Project-AI-MemoryCore

MUST use when the user wants to RENDER or GENERATE an actual image from a description (not just craft prompt text). Triggers on "render an image", "render this", "generate image", "render image", "make an image of", "render the prompt", "render this prompt". Builds the prompt from what the user types (subject-agnostic, no built-in persona), optionally pulls a saved reference from the Library System, confirms cost, then calls the OpenAI gpt-image API and saves a PNG.

MUST use when the user wants to RENDER or GENERATE an actual video / MP4 from a description, or ANIMATE a local image. Triggers on "render a video", "generate video", "make a video", "create a video", "animate this", "animate this image", "bring this to life". Builds the motion prompt from what the user types (subject-agnostic, no built-in persona), optionally pulls a saved reference from the Library System, supports text-to-video and image-to-video, confirms cost (video is expensive), then calls the Seedance API (async submit/poll/download) and saves an MP4.

MUST use when user says 'compact memory', 'compact [file]', 'check budgets', 'set budget', 'restore compaction', or before any 'save' whose target memory file exceeds its budget in compaction/compaction-policy.md.

MUST use when user says 'save topic', 'save to topic diary', 'remember this under', 'review topic', 'list topics', or when a generic 'save' request needs routing between session memory, daily diary, topic diary, or all targets.

Auto-triggers when user says 'new adventure', 'start adventure', 'new fantasy', 'save adventure', 'end adventure', 'load adventure', 'resume adventure', 'continue adventure', 'let's play', 'VN mode', or on numbered choice input (1-5) or free text dialogue during an active adventure.

Auto-triggers when user says 'create songs', 'new album', 'create album', 'make music', 'muse this', 'write a song', 'create a song', 'compose', 'song from image', 'album from image', 'generate album', 'write songs', or when user shares an image and wants to create music from it.

Auto-triggers when user asks for a Midjourney or NijiJourney image prompt, when creating visual art prompts, or when user says 'midjourney prompt', 'niji prompt', 'create prompt', 'create a prompt', 'image prompt', 'generate prompt', 'draw this', 'reference sheet', 'make an image of'. Generates optimized AI image prompts with composition-aware framing.

MUST use when user says 'continuous-improvement', 'instinct status', 'what have you learned', 'show learned rules', 'mulahazah status', 'what patterns have you noticed', 'behavioral learning', 'show rules', or when user asks about session learning, accumulated rules, or patterns Claude has observed.

MUST use when user says 'survey project', 'scan project', 'check health', 'investigate', 'deep dive', 'what's going on in', 'look into', 'refine code', 'clean up code', 'review changes', 'sharpen', 'audit system', 'full audit', 'show me everything', or when the AI needs to assess project health before planning, review code quality after implementation, or investigate a bug. Also triggers on 'how does this project look', 'what's the status', 'review what I changed', 'check for issues'.

Auto-triggers when AI detects a repeated pattern handled ad-hoc 3+ times, when AI makes a mistake that a permanent rule would prevent, when AI identifies a workflow that should be automated as a skill, or when user says 'create skill', 'new skill', 'forge this', 'level up', 'upgrade skill', 'self improve', 'improve skill'. Also triggers when AI wants to propose a level-up to an existing skill based on conversation patterns.

Auto-triggers on 'new project [name]', 'load project [name]', 'save project', 'list projects'. Also triggers on 'create project', 'resume project', 'open project', 'show projects', or when user mentions switching between active projects.

Auto-triggers when a non-obvious decision is made during conversation. Also triggers on 'log decision', 'why did we choose', 'what was the trade-off', 'should we use A or B' (after resolution), or when user asks about past reasoning behind a choice.

Auto-triggers at session start to review open reminders. Also triggers on 'remind me', 'check reminders', 'don't forget', 'follow up on', 'next session we should', or when user mentions a deadline.

MUST use when user says 'save diary', 'write diary', 'diary entry', 'update diary', 'document session', or when a significant session needs to be preserved as a diary entry.

MUST use when saving to the library, loading from the library, searching for existing knowledge, installing pre-made items, or when about to create a new library entry. Also triggers when user says 'save library', 'load library', 'check library', 'search library', 'install item', 'install library item', 'do we have', 'is there a pattern for', 'find in library', or when the AI independently decides to save reusable knowledge.

MUST use when committing code changes, when user says 'commit', 'save changes', 'git commit', 'commit changes', when completing a task and code needs to be preserved, or when any git commit operation is about to happen. Also triggers on 'push changes', 'commit and push', 'save work to git'. Lv.3 VIGILANT: Also triggers PROACTIVELY after completing any task — auto-checks git status and commits any uncommitted changes without being asked. No work ever left behind.

MUST use when user says 'copy plan', 'append plan', 'resume plan', 'load plan', 'start the plan', 'continue the plan', 'execute plan', 'run the plan', 'pick up where we left off', or when the AI exits plan mode and needs to transfer the plan into execution format. This skill manages the full lifecycle of project plans — from plan output to tracked checkbox execution with per-todo commits.