Find stored Ruflo memories by meaning, keywords, or an optional ranking method. Search across storage groups, retrieve past solutions and task context, and see which search method actually ran, including any fallback.
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Search Ruflo memory with semantic retrieval, keyword/semantic union, or optional SmartRetrieval reranking
安装前可以查看交给 AI 代理的指令内容。
Search Ruflo's stored memories. Select a strategy supported by the Ruflo CLI or MCP tool, and report which one actually ran.
memory search or MCP memory_search.--hybrid: CLI keyword + semantic result union, deduplicated and sorted by score. This is not the ruvector search CLI and does not claim Graph RAG or sparse/dense RRF.--smart: request query expansion, RRF across variants, recency weighting, and MMR diversity. The MCP tool can fall back to plain search if the installed memory package lacks smartSearch; inspect the returned fallback note before claiming SmartRetrieval ran.memory_search_unified merges and deduplicates results from multiple namespaces.If the user requests --graph-rag, explain that this plugin has no supported text-query Graph RAG command. Offer --smart semantic retrieval as a clearly labeled fallback; do not claim graph traversal.
Parse the query, optional namespace, result limit, and strategy flags. Omit --namespace to search all namespaces.
For CLI commands, treat the query as untrusted shell input: use POSIX single-quote escaping for embedded apostrophes and reject embedded newlines. Do not interpolate it inside double quotes.
Run one of the supported paths:
Semantic (default)
npx @claude-flow/cli@latest memory search --query 'QUERY' --limit 10
MCP: mcp__plugin_ruflo-core_ruflo__memory_search({ query: "QUERY", limit: 10 })
Keyword + semantic union (--hybrid)
npx @claude-flow/cli@latest memory search --query 'QUERY' --type hybrid --limit 10
Add --namespace NAMESPACE only when the user requests one.
Smart retrieval (--smart)
npx @claude-flow/cli@latest memory search --query 'QUERY' --smart --limit 10
MCP: mcp__plugin_ruflo-core_ruflo__memory_search({ query: "QUERY", smart: true, limit: 10 })
Cross-namespace bridge search
mcp__plugin_ruflo-core_ruflo__memory_search_unified({ query: "QUERY", limit: 10 })
For a complex query, optionally request AgentDB context synthesis with its registered schema:
mcp__plugin_ruflo-core_ruflo__agentdb_context-synthesize({ query: "QUERY", maxEntries: 10 })
Present the returned entries with namespace attribution. Distinguish raw similarity from SmartRetrieval's rankingScore; neither is a probability of truth. State when SmartRetrieval fell back to plain search.
| Namespace | Typical content |
|---|---|
patterns | Reusable approaches |
tasks | Task context |
solutions | Resolved problems |
feedback | User corrections |
security | Security notes |
| (omit) | All available namespaces |
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Compare models available through the HuggingFace router with chat-ui configuration, research missing models, and write short English descriptions of their architecture and capabilities. Add entries to both production and development configuration files and commit the changes.
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Create an Architecture Decision Record, a document for recording important design choices, with the next sequential number. It generates a Markdown template, registers the record in AgentDB, and links related decisions found through search.
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Build a searchable index and relationship graph from ADRs, records of architectural decisions. Import two supported document formats, refresh existing metadata without duplicate relationships, and review summaries of statuses, missing references, and inconsistencies.
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Rebuild the index of ADRs, records of architectural decisions, after files or relationship lines are deleted. It clears stored records and relationships, indexes the files still present, and checks that the final record count matches.
中文简介正在准备中。当前显示英语简介。
Review code changes against accepted Architecture Decision Records, documents that capture agreed design choices. Report violations, outdated references, compliant changes, and areas without ADR coverage, then suggest code fixes or a new decision record where appropriate.
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Check saved architecture decision records (ADRs) for broken references, circular replacement relationships, and inconsistent statuses. Use the results to verify imported records or stop a CI check when selected integrity rules fail.
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