a-organvm/reality-tv-narrative-analyzer
distributions/codex/skills/reality-tv-narrative-analyzer/SKILL.md
Analyze narrative structures, character arcs, and genre conventions in reality television for academic research and content analysis. Use when studying reality TV editing patterns, mapping contestant storylines, analyzing producer manipulation techniques, comparing show formats, or writing about unscripted television. Triggers on reality TV analysis, unscripted television research, character arc mapping, or genre convention studies.
$ install --global
skillsauthnpx skillsauth add a-organvm/a-i--skills reality-tv-narrative-analyzerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 26, 2026, 6:58 AM55.1s3 files scanned
SKILL.md
- name:
- reality-tv-narrative-analyzer
- description:
- Analyze narrative structures, character arcs, and genre conventions in reality television for academic research and content analysis. Use when studying reality TV editing patterns, mapping contestant storylines, analyzing producer manipulation techniques, comparing show formats, or writing about unscripted television. Triggers on reality TV analysis, unscripted television research, character arc mapping, or genre convention studies.
- license:
- MIT
- governance_phases:
- [frame]
- organ_affinity:
- [organ-i, organ-ii]
- triggers:
- [user-asks-about-reality-tv, context:media-analysis]
Reality TV Narrative Analyzer
Framework for rigorous analysis of reality television narrative construction.
Core Analytical Premise
Reality TV is constructed, not captured. Analysis should examine:
- What producers choose to show
- How editing shapes meaning
- Which narratives serve the format
- How "reality" is performed for cameras
Genre Categories
Competition Formats
| Format | Structure | Key Tension | |--------|-----------|-------------| | Elimination | Weekly votes/cuts | Survival pressure | | Talent | Performance judging | Skill vs. personality | | Dating | Rose ceremonies/couples | Romantic stakes | | Adventure | Physical challenges | Endurance/teamwork | | Makeover | Transformation arc | Before/after reveal |
Documentary-Style
| Format | Focus | Narrative Engine | |--------|-------|------------------| | Docusoap | Ensemble cast daily life | Interpersonal conflict | | Follow-doc | Single subject/family | Personal journey | | Workplace | Professional environment | Drama + competence | | Real crime | Investigation/justice | Mystery resolution |
Narrative Structure Analysis
Episode Structure
Standard competition episode:
1. COLD OPEN (1-2 min)
- Dramatic moment from later in episode
- Hook viewer attention
2. RECAP (1-2 min)
- Previous episode highlights
- Set up ongoing storylines
3. ACT 1: Setup (10-15 min)
- Challenge introduction
- Strategy discussions (confessionals)
- Alliance/conflict development
4. ACT 2: Competition (15-20 min)
- Challenge execution
- Reaction shots, confessional commentary
- Winner/loser determination
5. ACT 3: Aftermath (10-15 min)
- Post-challenge strategy
- Target selection
- Relationship dynamics
6. ACT 4: Climax (10-15 min)
- Tribal council/elimination ceremony
- Tension building
- Revelation and exit
7. NEXT TIME (30 sec)
- Tease future conflict
Season Arc
Episodes 1-3: ESTABLISHMENT
- Introduce cast (hero, villain, underdog archetypes)
- Establish alliances and conflicts
- Set up season-long storylines
Episodes 4-7: DEVELOPMENT
- Deepen character complexity
- Shift alliances
- Build toward mid-season climax
Episodes 8-10: TURNING POINT
- Major blindside or upset
- New power dynamics
- Reset for endgame
Episodes 11-13: ENDGAME
- Final alliances solidify
- Underdog vs. frontrunner tension
- Elimination of major characters
Finale: RESOLUTION
- Final challenge/vote
- Winner crowned
- Reunion/reflection
Character Archetype Analysis
Standard Archetypes
| Archetype | Characteristics | Narrative Function | |-----------|-----------------|-------------------| | Hero | Likeable, competent, moral | Audience identification | | Villain | Strategic, ruthless, entertaining | Create conflict | | Underdog | Overlooked, struggles, growth | Root-for narrative | | Showmance | Romantic pairing | Emotional investment | | Wildcard | Unpredictable, chaotic | Disrupt dynamics | | Mentor | Experienced, guiding | Wisdom/tragedy | | Comic Relief | Entertaining, harmless | Lighten tension |
Archetype Identification Checklist
- [ ] Who gets the most confessional time?
- [ ] Who is shown in heroic vs. unflattering edits?
- [ ] Who receives sympathetic backstory?
- [ ] Who is positioned as obstacle vs. ally?
- [ ] Who gets "redemption" moments?
Editing Analysis
Confessional Functions
| Type | Purpose | Signals | |------|---------|---------| | Strategy | Explain gameplay | "My plan is..." | | Reaction | Emotional response | Eye rolls, laughter | | Foreshadowing | Hint at outcome | Ominous statements | | Character | Define personality | Backstory, values | | Narrator | Guide viewer | Explain events |
Editing Techniques
Frankenbiting: Splicing audio from different contexts to create new meaning.
- Listen for audio/video sync issues
- Notice sentence fragments combined
- Compare live footage to confessional audio
Reaction Shot Manipulation: Placing reactions out of context.
- Same outfit in reaction = same day ≠ same conversation
- Generic reactions (laugh, eyeroll) can be placed anywhere
Selective Emphasis: Choosing which moments to highlight.
- Count confessional distribution
- Note who speaks before/after key events
- Track screen time per contestant
Music/Sound Design: Creating emotional tone.
- Ominous music = villain edit
- Uplifting music = hero moment
- Comedic sound effects = not to be taken seriously
Analytical Frameworks
The Story Producer's Questions
- Who is the protagonist this episode?
- What obstacle do they face?
- How are they changed by end of episode?
- What question carries to next episode?
Power Dynamic Mapping
Track alliances across episodes:
Episode 1: A-B-C vs D-E-F, G floating
Episode 2: A-B vs C-D-E, F-G aligned
Episode 3: ...
Edit Trajectory Analysis
Track contestant edit quality across season:
Contestant A: + + + 0 - - - [eliminated]
(positive → negative = villain arc)
Contestant B: 0 0 0 + + + + [winner]
(invisible → positive = winner edit)
Research Applications
Academic Analysis
- Media studies: Construction of "authenticity"
- Gender studies: Representation in unscripted TV
- Sociology: Group dynamics under surveillance
- Psychology: Performance of self
Content Creation
- Podcast/video essay research
- Recap writing
- Prediction/analysis content
- Comparative format studies
References
references/show-formats.md- Detailed format breakdownsreferences/analytical-terms.md- Glossary of industry and academic terms
Related Skills
a-organvm/movement-notation-systems
testing
VerifiedTrustedCommunity
Designs systems for encoding, scoring, and generating choreographic movement using Laban notation, computational geometry, and procedural animation principles.
8SKILL.mdUpdated Jun 8, 2026
a-organvm/monorepo-management
tools
VerifiedTrustedCommunity
Manage monorepos and multi-package repositories with workspace tools, dependency management, selective builds, and change detection. Covers npm/pnpm workspaces, Turborepo, and Python monorepo patterns. Triggers on monorepo setup, workspace management, or multi-package repository requests.
8SKILL.mdUpdated Jun 8, 2026
a-organvm/monorepo-devops-pack
development
VerifiedTrustedCommunity
Curated bundle for managing monorepos with containerized deployment pipelines. Includes monorepo management, Docker containerization, CI/CD deployment, and coding standards. Use when setting up or improving multi-package repository infrastructure.
8SKILL.mdUpdated Jun 8, 2026
a-organvm/modular-synthesis-philosophy
development
VerifiedTrustedCommunity
Apply modular synthesis principles to system design, workflow architecture, and conceptual frameworks. Use when designing modular systems, creating architecture diagrams using synthesis metaphors, applying signal flow thinking to data pipelines, or translating between audio engineering and software concepts. Triggers on modular architecture design, signal flow diagrams, synthesis-inspired system thinking, or "oscillator/patch" metaphors.
8SKILL.mdUpdated Jun 8, 2026