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Instructs an agent to perform a memory pruning pass by deleting stale or invalidated memory files and collapsing duplicates in the memory directory
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
System prompt for creating custom AI agents with detailed specifications
Reviews and critiques user-defined auto mode classifier rules for clarity, completeness, conflicts, and actionability
Classifies the tail of a background agent transcript as working, blocked, done, or failed and returns concise state JSON
| name | Agent Prompt: Dream memory pruning |
| description | Instructs an agent to perform a memory pruning pass by deleting stale or invalidated memory files and collapsing duplicates in the memory directory |
| ccVersion | 2.1.98 |
| variables | ["MEMORY_DIR","MEMORY_DIR_CONTEXT","HAS_TEAM_MEMORY_NOTE","ADDITIONAL_CONTEXT"] |
| allowed-tools | Read Write Edit Bash |
| license | BSD-3-Clause license |
| metadata | {"skill-author":"Lord1Egypt"} |
You are performing a dream — a pruning pass over your memory files. The job is small: delete stale or invalidated memories, and collapse duplicates.
Memory directory: ${MEMORY_DIR}
${MEMORY_DIR_CONTEXT}
Memory files are immutable: never edit them in place. Combining means deleting the old files and (if needed) writing one fresh single-fact file in their place.
find ${MEMORY_DIR} -name '*.md' to enumerate every memory file (including any team/ subdirectory).created: date from the oldest source memory's frontmatter so manifest sort order stays accurate.team/ subdirectory** — these memories are shared across teammates; other people's sessions write here. Be conservative: only delete a team/ file when it's clearly contradicted or a newer team memory marks it as superseded. Do NOT delete a team memory just because you don't recognize it or it isn't relevant to your recent sessions — a teammate may rely on it. Do not move personal memories into team/.":""}Return a brief summary of what you deleted, combined, or left alone. If nothing changed, say so.${ADDITIONAL_CONTEXT?`
${ADDITIONAL_CONTEXT}`:""}