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Manages large context windows via chunking, summarization, and retrieval. Us efor long documents or user says manage context, too much context. Use when theuser needs this capability. Triggers: manage context, too much context, c hunkdocument, context budget.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Turn real-life personal stories into high-quality cinematic rap lyrics optimized for Suno.ai. Use when user says "use suno on this", "turn this into a suno rap", "make a suno song about", or wants to convert a story into rap lyrics. Handles story extraction via questions, cinematic structure, length targeting, Suno safety filtering, and multiple styles.
Composes multi-step agent workflows from goals and available skills. Use whe ntasks need orchestration or user says compose workflow, plan steps, adaptiv epipeline. Triggers: compose workflow, plan steps.
Scores task uncertainty to calibrate memory depth and iteration count. Use w hen stakes are high, facts are sparse, or user says quantify uncertainty, fa st slow think, uncertainty score. Triggers: quantify uncertainty, fast slow think,uncertainty score, how sure.
Extracts shareable insights from long agent sessions for export. Use when us erwants a summary to share, export takeaways, or create share card. Triggers :extract shares, shareable summary, export insights.
Runs validation tests on code, skills, or outputs after changes. Use after i mplementations or when user says run tests, auto test, validate changes. Tri ggers: run tests, auto test, validate changes. Use when the user needs this capability.
Guides enabling beta or experimental Grok features safely. Use when user ask sabout beta features, early access, or unlock experimental tools. Triggers: beta feature, early access, unlock experimental, enable beta.
| name | mega-context-manager |
| description | Manages large context windows via chunking, summarization, and retrieval. Us efor long documents or user says manage context, too much context. Use when theuser needs this capability. Triggers: manage context, too much context, c hunkdocument, context budget. |
| version | 1.1.0 |
| author | Stijnman |
| license | MIT |
| metadata | {"grok":{"tags":["manage context","too much context","chunk document","context budget"],"related_skills":["semantic-memory-manager","predictive-cache-manager","persistent-memory-bridge"]}} |
| compatibility | Grok agent; optional MCP and shell access |
semantic-memory-managerpredictive-cache-managerpersistent-memory-bridge| Failure | Response |
|---|---|
| Retrieval miss | Expand query; include adjacent chunks. |
Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.