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memory-manager

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업데이트2026년 6월 1일 21:32

Persistent memory layer across sessions. Use to recall prior context at the start of work, to store checkpoints at phase boundaries, and to answer "what did we decide / do before" questions. Backed by the agentmemory server (local SQLite + vector embeddings) on port 3111, with an MCP-only fallback. Every phase skill calls this to survive /clear and compaction boundaries.

설치

Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.

Manus에서 실행

출처

AZANIR

AZANIR/sdlc-kit

GitHub 저장소 열기 Creator 저장소 보기

다운로드

Manus에서 실행

Memory Manager (persistent layer)

Adapted from rohitg00/agentmemory. Gives the SDLC recall across sessions so work resumes instead of restarting.

Architecture

Server — local agentmemory server on http://127.0.0.1:3111 (started by the SessionStart hook via scripts/memory-up.*). Uses local SQLite + vector embeddings (@xenova/transformers, no external API).
Fallback — if the native server/iii-engine cannot run (esp. Windows), use the MCP server npx -y @agentmemory/mcp. Recall quality is lower but the workflow still functions.
Config — AGENTMEMORY_INJECT_CONTEXT=true and AGENTMEMORY_AUTO_COMPRESS=true are set in settings.json (both ship OFF by default upstream — we turn them ON).

Operations

recall(project, query?) — GET /recall. Do this at session start and before big decisions.
store(record) — POST /store. Do this at every phase boundary with keys in English: {project, kind, phase, artifact, decision, next, note}. Values may be Ukrainian.
checkpoint — a store with kind="checkpoint" and a "RESUME HERE" note.

When to call

SessionStart (hook does it) — recall.
End of each phase — store checkpoint.
Before /clear or on PreCompact (hook does it) — store checkpoint.
When the user asks what was decided/done previously — recall + answer.

Degradation

If memory is unavailable, say so explicitly and continue using .sdlc/state.json + the phase artifacts on disk as the fallback source of truth. Never block the workflow on memory.

Примітка (UK)

Шар постійної пам'яті між сесіями: локальний сервер agentmemory (SQLite + векторні ембединги) на порту 3111, з MCP як резервом. Ключі записів — англійською, значення можуть бути українською. Якщо памʼять недоступна — працюємо за файлами на диску й попереджаємо.

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Master coordinator for the full software development lifecycle. Use this when starting a new feature or project, when the user is unsure which phase to run, when resuming work after a break, or to establish/edit the project constitution. Routes to specify, plan, tasks, design, implement, review, and ship phases in the correct order and enforces that no phase is skipped. ALWAYS consider this skill first at the start of any development work.

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name	memory-manager
description	Persistent memory layer across sessions. Use to recall prior context at the start of work, to store checkpoints at phase boundaries, and to answer "what did we decide / do before" questions. Backed by the agentmemory server (local SQLite + vector embeddings) on port 3111, with an MCP-only fallback. Every phase skill calls this to survive /clear and compaction boundaries.

Memory Manager (persistent layer)

Adapted from rohitg00/agentmemory. Gives the SDLC recall across sessions so work resumes instead of restarting.

Architecture

Server — local agentmemory server on http://127.0.0.1:3111 (started by the SessionStart hook via scripts/memory-up.*). Uses local SQLite + vector embeddings (@xenova/transformers, no external API).
Fallback — if the native server/iii-engine cannot run (esp. Windows), use the MCP server npx -y @agentmemory/mcp. Recall quality is lower but the workflow still functions.
Config — AGENTMEMORY_INJECT_CONTEXT=true and AGENTMEMORY_AUTO_COMPRESS=true are set in settings.json (both ship OFF by default upstream — we turn them ON).

Operations

recall(project, query?) — GET /recall. Do this at session start and before big decisions.
store(record) — POST /store. Do this at every phase boundary with keys in English: {project, kind, phase, artifact, decision, next, note}. Values may be Ukrainian.
checkpoint — a store with kind="checkpoint" and a "RESUME HERE" note.

When to call

SessionStart (hook does it) — recall.
End of each phase — store checkpoint.
Before /clear or on PreCompact (hook does it) — store checkpoint.
When the user asks what was decided/done previously — recall + answer.

Degradation

If memory is unavailable, say so explicitly and continue using .sdlc/state.json + the phase artifacts on disk as the fallback source of truth. Never block the workflow on memory.