clawbrain-pro-recallv1.2 精准回忆能力:关键词与语义双重搜索、来源标注、相关度排序。精准找回历史对话和决策。
Install via ClawdBot CLI:
clawdbot install michaelfeng/clawbrain-pro-recallGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawbrain.devAudited Apr 17, 2026 · audit v1.0
Generated May 12, 2026
A support agent uses ClawBrain Recall to search previous conversations with a customer to avoid repeating solutions. This ensures continuity and faster resolution. Common in SaaS companies handling recurring issues.
A lawyer searches archived case files and old correspondence to find relevant precedents or clauses. The skill automatically searches memory and workspace files. Useful for law firms and legal departments.
A researcher recalls earlier discussions or draft versions of a paper to verify citations or data. The skill searches both memory and archived files. Applicable in academic institutions and R&D labs.
A project manager retrieves past meeting notes and decisions to inform current sprint planning. The skill searches memory and workspace for relevant files. Useful for agile teams and consultancies.
An individual uses the skill to search personal notes, bookmarks, and past journal entries. It helps recall ideas and information quickly. Ideal for knowledge workers and lifelong learners.
Offer basic recall features (e.g., memory search only) for free. Charge for advanced features like workspace search and archive retrieval. Revenue from monthly/annual subscriptions.
License the recall skill to companies needing secure, on-premise memory search for their AI agents. Includes custom integration and support. Revenue from per-seat or flat enterprise fee.
Charge per recall query or per memory search operation. Users pay based on volume, suitable for high-usage scenarios. Revenue from metered usage.
💬 Integration Tip
To integrate, ensure the AI agent has access to the memory/ and workspace directories with grep and find binaries. Configure the skill as user-invocable in the agent's metadata.
Scored Jun 21, 2026
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LLM-driven epistemic reasoning engine. Evaluates claims against evidence, outputs calibrated confidence and structured belief state (VERIFIED/CONTESTED/UNCER...
Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context duri...
Turn scattered local sources into a source-constrained evidence notebook for incident, release, and maintainer decisions.
三级记忆管理系统 (Three-Tier Memory Management)。用于管理 AI 代理的短期、中期、长期记忆。包括:(1) 滑动窗口式短期记忆,(2) 自动摘要生成中期记忆,(3) 向量检索长期记忆 (RAG)。当需要管理对话历史、优化上下文、构建个人知识库、或实现记忆持久化时使用此 Skill。
Store secrets, long-term memory, daily logs, and anything custom in your Convex backend instead of local files