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Part of with MCP connection we can do many things from design brochure flyer... in the Pika/Higgsfield-style omni vision
(ADR-0010).
Current P1 strength: Excellent deterministic flyer/one_pager via Orchestrator ...
agent
future-phase
mcp
Core to ADR-0010 (make omni like Pika for live character video chat + Higgsfield for interactive creative agents).
Current architecture: Excellent reliable async path (generate_avatar_presentation / generate_video_clip ...
agent
future-phase
mcp
provider
Environment Hardware 1 node 8 × NVIDIA B300 GPUs Software Python: 3.12.13 ms-swift (latest) Megatron backend
FlashAttention installed from source pip list | grep flash
flash_attn 2.8.4 flash-attn-4 4.0.0b17.dev0+gb02b07e.d20260608 ...
Goal
First slice of the multimodal epic (#162): image↔text search via a CLIP model, so a text query can retrieve a card by
the content of its image (a diagram, an image-occlusion, an anatomy figure), ...
enhancement
Related to ADR-0010 (Pika/Higgsfield character presence vision) and ADR-0009/ADR-0007.
Current: Pika-via-fal fixture + live queue submit adapters exist (packages/providers/pika_fal_*), recent commits ...
agent
future-phase
mcp
provider
Part of ADR-0010 vision (Pika character consistency + Higgsfield Soul character training for agents via MCP).
Current: presenter_image_asset_id + consent_asset_id per job, BrandVoice for tone/claims, ...
agent
future-phase
mcp
security
Carved out of #20 (which stays open to track the create path). Implements Decision 4 from
docs/design/logging-experience-decisions.md: logs are editable after saving — the piece PR #41 didn t wire up. ...
See ADR-0010 (adr/0010-omni-character-presence-pika-higgsfield-vision.md) for full context, gap analysis, and rationale.
Objective: Evolve the omni (MCP + swappable providers + agent contracts) so it ...
agent
future-phase
mcp
provider
vision
Problem
The Pi harness lists available skills (index only) but does not hydrate/inject core skill file contents before the
onboard protocol runs.
The rule load jacazul-engine, taskwarrior-expert, git-expert, ...
enhancement
Add an optional remote transport that reuses the same MCP registry and application services as the stdio server.
Acceptance Criteria
- The MCP package exposes a Streamable HTTP entry point without ...

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