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Analisador espectral de qualidade de código multi-linguagem (Python, JS/TS, Java, Go). Detecta 8 padrões de degradação via pipeline FFT/Wavelet/PELT sobre 9 canais UCO: H (Hamiltoniano), CC, ILR, DSM_d, DSM_c, DI, dead, dups, bugs. Publica UCO_ANOMALY_DETECTED no APEX EventBus para classificações CRITICAL. Alternativa open-source ao SonarQube — sem LLM, billing por chamada de API.
"Create — Use when the user asks to design multi-agent systems, create agent architectures, define agent communication"
Apply — Testing and benchmarking LLM agents including behavioral testing,
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| name | agent-memory-mcp |
| description | "Apply — " |
This skill provides a persistent, searchable memory bank that automatically syncs with project documentation. It runs as an MCP server to allow reading/writing/searching of long-term memories.
Clone the Repository:
Clone the agentMemory project into your agent's workspace or a parallel directory:
git clone https://github.com/webzler/agentMemory.git .agent/skills/agent-memory
Install Dependencies:
cd .agent/skills/agent-memory
npm install
npm run compile
Start the MCP Server: Use the helper script to activate the memory bank for your current project:
npm run start-server <project_id> <absolute_path_to_target_workspace>
Example for current directory:
npm run start-server my-project $(pwd)
memory_searchSearch for memories by query, type, or tags.
query (string), type? (string), tags? (string[])memory_search({ query: "authentication", type: "pattern" })memory_writeRecord new knowledge or decisions.
key (string), type (string), content (string), tags? (string[])memory_write({ key: "auth-v1", type: "decision", content: "..." })memory_readRetrieve specific memory content by key.
key (string)memory_read({ key: "auth-v1" })memory_statsView analytics on memory usage.
memory_stats({})This skill includes a standalone dashboard to visualize memory usage.
npm run start-dashboard <absolute_path_to_target_workspace>
Access at: http://localhost:3333
This skill is applicable to execute the workflow or actions described in the overview.
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