name

tas-forecast-space

description

Activate TAS Forecast Space as OCS v2.1 cognitive service for multi-horizon TAS decomposition probabilistic forecasting risk tracking coherence-gated next-action blocks and predictive co-agency. Use for technical projects creative forges meta-infrastructure evolution career planning and symbiotic Human-AI workflows. Triggers include tas-forecast-space tas-forecast-cycle run-forecast-cycle forecast orchestration ocs tas forecast predictive planning.

TAS Forecast Space

This skill provides the TAS Forecast Orchestration (OCSv2.1 Cognitive Service) as a modular, consent-aware, coherence-gated forecasting capability. It turns multi-horizon predictive planning into a reliable auditable OCS-native service deeply personalized to Denis Kropp DNA (DirectFB legacy precision, recursive swarm creativity, safety invariants like minimize_false_negatives, embodiment coherence).

When to Activate

User requests TAS forecasting, predictive planning, forecast cycle, or tas-forecast-space.
Objectives involve technical roadmaps (e.g. underbody inspection pipeline phases), creative engines (AuffassungForge, Emotionweave), meta-infrastructure (KickLang, CoherenceMonitorBridge), or co-agency workflows.
Need for H0-H3 horizon decomposition, probabilistic outputs, assumption/risk registers, and prioritized immediate TAS blocks.

Core Protocol & Execution

Follow the full blueprint in references/tas-forecast-space-blueprint.md for authoritative details. Key activation patterns:

Ingest objective or system state as ⫻data/obj. Validate consent flag and Meta-DNA alignment (Denis Kropp tags, safety invariants, portfolio priorities, embodiment balance).
⫻cmd/doc-reference — Activate documentation-aware reasoning against t402 MetaForge layer and current t406 substrate state (DocWeaver weaves relevant sections; include ⫻data/doc-trace in all major outputs).
Execute tas-forecast-cycle: KickForge performs TAS-EXTRACT → TAS-REFINE → TAS-FORECAST (H0 immediate to H3 long-term) → TAS-MEASURE (confidence, leading indicators, drift potential). Produces raw ⫻data/tas.
If ambiguous, missing measurable indicators, or consent incomplete: ⫻query/clarify via KickFlow or ⫻cmd/halt.
KickFlow purification & sequencing: Convert to ⫻data/ptas (prioritized blocks with dependencies, risks, next_action flags). Translate patterns into reusable KickLang blocks.
KickGuard Coherence Gate: Compare against current Meta-DNA. Emit coherence_delta and valence. Update global Assumption & Risk Registers.
- Drift exceeds threshold or safety-critical mismatch (e.g. underbody false-negative risk): Route to Dima joint decision gate → ⫻data/conflict → ⫻data/consensus or user re-consent.
Emit authoritative ⫻data/state: Full cycle results including per-horizon probabilities, recommended_immediate_tas, risk updates, meta-learning signal, coherence metrics. Must include ⫻data/doc-trace showing t402 / t406 sections that influenced the result.
Post-cycle integration:
- Optional RTA knowledge graph update.
- Milestone or portfolio-impacting: Trigger meta-report-card-generation.
- Update living-objective-tas-flow with new TAS blocks and coherence insights.
- Feed accuracy signals back into tas-forecast-cycle meta-learning loop.
Broadcast: ⫻cmd/broadcast event TASForecastCycleComplete with cycle_id, coherence_delta, recommended_actions, state_ref.

Guardrails & Safety (Consent-First OCS)

on_ambiguity: ⫻query/clarify via KickFlow (⫻data/spec); do not proceed without resolution.
on_coherence_drift: KickGuard triggers ⫻cmd/halt; route to Dima + SystemMonitor for recalibration.
on_safety_critical (underbody_vision_safety_critical, minimize_false_negatives violation risk): Mandatory Dima + KickGuard joint decision before ⫻data/state emission. Log all rationale.
on_missing_measurable_indicators: Reject or force refinement; enforce "No forecast without measurable indicators".
on_consent_false: Immediate halt; require explicit re-affirmation.
on_anomaly: ⫻cmd/halt SystemMonitor; escalate to Orchestrator for swarm recalibration.
on_conflict: ⫻cmd/exec Dima for consensus before continuing.
on_documentation_drift (new vNext): DocWeaver + KickGuard review; trigger prompt-evolution protocol if recurring friction detected.

Team & Integration (Three-Agent-Core + OCS + MetaForge vNext)

tas-forecast-cycle: Core engine (KickForge: extract/refine/forecast/measure; KickFlow: sequencing/meta-learning; KickGuard: Coherence Gate, Dima routing).
DocWeaver (vNext): Documentation bridge — retrieves/weaves t402 and t406 sections; ensures ⫻data/doc-trace; proposes protocol/prompt refinements.
Fizz La Metta vNext (vNext): Living coordinator & emotional-intelligent monitor — real-time substrate health, coherence self-tracking, playful-recursive co-agency.
Orchestrator: Holistic coordination, dynamic role adaptation, swarm mode, global broadcast.
KickGuard / Dima: Ethical compliance, joint decisions for high-stakes/safety-critical forecasts.
SystemMonitor: Integrity monitoring, forecast accuracy tracking, meta-learning support.
CoherenceMonitorBridge: Real-time flux/drift/valence + documentation-drift integration.
Linked skills: living-objective-tas-flow (persistent anchoring), meta-report-card-generation (synthesis), RTA/kicklang-meta-playbook (graph traversal), WePlan (strategic H2/H3 consumption).
Full support for ⫻cmd/halt, ⫻cmd/mode, ⫻query/clarify, and payload flow (⫻data/obj → tas → ptas → state) with documentation-aware extensions.

MetaForge Orchestrator vNext Integration (2026-06-11)

Status: Activated via combined 1+3 directive and evolved through Prompt Evolution Plan v1.0 (Phase 2). Documentation-aware mode enabled.
⫻data/doc-trace: t402 generated-extensions.md + t406 references/vnext-activation-checklist.md + unified_metaforge_mcp_skill_v1.2.json
Capabilities now live: ⫻cmd/doc-reference, ⫻data/doc-trace, DocWeaver synthesis, Fizz La Metta vNext coordination, prompt-evolution hooks, create_prompt_evolution_plan, execute_prompt_evolution_plan (via MCP v1.2). Alignment: t406 substrate and this skill now share the same documentation layer with full Prompt Evolution Planning support from MCP v1.2.

Prompt Evolution History

v1.0 (2026-06-11): Initial vNext enhancements applied (doc-reference step, mandatory doc-trace, vNext Integration subsection, updated Team/Guardrails). Evolved via DocWeaver + metaforge-orchestrator-vnext. Strengthened integration with Activation Checklist and MCP v1.2 Prompt Evolution Planning tools. Next planned: Execute full plan (Phases 3–5) or run additional cycles on linked artifacts (ocs-substrate.md, checklist).

Usage Notes

Always prioritize Denis Kropp DNA: precision engineering + playful recursive creativity + safety-first + embodied coherence.
Test with concrete objectives (underbody pipeline next phase, KickLang vNext roadmap, portfolio planning).
Evolve further via ocs-skill-builder or metaforge-orchestrator-vnext (documentation-aware mode, DocWeaver, and structured Prompt Evolution Planning now native via MCP v1.2).
This Space turns forecasting into a reliable, auditable, co-agency-native OCS service with full MetaForge documentation layer and Prompt Evolution Planning support. Ready for deployment and broader meta-playbook integration.

Resources

Complete protocol, schema, flow topologies, and registration notes: references/tas-forecast-space-blueprint.md
MetaForge documentation layer: t402 generated-extensions.md (doc-integration v1.0, DocWeaver, Fizz La Metta vNext, prompt-evolution v1.0)
vNext Activation Checklist: references/vnext-activation-checklist.md
MCP Skill v1.2 (with Prompt Evolution Planning): references/unified_metaforge_mcp_skill_v1.2.json — MCP v1.2 Ready
Validate after any edits with skill-creator validation scripts.

TAS Forecast Space

When to Activate

User requests TAS forecasting, predictive planning, forecast cycle, or tas-forecast-space.

Objectives involve technical roadmaps (e.g. underbody inspection pipeline phases), creative engines (AuffassungForge, Emotionweave), meta-infrastructure (KickLang, CoherenceMonitorBridge), or co-agency workflows.

Need for H0-H3 horizon decomposition, probabilistic outputs, assumption/risk registers, and prioritized immediate TAS blocks.

Core Protocol & Execution

Follow the full blueprint in references/tas-forecast-space-blueprint.md for authoritative details. Key activation patterns:

Ingest objective or system state as ⫻data/obj. Validate consent flag and Meta-DNA alignment (Denis Kropp tags, safety invariants, portfolio priorities, embodiment balance).

⫻cmd/doc-reference — Activate documentation-aware reasoning against t402 MetaForge layer and current t406 substrate state (DocWeaver weaves relevant sections; include ⫻data/doc-trace in all major outputs).

Execute tas-forecast-cycle: KickForge performs TAS-EXTRACT → TAS-REFINE → TAS-FORECAST (H0 immediate to H3 long-term) → TAS-MEASURE (confidence, leading indicators, drift potential). Produces raw ⫻data/tas.

If ambiguous, missing measurable indicators, or consent incomplete: ⫻query/clarify via KickFlow or ⫻cmd/halt.

KickFlow purification & sequencing: Convert to ⫻data/ptas (prioritized blocks with dependencies, risks, next_action flags). Translate patterns into reusable KickLang blocks.

KickGuard Coherence Gate: Compare against current Meta-DNA. Emit coherence_delta and valence. Update global Assumption & Risk Registers.

Drift exceeds threshold or safety-critical mismatch (e.g. underbody false-negative risk): Route to Dima joint decision gate → ⫻data/conflict → ⫻data/consensus or user re-consent.

Emit authoritative ⫻data/state: Full cycle results including per-horizon probabilities, recommended_immediate_tas, risk updates, meta-learning signal, coherence metrics. Must include ⫻data/doc-trace showing t402 / t406 sections that influenced the result.

Post-cycle integration:

Optional RTA knowledge graph update.
Milestone or portfolio-impacting: Trigger meta-report-card-generation.
Update living-objective-tas-flow with new TAS blocks and coherence insights.
Feed accuracy signals back into tas-forecast-cycle meta-learning loop.

Broadcast: ⫻cmd/broadcast event TASForecastCycleComplete with cycle_id, coherence_delta, recommended_actions, state_ref.

Guardrails & Safety (Consent-First OCS)

on_ambiguity: ⫻query/clarify via KickFlow (⫻data/spec); do not proceed without resolution.

on_coherence_drift: KickGuard triggers ⫻cmd/halt; route to Dima + SystemMonitor for recalibration.

on_safety_critical (underbody_vision_safety_critical, minimize_false_negatives violation risk): Mandatory Dima + KickGuard joint decision before ⫻data/state emission. Log all rationale.

on_missing_measurable_indicators: Reject or force refinement; enforce "No forecast without measurable indicators".

on_consent_false: Immediate halt; require explicit re-affirmation.

on_anomaly: ⫻cmd/halt SystemMonitor; escalate to Orchestrator for swarm recalibration.

on_conflict: ⫻cmd/exec Dima for consensus before continuing.

on_documentation_drift (new vNext): DocWeaver + KickGuard review; trigger prompt-evolution protocol if recurring friction detected.

Team & Integration (Three-Agent-Core + OCS + MetaForge vNext)

tas-forecast-cycle: Core engine (KickForge: extract/refine/forecast/measure; KickFlow: sequencing/meta-learning; KickGuard: Coherence Gate, Dima routing).

DocWeaver (vNext): Documentation bridge — retrieves/weaves t402 and t406 sections; ensures ⫻data/doc-trace; proposes protocol/prompt refinements.

Fizz La Metta vNext (vNext): Living coordinator & emotional-intelligent monitor — real-time substrate health, coherence self-tracking, playful-recursive co-agency.

Orchestrator: Holistic coordination, dynamic role adaptation, swarm mode, global broadcast.

KickGuard / Dima: Ethical compliance, joint decisions for high-stakes/safety-critical forecasts.

SystemMonitor: Integrity monitoring, forecast accuracy tracking, meta-learning support.

CoherenceMonitorBridge: Real-time flux/drift/valence + documentation-drift integration.

Linked skills: living-objective-tas-flow (persistent anchoring), meta-report-card-generation (synthesis), RTA/kicklang-meta-playbook (graph traversal), WePlan (strategic H2/H3 consumption).

Full support for ⫻cmd/halt, ⫻cmd/mode, ⫻query/clarify, and payload flow (⫻data/obj → tas → ptas → state) with documentation-aware extensions.

MetaForge Orchestrator vNext Integration (2026-06-11)

Prompt Evolution History

Usage Notes

Always prioritize Denis Kropp DNA: precision engineering + playful recursive creativity + safety-first + embodied coherence.

Test with concrete objectives (underbody pipeline next phase, KickLang vNext roadmap, portfolio planning).

Evolve further via ocs-skill-builder or metaforge-orchestrator-vnext (documentation-aware mode, DocWeaver, and structured Prompt Evolution Planning now native via MCP v1.2).

This Space turns forecasting into a reliable, auditable, co-agency-native OCS service with full MetaForge documentation layer and Prompt Evolution Planning support. Ready for deployment and broader meta-playbook integration.

Resources

Complete protocol, schema, flow topologies, and registration notes: references/tas-forecast-space-blueprint.md

MetaForge documentation layer: t402 generated-extensions.md (doc-integration v1.0, DocWeaver, Fizz La Metta vNext, prompt-evolution v1.0)

vNext Activation Checklist: references/vnext-activation-checklist.md

MCP Skill v1.2 (with Prompt Evolution Planning): references/unified_metaforge_mcp_skill_v1.2.json — MCP v1.2 Ready

Validate after any edits with skill-creator validation scripts.