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Modular tooling for structured memory extraction, validation, promotion workflows, and document access/salience indexing.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Select, score, and source-remap standalone vertical short-form clips from a finished long-form video, creator-edited timeline, transcript, and original camera/audio/screen-recording sources. Use when repurposing a course, podcast, interview, tutorial, livestream, or horizontal A-roll edit into Instagram Reels, TikTok videos, or YouTube Shorts; when the user wants a ranked candidate list before editing; or when an approved long-form cut must be traced back to higher-quality untouched media for vertical reframing.
Direct and execute the visual pass after a short- or long-form talking-head video's A-roll and spoken story are locked. Use when a creator has a versioned A-cut export and wants Codex to apply a creator visual-style profile and produce A-roll punch-ins or reframes, proof assets, B-roll, captions, sound effects, transitions, transcript-anchored full-screen takeovers, diagrams, and Remotion or Manim animation while preserving the locked story. Supports long-form course openings, live Remotion Studio review, full-composite renders, transparent overlay tracks, individual editor assets, and native editor integration.
Umbrella skill for private export and import pipelines. Use this when the task spans multiple data sources or when no more specific export skill applies.
Modular tooling for journal ingestion, prep, and derived-context generation. Use when work involves reusable journal processing logic.
Run IgnitionBot trend sweeps and return scored briefs across configured sources.
Measure the current virality, velocity, and editorial usefulness of a news story, product launch, model release, funding event, or trend. Use when the user asks for a heat score, asks how hot/viral/trending something is, wants to compare competing news waves, decide whether a topic is worth covering now, distinguish mass attention from niche audience fit, or audit why a radar missed a high-signal canonical announcement.
| name | memory-ops |
| description | Modular tooling for structured memory extraction, validation, promotion workflows, and document access/salience indexing. |
| memory_tags | ["domain:memory","workflow:candidate-promotion","skill_role:operator","repo_boundary:tools","data_class:private-derived","risk:medium"] |
Use this skill when building reusable tooling for:
liferepo/memory/<private-repo>/memory/Implementations currently live in:
skills/memory-ops/scripts/Legacy entrypoints remain in <private-repo>/scripts/memory/ as wrappers that
delegate to this skill.