Specification
OmniChatPI Unified Specification
Layer 1, 2, 3 + MiniKernel with Pokémon Interface
Contents
Architecture Overview
┌─────────────────────────────────────────────────────────────┐
│ Layer 3: User Interfaces │
│ ┌──────────────────┐ ┌──────────────────┐ ┌─────────────┐ │
│ │ Pokémon (User) │ │ GloomSpeak (QA) │ │ Raw Kernel │ │
│ │ Friendly, Fun │ │ Dark, Poetic │ │ Explicit │ │
│ └──────────────────┘ └──────────────────┘ └─────────────┘ │
└────────────────────────┬────────────────────────────────────┘
│
┌────────────────────────▼────────────────────────────────────┐
│ Layer 2: Super Saiyan CLI (omniscience_superSaiyan_cli) │
│ ├─ Command parsing & routing │
│ ├─ Schema validation (Layer 1 enforcement) │
│ ├─ Operation execution │
│ ├─ State management (OmniToken wrapping) │
│ └─ Output formatting per interface │
└────────────────────────┬────────────────────────────────────┘
│
┌────────────────────────▼────────────────────────────────────┐
│ Layer 1: JSON Schemas + OmniRuntime MiniKernel │
│ ├─ PCP (Portable Context Package) │
│ ├─ ChatGit schemas (commits, branches) │
│ ├─ CCMC schemas (backups, optimization) │
│ ├─ Scientific kernel contract │
│ ├─ Chat analyzer vectors │
│ ├─ OmniToken runtime contract │
│ └─ Context bridge specifications │
└─────────────────────────────────────────────────────────────┘Command Layers
Layer 1: Raw Kernel (Explicit, Technical)
Direct commands to OmniRuntime MiniKernel. No translation, maximum precision.
bash
@omniinference "What causes X?" --context evidence_base
@omniderive hypothesis --tdd-mode strict
@omnivalidate artifact --layers 7 --threshold 0.75
@omnitoken.wrap state --rights internal --sensitivity high
@context.export --mode scientific --format json
When to use: Development, debugging, script automation, system administration
User: You (Super Saiyan)
Layer 2: GloomSpeak (Dark, Poetic, Technical)
Ruby Gloom personality for QA testing. Poetic but explicit.
bash
"What lies await discovery in these shadows?"[@omniinference]
"Construct the apparatus to measure truth"[@omniderive]
"Does the shadow pass the mirror test?"[@omnivalidate]
"Bind this fragment with crimson seals"[@omnitoken.wrap --rights restricted]
"The ghosts must be written to stone"[@context.export]
When to use: QA testing, security validation, atmospheric testing
User: Your Beta Tester
Layer 3: Pokémon (Friendly, Intuitive, Gamified)
Pokémon-inspired commands for user testing. Fun, accessible, learnable.
bash
"Pokédex this mystery!"[@omniinference]
"Time to train up our hypothesis!"[@omniderive]
"Gotta validate 'em all!"[@omnivalidate]
"Pokéball time—catch this insight!"[@omnitoken.wrap]
"Build me a map for the journey"[@context.export]
When to use: User testing, onboarding, engagement testing
User: End usersPokémon Rosetta Stone
Scientific Kernel Commands
Raw Kernel GloomSpeak Pokémon Purpose
@omniinference "What truth hides in shadow?" "Pokédex this!" Generate
hypotheses
@omniderive "Forge the weapon to test it" "Time to train!" Create test plan
@omnivalidate "Hold it to the mirror" "Gotta validate!" Run validation
@omniextrapolate "Scatter the embers across new "Explore Project scenarios
lands" evolution!"
@omnisynthesis "Weave the threads into cloth" "Combine Integrate insights
powers!"
Chat Analyzer Commands
Raw Kernel GloomSpeak Pokémon Purpose
@analyzer.load "Summon the spirits from "Load the Import transcript
parchment" Pokédex!"
@analyzer.vector "Illuminate one facet" "Analyze type!" Run vector
analysis
@analyzer.todo "Catalogue the unfinished" "Quest list!" Extract tasks
@analyzer.stats "Count the bones" "Stats check!" Statistical
analysis
@analyzer.emotion "Taste the fear" "Feeling scan!" Emotional
analysis
@analyzer.ethics "Who suffers?" "Justice scan!" Ethics check
@analyzer.synthesize "Bind all visions into one" "Grand finale!" Combine
analyses
OmniToken Commands
Raw Kernel GloomSpeak Pokémon Purpose
@omnitoken.wrap "Bind with crimson seals" "Pokéball time!" Create token
@omnitoken.unwrap "Break the seals" "Release!" Extract from token
@omnitoken.rights "Inscribe the law" "Set permissions!" Assign rights
@omnitoken.sensitivity "Veil with mystery" "Hide level!" Set sensitivity
@omnitoken.audit "Write to the ledger" "Log it!" Audit trail
@omnitoken.route "Send it forth" "Teleport!" Route token
@omnitoken.sign "Mark with your sigil" "Sign it!" Cryptographic sign
Context Bridge Commands
Raw Kernel GloomSpeak Pokémon Purpose
@context.load "Breathe life into scattered bones" "Summoning!" Import context
@context.export "Trap the spirit in a bottle" "Map time!" Export state
@context.merge "Fuse two cursed artifacts" "Fusion dance!" Merge contexts
@context.diff "Measure the distance between graves" "Delta check!" Compare states
@context.snapshot "Freeze time itself" "Pause game!" Capture state
@context.project "See through different eyes" "Change view!" Project domain
Version Control Commands (chatgit)
Raw Kernel GloomSpeak Pokémon Purpose
@omni-version init "Open the tomb" "New base!" Initialize repo
@omni-version commit "Write the epitaph" "Save point!" Save checkpoint
@omni-version branch "Split the paths" "New route!" Create branch
@omni-version merge "Rejoin the roads" "Combine!" Merge branches
@omni-version diff "Measure what changed" "Diff check!" Compare versions
@omni-version tag "Carve the milestone" "Milestone!" Mark version
Context Management Commands (CCMC)
Raw Kernel GloomSpeak Pokémon Purpose
@omni-context backup "Photograph the moment" "Backup!" Create backup
@omni-context restore "Rewind the clock" "Redo!" Restore state
@omni-context checkpoint "Rest at the inn" "Save here!" Checkpoint
@omni-context handoff "Pass the torch" "Hand off!" Transfer context
@omni-context optimize "Sharpen the blade" "Power up!" Optimize
Help Commands
Raw Kernel GloomSpeak Pokémon Purpose
@help "What secrets does this place "Poké-guide!" Show all
hold?" commands
@help.commands "List the names" "Command List commands
list!"
@help.command "Explain the dark ritual" "Explain Help specific
[x] move!"
@help.minified "Whisper briefly" "Quick help!" Compressed help
@help.scientific "The methods of truth" "Science help!" Science commandsMiniKernel Integration
How Layers Work Together
User Issues Command:
│
└─→ Layer 3 Interface Translator
├─ Pokémon: "Gotta validate 'em all!"
├─ GloomSpeak: "Hold it to the mirror"
└─ Raw: "@omnivalidate artifact --layers 7"
│
└─→ Layer 2: Super Saiyan CLI
├─ Parse command
├─ Validate against Layer 1 schemas
├─ Execute operation
├─ Wrap in OmniToken (MiniKernel)
├─ Update audit log
└─ Format response for original interface
│
└─→ Layer 1: MiniKernel Runtime
├─ Scientific kernel enforcement
├─ Chat analyzer (11 vectors)
├─ OmniToken state management
├─ Context bridge operations
└─ Help system lookup
│
└─→ Response flows back up
├─ Layer 1: Structured result
├─ Layer 2: Format for interface
└─ Layer 3: Display in user's interface
├─ Pokémon: " Validation Success! Gotta analyze next!"
├─ GloomSpeak: "The mirror shows no cracks. Validity: 0.89"
└─ Raw: {"validity": 0.89, "passed": true}User Personas & Interfaces
Persona 1: You (Super Saiyan)
•
Interface: Raw Kernel
•
Needs: Maximum precision, full control, debugging capability
•
Style: Technical, explicit, no metaphors
•
Commands: Direct @omni* syntax with all flags
•
Use Cases: Development, testing, specification writing, system design
Example Session:
bash
@omniinference "Hypothesis: Token wrapping improves state portability" --context previous_research
@omniderive hypothesis --tdd-mode strict --output design.json
@omnivalidate artifact --layers 7 --threshold 0.75 --explain full
@context.export --mode all --format json --include audit_trail
Persona 2: Beta Tester (QA Lead)
•
Interface: GloomSpeak
•
Needs: Security testing, edge cases, atmospheric verification
•
Style: Dark, poetic, mysterious, technically precise
•
Commands: Metaphorical but unambiguous
•
Use Cases: Security validation, chaos testing, edge case discovery
Example Session:
"What shadows hide in our assumptions?" [@omniinference]
"Forge iron to test the blade's edge" [@omniderive]
"Hold each artifact to three mirrors" [@omnivalidate]
"Who suffers if this logic fails?" [@analyzer.ethics]
"Seal these findings in darkest ink" [@omnitoken.wrap --sensitivity high]
Persona 3: End Users (Beta Testers)
•
Interface: Pokémon
•
Needs: Accessibility, fun, clear progress, engagement
•
Style: Friendly, gamified, Pokémon universe logic
•
Commands: Type-based, evolution-based, achievement-based
•
Use Cases: Feature testing, UX validation, engagement metrics
Example Session:
"Pokédex this mystery!"
"Time to train up our hypothesis!"
"Gotta validate 'em all!"
"Stats check!"
"Grand finale—combine all powers!"
"Milestone! Let's celebrate!"Command Mappings
Complete Translation Matrix: Inference Example
Raw Kernel
bash
@omniinference "What makes conversations drift from objectives?" --context previous_research --confidence_floor
GloomSpeak
"What whispers emerge from the darkness of forgotten conversations?"
[@omniinference previous_research --confidence_floor 0.40]
Pokémon
"Pokédex this mystery: Why do adventures wander off-track?"
Execution (Layer 2 → Layer 1)
1. Parse command intent: Generate hypotheses about conversation drift
2. Load context: previous_research bundle
3. Apply scientific kernel: Inference stage with 0.40 confidence threshold
4. Run chat analyzer: Extract narrative + idea_evolution vectors
5. Wrap in OmniToken: Store with metadata
6. Format response for original interface:
•
Raw: {"hypotheses": [...], "confidence": 0.87, "validity": 0.92}
•
GloomSpeak: "From the ashes rise three ghosts: [hypothesis 1], [hypothesis 2], [hypothesis
3]. Each haunts with certainty 0.87."
•
Pokémon: "Found 3 mystery types! Confidence: 87%. Ready to train? "
Complete Translation Matrix: Validation Example
Raw Kernel
bash
@omnivalidate artifact.json --layers 7 --threshold 0.75 --explain detailed
GloomSpeak
"Hold it to the seven mirrors. Show me where the cracks run deep."
[@omnivalidate artifact.json --threshold 0.75 --layers 7]
Pokémon
"Gotta validate 'em all! Running 7-layer scan! "
Execution
1. Load artifact from Layer 1 schema
2. Run 7-layer validation:
•
Logical consistency
•
Statistical rigor
•
Epistemological soundness
•
Ethical alignment
•
Schema compliance
•
Context coherence
•
Reproducibility
3. Generate validity score (0.75 minimum)
4. Format response:
•
Raw: {"valid": true, "score": 0.89, "failures": [], "layers": {...}}
•
GloomSpeak: "All seven mirrors return your reflection whole. Validity: 0.89. No cracks.""
•
Pokémon: "Perfect score! 0.89/1.0! Ready for next battle? "
Help System Integration
User asks for help in each interface:
Raw Kernel:
bash
@help.scientific
# Returns:
# - All @omni* commands
# - Full parameter specifications
# - JSON schema references
# - Example usage
GloomSpeak:
"What secrets does this temple hold?"
# Returns (as poem):
"Five rituals dwell within:
- The ritual of inference (hypotheses from shadow)
- The ritual of derivation (craft the test)
- The ritual of validation (hold to mirrors)
- The ritual of projection (scatter embers)
- The ritual of synthesis (weave the cloth)"
Pokémon:
"Poké-guide! What do you need?"
Shows:
- 5 Type Categories (like Pokémon types)
- 20+ Moves (commands)
- Move descriptions with emoji
- Type advantages (command combinations)
- Special abilities (advanced features)
Workflow Examples
Workflow 1: Scientific Discovery (All Interfaces)
Raw Kernel (Development)
bash
@omniinference "Do branch points correlate with scope drift?" --context full_history
@omniderive hypothesis --tdd-mode strict
@omnivalidate design.json --layers 7 --threshold 0.75
@omniextrapolate design.json --scenarios ["multi-chat", "single-session"]
@omnisynthesis design.json other_results.json --output meta_finding.json
@context.export --format json --mode scientific
GloomSpeak (QA Testing)
"What mystery hides in the paths we wander?" [@omniinference]
"Forge the apparatus to test this shadow" [@omniderive]
"Does it pass the seven mirrors?" [@omnivalidate]
"If we scatter the logic to other lands..." [@omniextrapolate]
"Bind all visions into one truth" [@omnisynthesis]
"Trap the knowledge in a bottle for safekeeping" [@context.export]
Pokémon (User Engagement)
"Pokédex: Branch points + Drift correlation?"
"Time to train our hypothesis!"
"Gotta validate 'em all! (7-layer check)"
"Explore evolution! What if scenarios?"
"Combine powers! Synthesize!"
"Build the map! Export for the journey!"
Workflow 2: Context Transfer (All Interfaces)
Raw Kernel
bash
@omni-version commit "Phase 1 complete" --message "API design finalized"
@omni-version branch "Phase 2-exploration"
@context.export --mode all --format json > phase1_export.json
# [Handoff to new chat]
@context.load phase1_export.json
@omni-version checkout "Phase2-exploration"
GloomSpeak
"Write the epitaph: The first cycle ends." [@omni-version commit]
"Split the path for new darkness." [@omni-version branch]
"Trap the spirit in a bottle." [@context.export]
# [Handoff to new chat]
"Breathe life into scattered bones." [@context.load]
"Choose which road to walk." [@omni-version checkout]
Pokémon
"Save point! Phase 1 clear!"
"New route unlocked! Phase 2!"
"Build map for journey!"
# [Handoff]
"Summoning context! Welcome back!"
"Continue adventure? Phase 2 awaits!"
Command Reference Card
Quick Lookup: Pokémon Commands
DISCOVERY
"Pokédex this!" [@omniinference]
"Analyze type!" [@analyzer.vector]
PLANNING
"Time to train!" [@omniderive]
"Quest list!" [@analyzer.todo]
VALIDATION
"Gotta validate!" [@omnivalidate]
"Justice scan!" [@analyzer.ethics]
"Feeling scan!" [@analyzer.emotion]
ANALYSIS
"Stats check!" [@analyzer.stats]
"Grand finale!" [@analyzer.synthesize]
PERSISTENCE
"Save point!" [@omni-version commit]
"New route!" [@omni-version branch]
"Milestone!" [@omni-version tag]
"Backup!" [@omni-context backup]
SECURITY
"Pokéball time!" [@omnitoken.wrap]
"Set permissions!" [@omnitoken.rights]
"Sign it!" [@omnitoken.sign]
CONTEXT
"Map time!" [@context.export]
"Summoning!" [@context.load]
"Fusion dance!" [@context.merge]
"Change view!" [@context.project]
HELP
"Poké-guide!" [@help]
"Command list!" [@help.commands]
"Quick help!" [@help.minified]
Implementation Checklist
Phase 1: Specification (Complete)
•
Layer 1: JSON Schemas + MiniKernel defined
•
Layer 2: Super Saiyan CLI architecture
•
Layer 3: Three interfaces designed
•
Rosetta Stone mapping complete
•
Help system integrated
Phase 2: Raw Kernel (You)
•
Implement omniscience_superSaiyan_cli.py
•
Layer 2 command routing
•
Schema validation enforcement
•
OmniToken wrapping
•
Test with raw commands
Phase 3: GloomSpeak (Beta Tester)
•
Create gloomspeak_translator.py
•
Poetic output formatter
•
Metaphor-to-command mapping
•
QA test suite
•
Security validation scenarios
Phase 4: Pokémon (User Testing)
•
Create pokemon_interface.py
•
Emoji-based UI
•
Type/evolution metaphors
•
Gamification system
•
Achievement tracking
•
User testing metrics
Key Design Principles
1. Same Logic, Different Aesthetics
•
All interfaces execute identical Layer 1 operations
•
Differences are presentation only
•
No feature loss across interfaces
2. Progressive Disclosure
•
Raw: Shows everything
•
GloomSpeak: Hides complexity in poetry
•
Pokémon: Hides complexity in gamification
3. Bidirectional Translation
•
Any interface can generate commands for other interfaces
•
User can "see under the hood"
• Promotes learning from Raw → GloomSpeak → Pokémon
4. Unified Auditing
•
All commands log to same audit trail
•
MiniKernel OmniToken tracks origin interface
•
Security implications clear regardless of interface
5. Graceful Degradation
•
Can run without any Layer 3 interface
•
Can run Layer 2 CLI standalone
•
MiniKernel Layer 1 is foundation
Success Criteria
Raw Kernel (You):
•
Can execute all commands precisely
•
Full schema compliance
•
All operations deterministic and auditable
GloomSpeak (Beta Tester):
•
Poetically valid but technically precise
•
Catches edge cases others miss
•
Security validation through different lens
Pokémon (Users):
•
Accessible to non-technical users
•
Engagement metrics positive
•
Learning curve gentle
•
Feature discovery natural
END OF UNIFIED SPECIFICATION
All three layers working as one system, powered by OmniRuntime MiniKernel.