out-group hostility; they are separable processes with different thresholds
  • Superordinate recategorization can threaten subgroup distinctiveness, triggering backlash rather than harmony
  • Social identity is context-dependent and fluid — the same person can have different salient identities across situations
  • The theory explains group-level phenomena; predicting individual behavior requires additional personality and situational variables
  • Contact hypothesis works only under specific conditions (equal status, common goals, institutional support, cooperation)

References

  • Tajfel, H. & Turner, J. C. (1979). An integrative theory of intergroup conflict. In W. G. Austin & S. Worchel (Eds.), *The social psychology of intergroup relations* (pp. 33-47). Brooks/Cole.
  • Turner, J. C., Hogg, M. A., Oakes, P. J., Reicher, S. D. & Wetherell, M. S. (1987). *Rediscovering the social group: a self-categorization theory*. Blackwell.
  • Gaertner, S. L. & Dovidio, J. F. (2000). *Reducing intergroup bias: the common ingroup identity model*. Psychology Press.

Other skills for the same job

different authors, same section of the catalogue
Protocolsio Integration
by christophacham
×4

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.

16k tokens
Tailored Resume Generator
by frostant
×4

Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

3k tokens
Excalidraw Diagram Generator
by github
vendor ×3

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.

36k tokens scripts
Expo Dev Client
by openai
vendor ×3

Build and distribute Expo development clients locally or via TestFlight

961 tokens
Executing Plans
by ZhanlinCui
×3

Use when you have a written implementation plan to execute in a separate session with review checkpoints

542 tokens
Anndata
by christophacham
×3

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.

16k tokens
Benchling Integration
by christophacham
×3

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.

14k tokens
Biopython
by christophacham
×3

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.

24k tokens

How to use it

Copy the folder

Take asgard-ai-platform/grad-social-identity from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

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.