From 460588bf20d4f50c0a879d195f77189c6168f9e6 Mon Sep 17 00:00:00 2001 From: Teingi Date: Tue, 10 Mar 2026 00:07:59 +0800 Subject: [PATCH 1/8] add INSTALL.md, install.sh, Agent Skill --- INSTALL.md | 178 +++++++++++++++ README.md | 8 + README_CN.md | 8 + config.ts | 33 +++ index.ts | 31 ++- install.sh | 280 ++++++++++++++++++++++++ openclaw.plugin.json | 14 ++ skills/install-powermem-memory/SKILL.md | 112 ++++++++++ 8 files changed, 660 insertions(+), 4 deletions(-) create mode 100644 INSTALL.md create mode 100644 install.sh create mode 100644 skills/install-powermem-memory/SKILL.md diff --git a/INSTALL.md b/INSTALL.md new file mode 100644 index 0000000..1393b8b --- /dev/null +++ b/INSTALL.md @@ -0,0 +1,178 @@ +# Install PowerMem Memory for OpenClaw + +Give [OpenClaw](https://github.com/openclaw/openclaw) long-term memory via [PowerMem](https://github.com/oceanbase/powermem): intelligent extraction, Ebbinghaus forgetting curve. After setup, OpenClaw can **remember** facts from conversations and **recall** relevant context before responding. + +--- + +## One-Click Install (Linux / macOS) + +**Prerequisites:** OpenClaw installed (`openclaw --version`). PowerMem is **not** installed by this script—you either run a PowerMem server yourself (HTTP mode) or use the `pmem` CLI (CLI mode). The script only deploys the plugin and configures OpenClaw. + +```bash +curl -fsSL https://raw.githubusercontent.com/ob-labs/openclaw-extension-powermem/main/install.sh | bash +``` + +Or run from the repo root (no download): + +```bash +cd /path/to/openclaw-extension-powermem +bash install.sh +``` + +Non-interactive (defaults: HTTP mode, baseUrl http://localhost:8000): + +```bash +curl -fsSL https://raw.githubusercontent.com/ob-labs/openclaw-extension-powermem/main/install.sh | bash -s -y +``` + +Install to a specific OpenClaw instance: + +```bash +curl -fsSL ... | bash -s -- --workdir ~/.openclaw-second +``` + +The script will: 1) check OpenClaw, 2) ask mode (http / cli) and connection details, 3) deploy the plugin into `~/.openclaw/extensions/memory-powermem`, 4) run `npm install` there, 5) set OpenClaw config (plugins.enabled, slots.memory, entries.memory-powermem). + +**After running:** Start or ensure PowerMem is running (HTTP: `powermem-server --port 8000` in a dir with `.env`; CLI: `pmem` on PATH and optional `.env`). Then start OpenClaw: `openclaw gateway`. + +--- + +## Quick Start (Let OpenClaw Install It) + +Copy the skill file into OpenClaw’s skill directory, then ask OpenClaw to do the rest. + +**Linux / macOS:** + +```bash +mkdir -p ~/.openclaw/skills/install-powermem-memory +cp /path/to/openclaw-extension-powermem/skills/install-powermem-memory/SKILL.md \ + ~/.openclaw/skills/install-powermem-memory/ +``` + +**Windows (PowerShell):** + +```powershell +New-Item -ItemType Directory -Force "$env:USERPROFILE\.openclaw\skills\install-powermem-memory" +Copy-Item "path\to\openclaw-extension-powermem\skills\install-powermem-memory\SKILL.md" ` + "$env:USERPROFILE\.openclaw\skills\install-powermem-memory\" +``` + +Then tell OpenClaw: **「安装 PowerMem 记忆」** or **“Install PowerMem memory”** — it will read the skill and guide you through setup (install plugin, configure, start PowerMem if needed). + +For manual installation, continue below. + +--- + +## Prerequisites + +| Component | Purpose | +|-------------|---------| +| **OpenClaw** | CLI + gateway; run `openclaw --version` and `openclaw onboard` if needed. | +| **PowerMem** | Either (1) **HTTP**: run `powermem-server` (pip or Docker) and have a base URL, or (2) **CLI**: have `pmem` on PATH and a PowerMem `.env` (optional). | + +You do **not** need to install PowerMem inside OpenClaw; the plugin talks to an existing server or runs `pmem` locally. + +--- + +## Manual Installation Steps + +### 1. Install and start PowerMem (if using HTTP mode) + +See [README.md](README.md#step-1-install-and-start-powermem): install with `pip install powermem` or Docker, create `.env` (LLM + Embedding), then: + +```bash +cd /path/to/dir/with/.env +powermem-server --host 0.0.0.0 --port 8000 +``` + +Verify: `curl -s http://localhost:8000/api/v1/system/health` + +(If using **CLI mode** only, ensure `pmem` is on PATH and optionally set `POWERMEM_ENV_FILE` or use `--env-file`; the plugin will call `pmem` for each request.) + +### 2. Install the plugin into OpenClaw + +```bash +openclaw plugins install /path/to/openclaw-extension-powermem +# Or symlink for development: +openclaw plugins install -l /path/to/openclaw-extension-powermem +``` + +Confirm: `openclaw plugins list` shows `memory-powermem`. + +### 3. Configure OpenClaw + +Edit `~/.openclaw/openclaw.json` (or set via `openclaw config set`): + +**HTTP mode:** + +```json +{ + "plugins": { + "enabled": true, + "slots": { "memory": "memory-powermem" }, + "entries": { + "memory-powermem": { + "enabled": true, + "config": { + "mode": "http", + "baseUrl": "http://localhost:8000", + "autoCapture": true, + "autoRecall": true, + "inferOnAdd": true + } + } + } + } +} +``` + +**CLI mode (no server):** + +```json +"config": { + "mode": "cli", + "envFile": "/path/to/powermem/.env", + "pmemPath": "pmem", + "autoCapture": true, + "autoRecall": true, + "inferOnAdd": true +} +``` + +### 4. Restart and verify + +Restart the OpenClaw gateway (or app), then: + +```bash +openclaw ltm health +openclaw ltm add "I prefer Americano in the morning" +openclaw ltm search "coffee" +``` + +If health is OK and search returns the memory, setup is complete. + +--- + +## Multi-Instance (--workdir) + +To target a different OpenClaw instance: + +```bash +# Install script +curl -fsSL ... | bash -s -- --workdir ~/.openclaw-second + +# Manual config +OPENCLAW_STATE_DIR=~/.openclaw-second openclaw config set plugins.slots.memory memory-powermem +``` + +--- + +## Troubleshooting + +| Symptom | Fix | +|--------|-----| +| `openclaw ltm health` fails | PowerMem server not running or wrong `baseUrl`; for CLI, check `pmem` on PATH and `.env`. | +| Plugin not loaded | Ensure `plugins.slots.memory` is `memory-powermem` and gateway restarted. | +| Add/search returns 500 or empty | Check PowerMem logs; usually LLM/Embedding API key or model in `.env`. | + +More: [README.md#troubleshooting](README.md#troubleshooting). diff --git a/README.md b/README.md index 0622405..6c6a4be 100644 --- a/README.md +++ b/README.md @@ -121,6 +121,14 @@ JSON response means the server is up. API docs: `http://localhost:8000/docs`. --- +## Install options + +- **One-click (Linux/macOS):** See [INSTALL.md](INSTALL.md) for `install.sh` (curl or run from repo root). +- **Let OpenClaw install it:** Copy [skills/install-powermem-memory/SKILL.md](skills/install-powermem-memory/SKILL.md) to `~/.openclaw/skills/install-powermem-memory/`, then tell OpenClaw **「安装 PowerMem 记忆」** or **“Install PowerMem memory”**. +- **Manual:** Steps below. + +--- + ## Step 2: Install the plugin into OpenClaw On your machine (use your actual plugin path): diff --git a/README_CN.md b/README_CN.md index affbb15..c670e83 100644 --- a/README_CN.md +++ b/README_CN.md @@ -121,6 +121,14 @@ curl -s http://localhost:8000/api/v1/system/health --- +## 安装方式 + +- **一键安装（Linux/macOS）：** 见 [INSTALL.md](INSTALL.md)，使用 `install.sh`（curl 或从仓库根目录执行）。 +- **交给 OpenClaw 安装：** 将 [skills/install-powermem-memory/SKILL.md](skills/install-powermem-memory/SKILL.md) 复制到 `~/.openclaw/skills/install-powermem-memory/`，然后对 OpenClaw 说「**安装 PowerMem 记忆**」。 +- **手动安装：** 按下面步骤操作。 + +--- + ## 第二步：把本插件装进 OpenClaw 在**你本机**执行（路径改成你实际克隆的目录）： diff --git a/config.ts b/config.ts index a616d78..987d7f4 100644 --- a/config.ts +++ b/config.ts @@ -35,11 +35,18 @@ export type PowerMemConfig = { pmemPath?: string; userId?: string; agentId?: string; + /** Max memories to return in recall / inject in auto-recall. Default 5. */ + recallLimit?: number; + /** Min score (0–1) for recall; memories below are filtered. Default 0. */ + recallScoreThreshold?: number; autoCapture: boolean; autoRecall: boolean; inferOnAdd: boolean; }; +const DEFAULT_RECALL_LIMIT = 5; +const DEFAULT_RECALL_SCORE_THRESHOLD = 0; + const ALLOWED_KEYS = [ "mode", "baseUrl", @@ -48,6 +55,8 @@ const ALLOWED_KEYS = [ "pmemPath", "userId", "agentId", + "recallLimit", + "recallScoreThreshold", "autoCapture", "autoRecall", "inferOnAdd", @@ -105,6 +114,8 @@ export const powerMemConfigSchema = { typeof cfg.agentId === "string" && cfg.agentId.trim() ? cfg.agentId.trim() : undefined, + recallLimit: toRecallLimit(cfg.recallLimit), + recallScoreThreshold: toRecallScoreThreshold(cfg.recallScoreThreshold), autoCapture: cfg.autoCapture !== false, autoRecall: cfg.autoRecall !== false, inferOnAdd: cfg.inferOnAdd !== false, @@ -112,6 +123,28 @@ export const powerMemConfigSchema = { }, }; +function toRecallLimit(v: unknown): number { + if (typeof v === "number" && Number.isFinite(v) && v >= 1) { + return Math.min(100, Math.floor(v)); + } + if (typeof v === "string" && /^\d+$/.test(v)) { + const n = parseInt(v, 10); + return n >= 1 ? Math.min(100, n) : DEFAULT_RECALL_LIMIT; + } + return DEFAULT_RECALL_LIMIT; +} + +function toRecallScoreThreshold(v: unknown): number { + if (typeof v === "number" && Number.isFinite(v)) { + return Math.max(0, Math.min(1, v)); + } + if (typeof v === "string" && v.trim() !== "") { + const n = Number(v); + if (Number.isFinite(n)) return Math.max(0, Math.min(1, n)); + } + return DEFAULT_RECALL_SCORE_THRESHOLD; +} + /** Default user/agent IDs when not configured (single-tenant style). */ export const DEFAULT_USER_ID = "openclaw-user"; export const DEFAULT_AGENT_ID = "openclaw-agent"; diff --git a/index.ts b/index.ts index 2f551f5..24ba943 100644 --- a/index.ts +++ b/index.ts @@ -57,13 +57,29 @@ const memoryPlugin = { "Search through long-term memories. Use when you need context about user preferences, past decisions, or previously discussed topics.", parameters: Type.Object({ query: Type.String({ description: "Search query" }), - limit: Type.Optional(Type.Number({ description: "Max results (default: 5)" })), + limit: Type.Optional( + Type.Number({ description: "Max results (default: plugin recallLimit)" }), + ), + scoreThreshold: Type.Optional( + Type.Number({ description: "Min score 0–1 to include (default: plugin recallScoreThreshold)" }), + ), }), async execute(_toolCallId, params) { - const { query, limit = 5 } = params as { query: string; limit?: number }; + const limit = + typeof (params as { limit?: number }).limit === "number" + ? Math.max(1, Math.min(100, Math.floor((params as { limit: number }).limit))) + : cfg.recallLimit ?? 5; + const scoreThreshold = + typeof (params as { scoreThreshold?: number }).scoreThreshold === "number" + ? Math.max(0, Math.min(1, (params as { scoreThreshold: number }).scoreThreshold)) + : (cfg.recallScoreThreshold ?? 0); try { - const results = await client.search(query, limit); + const requestLimit = Math.min(100, Math.max(limit * 2, limit + 10)); + const raw = await client.search(query, requestLimit); + const results = raw + .filter((r) => (r.score ?? 0) >= scoreThreshold) + .slice(0, limit); if (results.length === 0) { return { @@ -319,8 +335,15 @@ const memoryPlugin = { api.on("before_agent_start", async (event) => { if (!event.prompt || event.prompt.length < 5) return; + const recallLimit = Math.max(1, Math.min(100, cfg.recallLimit ?? 5)); + const scoreThreshold = Math.max(0, Math.min(1, cfg.recallScoreThreshold ?? 0)); + try { - const results = await client.search(event.prompt, 3); + const requestLimit = Math.min(100, Math.max(recallLimit * 2, recallLimit + 10)); + const raw = await client.search(event.prompt, requestLimit); + const results = raw + .filter((r) => (r.score ?? 0) >= scoreThreshold) + .slice(0, recallLimit); if (results.length === 0) return; const memoryContext = results.map((r) => `- ${r.content}`).join("\n"); diff --git a/install.sh b/install.sh new file mode 100644 index 0000000..2d7371b --- /dev/null +++ b/install.sh @@ -0,0 +1,280 @@ +#!/bin/bash +# +# OpenClaw + PowerMem memory plugin installer +# Usage (from GitHub): +# curl -fsSL https://raw.githubusercontent.com/ob-labs/openclaw-extension-powermem/main/install.sh | bash +# Or from repo root: +# bash install.sh [ -y ] [ --workdir PATH ] +# +# Env: +# REPO=owner/repo - GitHub repo for download (default: ob-labs/openclaw-extension-powermem) +# BRANCH=branch - Branch/tag (default: main) +# INSTALL_YES=1 - Non-interactive (same as -y) +# SKIP_OPENCLAW=1 - Skip openclaw presence check +# + +set -e + +REPO="${REPO:-ob-labs/openclaw-extension-powermem}" +BRANCH="${BRANCH:-main}" +INSTALL_YES="${INSTALL_YES:-0}" +SKIP_OC="${SKIP_OPENCLAW:-0}" +HOME_DIR="${HOME:-$USERPROFILE}" +OPENCLAW_DIR="${HOME_DIR}/.openclaw" +PLUGIN_DEST="${OPENCLAW_DIR}/extensions/memory-powermem" +SELECTED_MODE="http" +BASE_URL="http://localhost:8000" +API_KEY="" +ENV_FILE="" +PMEM_PATH="pmem" + +# Parse args (curl | bash -s -- ...) +_expect_workdir="" +for arg in "$@"; do + if [[ -n "$_expect_workdir" ]]; then + OPENCLAW_DIR="$arg" + PLUGIN_DEST="${OPENCLAW_DIR}/extensions/memory-powermem" + _expect_workdir="" + continue + fi + [[ "$arg" == "-y" || "$arg" == "--yes" ]] && INSTALL_YES="1" + [[ "$arg" == "--workdir" ]] && { _expect_workdir="1"; continue; } + [[ "$arg" == "-h" || "$arg" == "--help" ]] && { + echo "Usage: curl -fsSL | bash [-s -- -y --workdir ]" + echo " or: bash install.sh [-y] [--workdir ]" + echo "" + echo "Options:" + echo " -y, --yes Non-interactive (defaults: http, baseUrl http://localhost:8000)" + echo " --workdir OpenClaw config dir (default: ~/.openclaw)" + echo " -h, --help Show this help" + echo "" + echo "Env: REPO, BRANCH, INSTALL_YES, SKIP_OPENCLAW" + exit 0 + } +done + +RED='\033[0;31m' +GREEN='\033[0;32m' +YELLOW='\033[1;33m' +BOLD='\033[1m' +NC='\033[0m' +info() { echo -e "${GREEN}[INFO]${NC} $1"; } +warn() { echo -e "${YELLOW}[WARN]${NC} $1"; } +err() { echo -e "${RED}[ERROR]${NC} $1"; } +bold() { echo -e "${BOLD}$1${NC}"; } + +# Detect OS +case "$(uname -s)" in + Linux*) OS="linux";; + Darwin*) OS="macos";; + CYGWIN*|MINGW*|MSYS*) OS="windows";; + *) OS="unknown";; +esac +if [[ "$OS" == "windows" ]]; then + err "Windows is not supported by this script. Use manual install (see INSTALL.md)." + exit 1 +fi + +# Detect if we're running from repo root (have package.json + openclaw.plugin.json) +FROM_REPO=0 +if [[ -f "package.json" && -f "openclaw.plugin.json" ]]; then + FROM_REPO=1 +fi + +detect_openclaw_instances() { + local list=() + for d in "${HOME_DIR}"/.openclaw "${HOME_DIR}"/.openclaw-*; do + [[ -d "$d" ]] || continue + [[ "$(basename "$d")" == .openclaw ]] || [[ "$(basename "$d")" == .openclaw-* ]] || continue + list+=("$d") + done + echo "${list[@]}" +} + +select_workdir() { + local instances=($(detect_openclaw_instances)) + if [[ ${#instances[@]} -le 1 ]]; then + return 0 + fi + if [[ "$INSTALL_YES" != "1" ]]; then + echo "" + bold "Found multiple OpenClaw instances:" + local i=1 + for inst in "${instances[@]}"; do + echo " ${i}) ${inst}" + i=$((i + 1)) + done + echo "" + read -r -p "Select instance number [1]: " _choice < /dev/tty || true + if [[ -n "$_choice" && "$_choice" =~ ^[0-9]+$ ]]; then + local idx=$((_choice - 1)) + if [[ $idx -ge 0 && $idx -lt ${#instances[@]} ]]; then + OPENCLAW_DIR="${instances[$idx]}" + PLUGIN_DEST="${OPENCLAW_DIR}/extensions/memory-powermem" + fi + fi + fi +} + +select_mode_and_config() { + if [[ "$INSTALL_YES" == "1" ]]; then + SELECTED_MODE="http" + BASE_URL="http://localhost:8000" + return 0 + fi + echo "" + read -r -p "Backend mode: http or cli [http]: " _mode < /dev/tty || true + _mode="${_mode:-http}" + if [[ "$_mode" == "cli" ]]; then + SELECTED_MODE="cli" + read -r -p "Path to PowerMem .env (optional): " ENV_FILE < /dev/tty || true + read -r -p "pmem binary path [pmem]: " _pmem < /dev/tty || true + PMEM_PATH="${_pmem:-pmem}" + else + SELECTED_MODE="http" + read -r -p "PowerMem server base URL [http://localhost:8000]: " _url < /dev/tty || true + BASE_URL="${_url:-http://localhost:8000}" + read -r -p "API Key (optional): " API_KEY < /dev/tty || true + fi +} + +check_openclaw() { + if [[ "$SKIP_OC" == "1" ]]; then + info "Skipping OpenClaw check (SKIP_OPENCLAW=1)" + return 0 + fi + if command -v openclaw >/dev/null 2>&1; then + info "OpenClaw detected ✓" + return 0 + fi + err "OpenClaw not found. Install it first, then rerun this script." + echo "" + echo " npm install -g openclaw" + echo " openclaw --version" + echo " openclaw onboard" + echo "" + exit 1 +} + +deploy_from_repo() { + info "Deploying plugin from current directory..." + mkdir -p "${PLUGIN_DEST}" + for f in index.ts config.ts client.ts client-cli.ts openclaw.plugin.json package.json tsconfig.json .gitignore; do + if [[ -f "$f" ]]; then + cp "$f" "${PLUGIN_DEST}/" + fi + done + if [[ -f "README.md" ]]; then + cp README.md "${PLUGIN_DEST}/" || true + fi + info "Installing plugin dependencies..." + (cd "${PLUGIN_DEST}" && npm install --no-audit --no-fund) || { + err "npm install failed in ${PLUGIN_DEST}" + exit 1 + } + info "Plugin deployed: ${PLUGIN_DEST}" +} + +deploy_from_github() { + # REPO defaults to ob-labs/openclaw-extension-powermem + [[ -n "$REPO" ]] || REPO="ob-labs/openclaw-extension-powermem" + local gh_raw="https://raw.githubusercontent.com/${REPO}/${BRANCH}" + local files=( + "index.ts" + "config.ts" + "client.ts" + "client-cli.ts" + "openclaw.plugin.json" + "package.json" + "tsconfig.json" + ".gitignore" + ) + mkdir -p "${PLUGIN_DEST}" + info "Downloading plugin from ${REPO}@${BRANCH}..." + for f in "${files[@]}"; do + local url="${gh_raw}/${f}" + if curl -fsSL --connect-timeout 15 --max-time 60 -o "${PLUGIN_DEST}/${f}" "${url}" 2>/dev/null; then + echo " ${f} ✓" + else + [[ "$f" == ".gitignore" ]] && echo "node_modules/" > "${PLUGIN_DEST}/${f}" || { + err "Download failed: ${url}" + exit 1 + } + fi + done + info "Installing plugin dependencies..." + (cd "${PLUGIN_DEST}" && npm install --no-audit --no-fund) || { + err "npm install failed in ${PLUGIN_DEST}" + exit 1 + } + info "Plugin deployed: ${PLUGIN_DEST}" +} + +configure_openclaw() { + info "Configuring OpenClaw..." + local oc_env=() + if [[ "$OPENCLAW_DIR" != "${HOME_DIR}/.openclaw" ]]; then + oc_env=(env OPENCLAW_STATE_DIR="$OPENCLAW_DIR") + fi + + "${oc_env[@]}" openclaw config set plugins.enabled true + "${oc_env[@]}" openclaw config set plugins.allow '["memory-powermem"]' --json + "${oc_env[@]}" openclaw config set plugins.slots.memory memory-powermem + "${oc_env[@]}" openclaw config set plugins.load.paths "[\"${PLUGIN_DEST}\"]" --json + + "${oc_env[@]}" openclaw config set plugins.entries.memory-powermem.config.mode "${SELECTED_MODE}" + "${oc_env[@]}" openclaw config set plugins.entries.memory-powermem.config.autoCapture true --json + "${oc_env[@]}" openclaw config set plugins.entries.memory-powermem.config.autoRecall true --json + "${oc_env[@]}" openclaw config set plugins.entries.memory-powermem.config.inferOnAdd true --json + + if [[ "$SELECTED_MODE" == "http" ]]; then + "${oc_env[@]}" openclaw config set plugins.entries.memory-powermem.config.baseUrl "${BASE_URL}" + [[ -n "$API_KEY" ]] && "${oc_env[@]}" openclaw config set plugins.entries.memory-powermem.config.apiKey "${API_KEY}" + else + "${oc_env[@]}" openclaw config set plugins.entries.memory-powermem.config.pmemPath "${PMEM_PATH}" + [[ -n "$ENV_FILE" ]] && "${oc_env[@]}" openclaw config set plugins.entries.memory-powermem.config.envFile "${ENV_FILE}" + fi + + info "OpenClaw plugin configured ✓" +} + +main() { + echo "" + bold "OpenClaw + PowerMem memory plugin installer" + echo "" + + select_workdir + info "Target: ${OPENCLAW_DIR}" + + select_mode_and_config + info "Mode: ${SELECTED_MODE}" + + check_openclaw + + if [[ "$FROM_REPO" == "1" ]]; then + deploy_from_repo + else + deploy_from_github + fi + + configure_openclaw + + echo "" + bold "════════════════════════════════════════" + bold " Installation complete!" + bold "════════════════════════════════════════" + echo "" + info "Next steps:" + if [[ "$SELECTED_MODE" == "http" ]]; then + echo " 1. Start PowerMem server (e.g. in a dir with .env): powermem-server --port 8000" + echo " 2. openclaw gateway" + echo " 3. openclaw ltm health" + else + echo " 1. Ensure pmem is on PATH (and optional .env)" + echo " 2. openclaw gateway" + echo " 3. openclaw ltm health" + fi + echo "" +} + +main "$@" diff --git a/openclaw.plugin.json b/openclaw.plugin.json index 45a6c6e..5aea3a3 100644 --- a/openclaw.plugin.json +++ b/openclaw.plugin.json @@ -42,6 +42,18 @@ "advanced": true, "help": "PowerMem agent_id for memory isolation (optional)" }, + "recallLimit": { + "label": "Recall limit", + "placeholder": "5", + "advanced": true, + "help": "Max memories to return in recall / inject in auto-recall (1–100)" + }, + "recallScoreThreshold": { + "label": "Recall score threshold", + "placeholder": "0", + "advanced": true, + "help": "Min score (0–1); memories below are filtered out" + }, "autoCapture": { "label": "Auto-Capture", "help": "Automatically store important information from conversations" @@ -66,6 +78,8 @@ "pmemPath": { "type": "string" }, "userId": { "type": "string" }, "agentId": { "type": "string" }, + "recallLimit": { "type": "number" }, + "recallScoreThreshold": { "type": "number" }, "autoCapture": { "type": "boolean" }, "autoRecall": { "type": "boolean" }, "inferOnAdd": { "type": "boolean" } diff --git a/skills/install-powermem-memory/SKILL.md b/skills/install-powermem-memory/SKILL.md new file mode 100644 index 0000000..f8a3ff1 --- /dev/null +++ b/skills/install-powermem-memory/SKILL.md @@ -0,0 +1,112 @@ +--- +name: powermem-memory +description: Install guide for PowerMem long-term memory plugin. After setup, the plugin auto-captures important information from conversations and auto-recalls relevant memories before replying. +triggers: + - "安装 PowerMem 记忆" + - "安装 PowerMem 记忆插件" + - "Install PowerMem memory" + - "Install PowerMem memory plugin" + - "配置 PowerMem 记忆" + - "Configure PowerMem memory" +--- + +# PowerMem Memory Guide + +## How It Works + +- **Auto-Capture**: At the end of a conversation, the plugin stores valuable user/assistant content into PowerMem, with optional intelligent extraction (infer). +- **Auto-Recall**: Before each turn, it searches for relevant memories and injects them into context. + +## When User Asks to Install + +1. **Check OpenClaw** + Run `openclaw --version`. If not installed, tell the user to install OpenClaw first: `npm install -g openclaw` and `openclaw onboard`. + +2. **Check PowerMem** + - **HTTP mode**: User must have PowerMem server running (e.g. `pip install powermem`, create `.env`, then `powermem-server --port 8000`). + - **CLI mode**: User needs `pmem` on PATH (and optionally a PowerMem `.env`). No server required. + +3. **Install the plugin** + If the user has the repo path: + ```bash + openclaw plugins install /path/to/openclaw-extension-powermem + ``` + Or from GitHub one-liner: + ```bash + curl -fsSL https://raw.githubusercontent.com/ob-labs/openclaw-extension-powermem/main/install.sh | bash + ``` + +4. **Configure OpenClaw** + Set memory slot and config. Example (HTTP, local server): + ```bash + openclaw config set plugins.enabled true + openclaw config set plugins.slots.memory memory-powermem + openclaw config set plugins.entries.memory-powermem.config.mode http + openclaw config set plugins.entries.memory-powermem.config.baseUrl http://localhost:8000 + openclaw config set plugins.entries.memory-powermem.config.autoCapture true --json + openclaw config set plugins.entries.memory-powermem.config.autoRecall true --json + openclaw config set plugins.entries.memory-powermem.config.inferOnAdd true --json + ``` + For **CLI mode** (no server): set `mode` to `cli`, and optionally `envFile`, `pmemPath`. + +5. **Verify** + Ask the user to restart the gateway, then run: + ```bash + openclaw ltm health + openclaw ltm add "I prefer coffee in the morning" + openclaw ltm search "coffee" + ``` + If health is OK and search returns the memory, installation succeeded. + +## Available Tools + +| Tool | Description | +|------|-------------| +| **memory_recall** | Search long-term memories by query. Params: `query`, optional `limit`, `scoreThreshold`. | +| **memory_store** | Save information (with optional infer). Params: `text`, optional `importance`. | +| **memory_forget** | Delete by `memoryId` or search with `query` then delete. | + +## Configuration + +| Field | Default | Description | +|-------|---------|-------------| +| `mode` | `http` | `http` (PowerMem server) or `cli` (local pmem, no server). | +| `baseUrl` | — | Required when mode is http, e.g. `http://localhost:8000`. | +| `apiKey` | — | Optional; for PowerMem server auth. | +| `envFile` | — | CLI mode: path to PowerMem `.env`. | +| `pmemPath` | `pmem` | CLI mode: path to pmem executable. | +| `recallLimit` | `5` | Max memories in recall / auto-recall. | +| `recallScoreThreshold` | `0` | Min score (0–1) to include. | +| `autoCapture` | `true` | Auto-store from conversations. | +| `autoRecall` | `true` | Auto-inject context before reply. | +| `inferOnAdd` | `true` | Use PowerMem intelligent extraction when adding. | + +## Daily Operations + +```bash +# Start gateway (after PowerMem server is running for HTTP mode) +openclaw gateway + +# Check health +openclaw ltm health + +# Manual add / search +openclaw ltm add "Some fact to remember" +openclaw ltm search "query" + +# Disable memory slot +openclaw config set plugins.slots.memory none + +# Re-enable +openclaw config set plugins.slots.memory memory-powermem +``` + +Restart the gateway after changing the memory slot. + +## Troubleshooting + +| Symptom | Fix | +|---------|-----| +| `openclaw ltm health` fails | For HTTP: ensure PowerMem server is running and `baseUrl` is correct. For CLI: ensure `pmem` is on PATH and optional `.env` is valid. | +| Plugin not loaded | Check `plugins.slots.memory` is `memory-powermem` and restart gateway. | +| Add/search returns 500 or empty | Check PowerMem server logs; usually LLM/Embedding API key or model in PowerMem `.env`. | From 5f307ec0a717a2c74b3ea120ff0566512fde42ae Mon Sep 17 00:00:00 2001 From: Teingi Date: Thu, 12 Mar 2026 19:14:08 +0800 Subject: [PATCH 2/8] add powermem skills --- package-lock.json | 1472 +++++++++++++++++ skills/install-powermem-memory/SKILL.md | 12 +- .../config-reference.md | 41 + .../install-powermem-memory/powermem-intro.md | 58 + 4 files changed, 1581 insertions(+), 2 deletions(-) create mode 100644 package-lock.json create mode 100644 skills/install-powermem-memory/config-reference.md create mode 100644 skills/install-powermem-memory/powermem-intro.md diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..a4573c0 --- /dev/null +++ b/package-lock.json @@ -0,0 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After setup, the plugin auto-captures important information from conversations and auto-recalls relevant memories before replying. +name: install-powermem-memory +description: Step-by-step guide to install and configure the PowerMem long-term memory plugin. After setup, the plugin auto-captures conversation highlights and auto-recalls relevant memories. triggers: - "安装 PowerMem 记忆" - "安装 PowerMem 记忆插件" @@ -8,10 +8,18 @@ triggers: - "Install PowerMem memory plugin" - "配置 PowerMem 记忆" - "Configure PowerMem memory" + - "PowerMem 是什么" + - "什么是 PowerMem" + - "What is PowerMem" --- # PowerMem Memory Guide +This skill folder includes supplementary docs to reference when needed: + +- **powermem-intro.md** — Product intro to PowerMem (what it is, core features, relationship with OpenClaw). Use when the user asks "what is PowerMem" or needs an overview. +- **config-reference.md** — Configuration options and common commands quick reference. + ## How It Works - **Auto-Capture**: At the end of a conversation, the plugin stores valuable user/assistant content into PowerMem, with optional intelligent extraction (infer). diff --git a/skills/install-powermem-memory/config-reference.md b/skills/install-powermem-memory/config-reference.md new file mode 100644 index 0000000..bbba3b3 --- /dev/null +++ b/skills/install-powermem-memory/config-reference.md @@ -0,0 +1,41 @@ +# Config & Commands Quick Reference + +Quick reference for this skill folder. See **SKILL.md** for full details. + +--- + +## Plugin configuration + +| Key | Default | Description | +|-----|---------|-------------| +| `mode` | `http` | `http` (PowerMem server) or `cli` (local pmem) | +| `baseUrl` | — | Required when mode is http, e.g. `http://localhost:8000` | +| `apiKey` | — | Optional; set when PowerMem server has auth enabled | +| `envFile` | — | CLI mode: path to PowerMem `.env` | +| `pmemPath` | `pmem` | CLI mode: path to `pmem` executable | +| `recallLimit` | `5` | Max number of memories per recall | +| `recallScoreThreshold` | `0` | Min score (0–1) to include a memory | +| `autoCapture` | `true` | Auto-store from conversations | +| `autoRecall` | `true` | Auto-inject relevant memories before replying | +| `inferOnAdd` | `true` | Use PowerMem intelligent extraction when adding | + +--- + +## Common OpenClaw commands + +```bash +# Health check +openclaw ltm health + +# Manual add / search +openclaw ltm add "Something to remember" +openclaw ltm search "query" + +# Disable memory slot +openclaw config set plugins.slots.memory none + +# Re-enable +openclaw config set plugins.slots.memory memory-powermem +``` + +Restart the gateway after changing plugin or memory-slot config for changes to take effect. diff --git a/skills/install-powermem-memory/powermem-intro.md b/skills/install-powermem-memory/powermem-intro.md new file mode 100644 index 0000000..d578b75 --- /dev/null +++ b/skills/install-powermem-memory/powermem-intro.md @@ -0,0 +1,58 @@ +# PowerMem Introduction + +Use this doc when the user asks "what is PowerMem", "why use PowerMem", or needs a product overview. + +--- + +## What is PowerMem? + +**PowerMem** ([GitHub: oceanbase/powermem](https://github.com/oceanbase/powermem)) is a **long-term memory service** that gives AI applications persistent, retrievable memory. It can run as an **HTTP server** (for clients like OpenClaw) or be used via the **CLI** (`pmem`) on the local machine. + +- **OpenClaw does not bundle Python**: This plugin talks to PowerMem over HTTP API or by invoking `pmem`; the user must install and run PowerMem separately. +- **Data stays on the user's side**: Memories are stored in the user's own database (seekdb, oceanbase, etc.), as configured in PowerMem's `.env`. + +--- + +## Core Features + +| Feature | Description | +|---------|-------------| +| **Intelligent extraction (Infer)** | When writing memories, can use an LLM to summarize, dedupe, and structure content so only the essential information is stored. Requires LLM + Embedding configured in PowerMem. | +| **Ebbinghaus forgetting curve** | Supports adjusting memory weight or review policy by forgetting curve so important information lasts longer. | +| **Multi-agent / multi-user isolation** | Uses `userId`, `agentId`, etc. to separate memories per user or agent so they do not interfere. | +| **Vector search** | Semantic search over memories (embedding-based) to recall what is most relevant to the current conversation. | + +--- + +## Relationship with OpenClaw + +- **OpenClaw**: Provides gateway, sessions, tool dispatch, etc.; its **memory slot** must be implemented by a plugin. +- **openclaw-extension-powermem**: Implements the memory slot and forwards store/recall/forget requests to PowerMem (HTTP or CLI). +- **PowerMem**: Handles storage, retrieval, intelligent extraction, and forgetting curve; it is where data actually lives. + +So: the user must **install and run PowerMem first** (or install the `pmem` CLI), then install this plugin and configure the connection (HTTP `baseUrl` or CLI `pmemPath`). + +--- + +## Advantages over OpenClaw file-based memory + +OpenClaw can work with **file-as-memory**: storing context in workspace files like `memory/YYYY-MM-DD-slug.md`, `MEMORY.md`, or `memory.md`, and using built-in search over those files. The **session-memory** hook writes a snapshot to a file on `/new` or `/reset`. PowerMem (via this plugin) offers a different model with these advantages: + +| Aspect | File-based (OpenClaw default) | PowerMem + plugin | +|--------|--------------------------------|--------------------| +| **Recall** | Load fixed files (e.g. today + yesterday) or search workspace; relevance is by recency or keyword/embedding over raw text. | **Semantic recall**: only the top‑k most relevant memories are injected per turn, with score threshold and limit. Fewer tokens, more focused context. | +| **Storage** | Append or overwrite Markdown; no automatic deduplication or structure. | **Structured store** in a DB (seekdb/oceanbase) with **intelligent extraction**: LLM can summarize, dedupe, and normalize when adding, so you keep essential facts instead of raw dumps. | +| **Decay / importance** | Files accumulate unless you manually consolidate or prune. | **Ebbinghaus forgetting curve**: importance and retention can be tuned so older or less relevant memories fade appropriately. | +| **Isolation** | Usually one workspace = one user; multi-agent or multi-user requires separate workspaces or conventions. | **userId / agentId**: same PowerMem backend can serve multiple users or agents with isolated namespaces. | +| **Auto-capture / auto-recall** | Session-memory saves on `/new` or `/reset`; the agent must explicitly read and write memory files otherwise. | **Auto-capture** at end of conversation and **auto-recall** before each turn, so memory is updated and injected without extra user or agent steps. | + +Use this section when the user asks why to use PowerMem instead of (or in addition to) OpenClaw’s file-based memory. + +--- + +## Two Usage Modes + +- **HTTP mode**: Run `powermem-server` on the host or a server; the OpenClaw plugin calls its API via `baseUrl`. Suited for multi-client, multi-user, or centralized deployment. +- **CLI mode**: No server; the plugin invokes the user's local `pmem` command. Suited for single-machine, lightweight use. + +For full install and configuration steps, see **SKILL.md** in this folder. From 6a8b5823111ed88f1474fb8d1b7c8a4285616872 Mon Sep 17 00:00:00 2001 From: Teingi Date: Thu, 12 Mar 2026 19:28:51 +0800 Subject: [PATCH 3/8] docs: update README.md --- README.md | 34 +++++++++++++++++++--------------- README_CN.md | 19 ++++++++++++------- 2 files changed, 31 insertions(+), 22 deletions(-) diff --git a/README.md b/README.md index 6c6a4be..0c4f803 100644 --- a/README.md +++ b/README.md @@ -20,7 +20,7 @@ Choose **Option A (pip)** or **Option B (Docker)**. ### Option A: Install with pip (run server locally) -Best if you already have Python 3.10+. +Best if you already have Python 3.11+. **1. Install PowerMem** @@ -34,19 +34,23 @@ In **any directory** where you want to keep config (e.g. `~/powermem`): ```bash mkdir -p ~/powermem && cd ~/powermem -# If you cloned PowerMem: cp /path/to/powermem/.env.example .env -# Otherwise use the minimal .env below. +# Copy from PowerMem repo: if you cloned it, run: cp /path/to/powermem/.env.example .env ``` -If you did not clone the PowerMem repo, create a `.env` with at least: database + LLM + Embedding. Here is a **minimal working example** (SQLite + Qwen; replace with your API key): +If you did not clone the PowerMem repo, create a `.env` with at least: database + LLM + Embedding. Here is a **minimal working example** (OceanBase + Qwen; replace with your API key and DB credentials): ```bash -# Create .env in ~/powermem (replace your_api_key_here) +# Create .env in ~/powermem (replace your_api_key_here and your_password) cat > .env << 'EOF' TIMEZONE=Asia/Shanghai -DATABASE_PROVIDER=sqlite -SQLITE_PATH=./data/powermem_dev.db -SQLITE_COLLECTION=memories +DATABASE_PROVIDER=oceanbase + +OCEANBASE_HOST=127.0.0.1 +OCEANBASE_PORT=2881 +OCEANBASE_USER=root@sys +OCEANBASE_PASSWORD=your_password +OCEANBASE_DATABASE=powermem +OCEANBASE_COLLECTION=memories LLM_PROVIDER=qwen LLM_API_KEY=your_api_key_here @@ -59,7 +63,7 @@ EMBEDDING_DIMS=1536 EOF ``` -Replace `your_api_key_here` with your Qwen API key. For OpenAI or others, see PowerMem’s [.env.example](https://github.com/oceanbase/powermem/blob/master/.env.example) for `LLM_*` and `EMBEDDING_*`. +Replace `your_api_key_here` with your Qwen API key and `your_password` with your OceanBase password. For SQLite (simplest local setup). For OpenAI or others, see PowerMem’s [.env.example](https://github.com/oceanbase/powermem/blob/master/.env.example) for `LLM_*` and `EMBEDDING_*`. **3. Start the HTTP server** @@ -101,7 +105,7 @@ Edit `.env` and set at least: - `LLM_API_KEY`, `LLM_PROVIDER`, `LLM_MODEL` - `EMBEDDING_API_KEY`, `EMBEDDING_PROVIDER`, `EMBEDDING_MODEL` -Database can stay default (SQLite). +Database can stay default; OceanBase is recommended (see .env.example). **2. Start the container** @@ -147,7 +151,7 @@ After install, run `openclaw plugins list` and confirm `memory-powermem` is list ## Step 3: Configure OpenClaw to use the plugin -Edit OpenClaw’s config (e.g. `~/.openclaw/openclaw.json). Add or merge `plugins.slots.memory` and `plugins.entries["memory-powermem"]`, and set the PowerMem URL. +Edit OpenClaw’s config (e.g. `~/.openclaw/openclaw.json`). At the **root level**, add or merge the `plugins` section: set `plugins.slots.memory` and `plugins.entries["memory-powermem"]`, and set the PowerMem URL. **Example (JSON):** @@ -225,8 +229,8 @@ If search returns the line you added (or similar), the full flow (PowerMem → p | `apiKey` | No | Set when PowerMem server has API key authentication enabled (http mode). | | `envFile` | No | CLI mode: path to PowerMem `.env` file. Optional; pmem discovers if omitted. | | `pmemPath` | No | CLI mode: path to `pmem` executable; default `pmem`. | -| `userId` | No | PowerMem `user_id` for isolation; default `openclaw-user`. | -| `agentId` | No | PowerMem `agent_id` for isolation; default `openclaw-agent`. | +| `userId` | No | User isolation (multi-user); default `openclaw-user`. | +| `agentId` | No | Agent isolation (multi-agent); default `openclaw-agent`. | | `autoCapture` | No | Auto-store from conversations after agent ends; default `true`. | | `autoRecall` | No | Auto-inject relevant memories before agent starts; default `true`. | | `inferOnAdd` | No | Use PowerMem intelligent extraction when adding; default `true`. | @@ -258,7 +262,7 @@ Exposed to OpenClaw agents: **1. `openclaw ltm health` fails or cannot connect** - Ensure PowerMem is running (Option A terminal still open, or Docker container up). -- Ensure `baseUrl` matches the real address (use `http://localhost:8000` for local). +- Ensure `baseUrl` matches the real address: use `http://localhost:8000` for local (avoid `127.0.0.1` unless you know it matches). - If OpenClaw and PowerMem are on different machines, use PowerMem’s host IP or hostname instead of `localhost`. **2. Add/search returns nothing or 500** @@ -273,7 +277,7 @@ Exposed to OpenClaw agents: --- -## Repository development +## Development ```bash cd /path/to/openclaw-extension-powermem diff --git a/README_CN.md b/README_CN.md index c670e83..93986f9 100644 --- a/README_CN.md +++ b/README_CN.md @@ -20,7 +20,7 @@ ### 方式 A：用 pip 安装（本机跑服务） -适合本机已有 Python 3.10+ 的情况。 +适合本机已有 Python 3.11+ 的情况。 **1. 安装 PowerMem** @@ -34,19 +34,24 @@ pip install powermem ```bash mkdir -p ~/powermem && cd ~/powermem -# 从 PowerMem 官方仓库复制模板（若未克隆仓库，见下方「最小 .env 示例」） +# 从 PowerMem 官方仓库复制模板 # 若已克隆：cp /path/to/powermem/.env.example .env ``` -若没有克隆 PowerMem 仓库，可以直接新建 `.env`，**最少**需要配置这三类（数据库 + LLM + Embedding）。下面是一个**最小可运行示例**（SQLite + 通义千问，请换成你自己的 API Key）： +若没有克隆 PowerMem 仓库，可以直接新建 `.env`，**最少**需要配置这三类（数据库 + LLM + Embedding）。下面是一个**最小可运行示例**seekdb/oceanbase + 通义千问，请换成你自己的 API Key）： ```bash # 在 ~/powermem 目录下创建 .env，内容示例（请替换 your_api_key_here） cat > .env << 'EOF' TIMEZONE=Asia/Shanghai -DATABASE_PROVIDER=sqlite -SQLITE_PATH=./data/powermem_dev.db -SQLITE_COLLECTION=memories +DATABASE_PROVIDER=oceanbase + +OCEANBASE_HOST=127.0.0.1 +OCEANBASE_PORT=2881 +OCEANBASE_USER=root@sys +OCEANBASE_PASSWORD=your_password +OCEANBASE_DATABASE=powermem +OCEANBASE_COLLECTION=memories LLM_PROVIDER=qwen LLM_API_KEY=your_api_key_here @@ -101,7 +106,7 @@ cp .env.example .env - `LLM_API_KEY`、`LLM_PROVIDER`、`LLM_MODEL` - `EMBEDDING_API_KEY`、`EMBEDDING_PROVIDER`、`EMBEDDING_MODEL` -数据库可保持默认（SQLite），无需改。 +数据库推荐使用（oceanbase）。 **2. 启动容器** From fc06e385ea2b024a5a32d749b7110458a92db417 Mon Sep 17 00:00:00 2001 From: Teingi Date: Mon, 16 Mar 2026 11:16:01 +0800 Subject: [PATCH 4/8] add release workflow --- .github/workflows/release.yml | 59 +++++++++++++++++++++++++++++++++++ 1 file changed, 59 insertions(+) create mode 100644 .github/workflows/release.yml diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml new file mode 100644 index 0000000..bb5408e --- /dev/null +++ b/.github/workflows/release.yml @@ -0,0 +1,59 @@ +name: Release + +on: + push: + tags: + - 'v*' + +permissions: + contents: write + +jobs: + release: + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - name: Setup Node.js + uses: actions/setup-node@v4 + with: + node-version: '20' + cache: 'npm' + + - name: Install dependencies + run: npm ci + + - name: Lint + run: npm run lint + + - name: Test + run: npm run test + + - name: Create release package + run: | + TAG="${GITHUB_REF#refs/tags/}" + mkdir -p release + git archive --format=zip --prefix=openclaw-extension-powermem/ HEAD -o release/openclaw-extension-powermem-$TAG.zip + + - name: Create GitHub Release + uses: softprops/action-gh-release@v2 + with: + generate_release_notes: true + files: release/*.zip + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + + # Publish to npm: add NPM_TOKEN in repo Settings → Secrets; optionally add NPM_PUBLISH=true in Variables + - name: Publish to npm + if: ${{ vars.NPM_PUBLISH == 'true' }} + env: + NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }} + run: | + TAG="${GITHUB_REF#refs/tags/}" + VERSION="${TAG#v}" + npm version "$VERSION" --no-git-tag-version --allow-same-version + echo "//registry.npmjs.org/:_authToken=${NODE_AUTH_TOKEN}" > .npmrc + npm publish From bd4b35408271ca57c2a4084097b0d3b922e4bc25 Mon Sep 17 00:00:00 2001 From: Teingi Date: Mon, 16 Mar 2026 23:18:08 +0800 Subject: [PATCH 5/8] OpenClaw Memory (PowerMem) --- .github/workflows/release.yml | 16 ++++++++++++---- README.md | 10 +++++++++- README_CN.md | 12 ++++++++++-- docs/images/openclaw_powermem.jpeg | Bin 0 -> 342424 bytes 4 files changed, 31 insertions(+), 7 deletions(-) create mode 100644 docs/images/openclaw_powermem.jpeg diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index bb5408e..f1a36c8 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -4,6 +4,8 @@ on: push: tags: - 'v*' + # Manual trigger for dev: lint, test, and package only; no GitHub Release or npm publish + workflow_dispatch: permissions: contents: write @@ -34,11 +36,17 @@ jobs: - name: Create release package run: | - TAG="${GITHUB_REF#refs/tags/}" + if [[ "$GITHUB_REF" == refs/tags/* ]]; then + PKG_VER="${GITHUB_REF#refs/tags/}" + else + PKG_VER="dev-$(date +%Y%m%d)-${GITHUB_SHA::7}" + fi mkdir -p release - git archive --format=zip --prefix=openclaw-extension-powermem/ HEAD -o release/openclaw-extension-powermem-$TAG.zip + git archive --format=zip --prefix=openclaw-extension-powermem/ HEAD -o release/openclaw-extension-powermem-$PKG_VER.zip + # Create GitHub Release only when run on a tag - name: Create GitHub Release + if: startsWith(github.ref, 'refs/tags/') uses: softprops/action-gh-release@v2 with: generate_release_notes: true @@ -46,9 +54,9 @@ jobs: env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - # Publish to npm: add NPM_TOKEN in repo Settings → Secrets; optionally add NPM_PUBLISH=true in Variables + # Publish to npm only on tag; set NPM_TOKEN in Settings → Secrets and NPM_PUBLISH=true in Variables - name: Publish to npm - if: ${{ vars.NPM_PUBLISH == 'true' }} + if: startsWith(github.ref, 'refs/tags/') && vars.NPM_PUBLISH == 'true' env: NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }} run: | diff --git a/README.md b/README.md index 0c4f803..ffa4d95 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,14 @@ +

+ +*[PowerMem](https://github.com/oceanbase/powermem) + [OpenClaw](https://github.com/openclaw/openclaw): maximum token savings for AI agents.* + +PowerMem with OpenClaw + +

+ # OpenClaw Memory (PowerMem) Plugin -This plugin lets [OpenClaw](https://github.com/openclaw/openclaw) use long-term memory via the [PowerMem](https://github.com/oceanbase/powermem) HTTP API: intelligent extraction, Ebbinghaus forgetting curve, multi-agent isolation. **No Python inside OpenClaw**—only a separately running PowerMem server is required. +This plugin lets [OpenClaw](https://github.com/openclaw/openclaw) use long-term memory via the [PowerMem](https://github.com/oceanbase/powermem) HTTP API: intelligent extraction, Ebbinghaus forgetting curve, multi-agent isolation. Follow the steps in order: install and start PowerMem, then install the plugin, configure OpenClaw, and verify. diff --git a/README_CN.md b/README_CN.md index 93986f9..b3a53f8 100644 --- a/README_CN.md +++ b/README_CN.md @@ -1,8 +1,16 @@ +

+ +*[PowerMem](https://github.com/oceanbase/powermem) + [OpenClaw](https://github.com/openclaw/openclaw)：为 AI Agent 极致的省 Token。* + +PowerMem with OpenClaw + +

+ # OpenClaw Memory (PowerMem) 插件 -本插件让 [OpenClaw](https://github.com/openclaw/openclaw) 通过 [PowerMem](https://github.com/oceanbase/powermem) 的 HTTP API 使用长期记忆：智能抽取、艾宾浩斯遗忘曲线、多 Agent 隔离。**OpenClaw 里不跑 Python**，只需一个单独运行的 PowerMem 服务。 +本插件让 [OpenClaw](https://github.com/openclaw/openclaw) 通过 [PowerMem](https://github.com/oceanbase/powermem) 的 HTTP API 使用长期记忆：智能抽取、艾宾浩斯遗忘曲线、多 Agent 隔离。 -下面按顺序做即可：先装 PowerMem 并启动服务，再装插件、改配置，最后验证。 +按顺序操作：先安装并启动 PowerMem，再安装插件、配置 OpenClaw，最后验证。 --- diff --git a/docs/images/openclaw_powermem.jpeg b/docs/images/openclaw_powermem.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..c81fc1018f6a2a47afdfafba1b01d2e90e153222 GIT binary patch literal 342424 zcmeFZc|4Tg|HnP{ETuBmWKGSGW$aN=8p|MNWE&*AAtXzpENyCt?9xJJ#u}x@nl=n= z%2FyMODVJvO4j>*jnC)%yTA8e_wwic(_@WEKRo=1fx3Edn3{)oh^LR5S4fb0l*bWuoSKF@YNt`u5f86GpKv)( zA3sX)E`^`>9xBLDymu)$>R4-7A2IRqr9xxuaS?{73A2Pga__Yz(@H69ihmn$T?Zt%9(^5^^wz6(@@h; zfMSk%`x=n;nf_ADKJEnF_OD*K6pE_>GjveY6n(CUGs<4G>*zw?Sk0{mP 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zrRqD0Mk#4}}0qsBrD8(ogxW{S-aWPAZTzhj%NOv2GF;1fttO8L>_)_A46BL-IQI2tn z0^@N-I}}nK#*s!T--RYQqykY+q^1`Vidr$!kggO`fyFKX}^U7=}beZb4|@HFc&nuQ)uVXfEJ2B3R(wo wD5dwJfVfddG;`@dTv{l>^q_qySS~FsC*ey)g5uJSrjP^aP5_p`9MpmT*_w+&ivR!s literal 0 HcmV?d00001 From 5fb8ac56ef0d495c4cdb3f009cbcb92710248239 Mon Sep 17 00:00:00 2001 From: Teingi Date: Mon, 16 Mar 2026 23:47:01 +0800 Subject: [PATCH 6/8] fixed: release ci --- .github/workflows/release.yml | 7 +++++ index.ts | 40 ++++++++++++++++---------- openclaw-plugin-sdk.d.ts | 53 +++++++++++++++++++++++++++++++++++ tsconfig.json | 2 +- 4 files changed, 86 insertions(+), 16 deletions(-) create mode 100644 openclaw-plugin-sdk.d.ts diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index f1a36c8..310ad0d 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -4,8 +4,14 @@ on: push: tags: - 'v*' + pull_request: # Manual trigger for dev: lint, test, and package only; no GitHub Release or npm publish workflow_dispatch: + inputs: + ref: + description: 'Branch, tag, or PR ref (e.g. refs/pull/123/merge). Leave empty to run on default branch.' + required: false + type: string permissions: contents: write @@ -17,6 +23,7 @@ jobs: - name: Checkout uses: actions/checkout@v4 with: + ref: ${{ github.event.inputs.ref || github.ref }} fetch-depth: 0 - name: Setup Node.js diff --git a/index.ts b/index.ts index 24ba943..4ca04b6 100644 --- a/index.ts +++ b/index.ts @@ -8,7 +8,11 @@ */ import { Type } from "@sinclair/typebox"; -import type { OpenClawPluginApi } from "openclaw/plugin-sdk/memory-core"; +import type { + OpenClawPluginApi, + OpenClawPluginCliContext, +} from "openclaw/plugin-sdk/memory-core"; +import type { OpenClawPluginServiceContext } from "openclaw/plugin-sdk"; import { powerMemConfigSchema, @@ -64,7 +68,7 @@ const memoryPlugin = { Type.Number({ description: "Min score 0–1 to include (default: plugin recallScoreThreshold)" }), ), }), - async execute(_toolCallId, params) { + async execute(_toolCallId: string, params: Record) { const limit = typeof (params as { limit?: number }).limit === "number" ? Math.max(1, Math.min(100, Math.floor((params as { limit: number }).limit))) @@ -73,6 +77,7 @@ const memoryPlugin = { typeof (params as { scoreThreshold?: number }).scoreThreshold === "number" ? Math.max(0, Math.min(1, (params as { scoreThreshold: number }).scoreThreshold)) : (cfg.recallScoreThreshold ?? 0); + const query = String((params as { query?: string }).query ?? ""); try { const requestLimit = Math.min(100, Math.max(limit * 2, limit + 10)); @@ -136,7 +141,7 @@ const memoryPlugin = { Type.Number({ description: "Importance 0-1 (default: 0.7)" }), ), }), - async execute(_toolCallId, params) { + async execute(_toolCallId: string, params: Record) { const { text, importance = 0.7 } = params as { text: string; importance?: number; @@ -195,7 +200,7 @@ const memoryPlugin = { query: Type.Optional(Type.String({ description: "Search to find memory" })), memoryId: Type.Optional(Type.String({ description: "Specific memory ID" })), }), - async execute(_toolCallId, params) { + async execute(_toolCallId: string, params: Record) { const { query, memoryId } = params as { query?: string; memoryId?: string }; try { @@ -277,7 +282,7 @@ const memoryPlugin = { // ======================================================================== api.registerCli( - ({ program }) => { + ({ program }: OpenClawPluginCliContext) => { const ltm = program .command("ltm") .description("PowerMem long-term memory plugin commands"); @@ -287,7 +292,9 @@ const memoryPlugin = { .description("Search memories") .argument("", "Search query") .option("--limit ", "Max results", "5") - .action(async (query: string, opts: { limit?: string }) => { + .action(async (...args: unknown[]) => { + const query = String(args[0] ?? ""); + const opts = (args[1] ?? {}) as { limit?: string }; const limit = parseInt(opts.limit ?? "5", 10); const results = await client.search(query, limit); console.log(JSON.stringify(results, null, 2)); @@ -310,7 +317,8 @@ const memoryPlugin = { .command("add") .description("Manually add a memory (for testing or one-off storage)") .argument("", "Content to store") - .action(async (text: string) => { + .action(async (...args: unknown[]) => { + const text = String(args[0] ?? ""); try { const created = await client.add(text.trim(), { infer: cfg.inferOnAdd }); if (created.length === 0) { @@ -332,15 +340,16 @@ const memoryPlugin = { // ======================================================================== if (cfg.autoRecall) { - api.on("before_agent_start", async (event) => { - if (!event.prompt || event.prompt.length < 5) return; + api.on("before_agent_start", async (event: unknown) => { + const e = event as { prompt: string; messages?: unknown[] }; + if (!e.prompt || e.prompt.length < 5) return; const recallLimit = Math.max(1, Math.min(100, cfg.recallLimit ?? 5)); const scoreThreshold = Math.max(0, Math.min(1, cfg.recallScoreThreshold ?? 0)); try { const requestLimit = Math.min(100, Math.max(recallLimit * 2, recallLimit + 10)); - const raw = await client.search(event.prompt, requestLimit); + const raw = await client.search(e.prompt, requestLimit); const results = raw .filter((r) => (r.score ?? 0) >= scoreThreshold) .slice(0, recallLimit); @@ -360,14 +369,15 @@ const memoryPlugin = { } if (cfg.autoCapture) { - api.on("agent_end", async (event) => { - if (!event.success || !event.messages || event.messages.length === 0) { + api.on("agent_end", async (event: unknown) => { + const e = event as { messages: unknown[]; success: boolean; error?: string }; + if (!e.success || !e.messages || e.messages.length === 0) { return; } try { const texts: string[] = []; - for (const msg of event.messages) { + for (const msg of e.messages) { if (!msg || typeof msg !== "object") continue; const msgObj = msg as Record; const role = msgObj.role; @@ -433,7 +443,7 @@ const memoryPlugin = { api.registerService({ id: "memory-powermem", - start: async (_ctx) => { + start: async (_ctx: OpenClawPluginServiceContext) => { try { const h = await client.health(); const where = cfg.mode === "cli" ? `cli ${cfg.pmemPath ?? "pmem"}` : cfg.baseUrl; @@ -450,7 +460,7 @@ const memoryPlugin = { ); } }, - stop: (_ctx) => { + stop: (_ctx: OpenClawPluginServiceContext) => { api.logger.info("memory-powermem: stopped"); }, }); diff --git a/openclaw-plugin-sdk.d.ts b/openclaw-plugin-sdk.d.ts new file mode 100644 index 0000000..e3ef508 --- /dev/null +++ b/openclaw-plugin-sdk.d.ts @@ -0,0 +1,53 @@ +/** + * Minimal type declarations for openclaw plugin-sdk so the extension type-checks + * without installing openclaw (faster CI). Runtime resolves via openclaw's loader. + */ +declare module "openclaw/plugin-sdk/memory-core" { + type CommandChain = { + command: (name: string, description?: string) => CommandChain; + description: (desc: string) => CommandChain; + argument: (name: string, description?: string) => CommandChain; + option: (flags: string, description?: string, defaultValue?: string) => CommandChain; + action: (fn: (...args: unknown[]) => void | Promise) => CommandChain; + }; + + export type OpenClawPluginCliContext = { + program: { + command: (name: string, description?: string) => CommandChain; + }; + config: unknown; + logger: { info: (msg: string) => void; warn: (msg: string) => void; debug?: (msg: string) => void }; + }; + + type ServiceContext = { + config: unknown; + workspaceDir?: string; + stateDir: string; + logger: { info: (msg: string) => void; warn: (msg: string) => void }; + }; + + export type OpenClawPluginApi = { + pluginConfig?: Record; + logger: { info: (msg: string) => void; warn: (msg: string) => void; debug?: (msg: string) => void }; + registerTool: (tool: unknown, opts?: { name?: string; names?: string[] }) => void; + registerCli: ( + registrar: (ctx: OpenClawPluginCliContext) => void | Promise, + opts?: { commands?: string[] }, + ) => void; + on: (hookName: string, handler: (event: unknown) => unknown | Promise) => void; + registerService: (service: { + id: string; + start: (ctx: ServiceContext) => void | Promise; + stop?: (ctx: ServiceContext) => void; + }) => void; + }; +} + +declare module "openclaw/plugin-sdk" { + export type OpenClawPluginServiceContext = { + config: unknown; + workspaceDir?: string; + stateDir: string; + logger: { info: (msg: string) => void; warn: (msg: string) => void }; + }; +} diff --git a/tsconfig.json b/tsconfig.json index ddfb583..f7fe567 100644 --- a/tsconfig.json +++ b/tsconfig.json @@ -11,6 +11,6 @@ "isolatedModules": true, "types": ["node", "vitest/globals"] }, - "include": ["*.ts", "*.test.ts"], + "include": ["*.ts", "*.test.ts", "openclaw-plugin-sdk.d.ts"], "exclude": ["node_modules"] } From 6a032943000d689e63ab71d45e26713032042005 Mon Sep 17 00:00:00 2001 From: Teingi Date: Mon, 16 Mar 2026 23:55:01 +0800 Subject: [PATCH 7/8] test: add config tests under test/ for CI --- test/config.test.ts | 77 +++++++++++++++++++++++++++++++++++++++++++++ tsconfig.json | 2 +- 2 files changed, 78 insertions(+), 1 deletion(-) create mode 100644 test/config.test.ts diff --git a/test/config.test.ts b/test/config.test.ts new file mode 100644 index 0000000..1f668d0 --- /dev/null +++ b/test/config.test.ts @@ -0,0 +1,77 @@ +/** + * Tests for PowerMem plugin config parsing and resolvers. + */ +import { describe, it, expect } from "vitest"; +import { + powerMemConfigSchema, + resolveUserId, + resolveAgentId, + DEFAULT_USER_ID, + DEFAULT_AGENT_ID, + type PowerMemConfig, +} from "../config.js"; + +describe("powerMemConfigSchema", () => { + it("parses valid http config with required fields", () => { + const cfg = powerMemConfigSchema.parse({ + mode: "http", + baseUrl: "http://localhost:8000", + autoCapture: true, + autoRecall: true, + inferOnAdd: true, + }) as PowerMemConfig; + expect(cfg.mode).toBe("http"); + expect(cfg.baseUrl).toBe("http://localhost:8000"); + expect(cfg.autoCapture).toBe(true); + expect(cfg.autoRecall).toBe(true); + expect(cfg.inferOnAdd).toBe(true); + expect(cfg.recallLimit).toBe(5); + expect(cfg.recallScoreThreshold).toBe(0); + }); + + it("parses valid cli config", () => { + const cfg = powerMemConfigSchema.parse({ + mode: "cli", + baseUrl: "", + autoCapture: false, + autoRecall: true, + inferOnAdd: false, + }) as PowerMemConfig; + expect(cfg.mode).toBe("cli"); + expect(cfg.pmemPath).toBe("pmem"); + }); + + it("rejects non-object config", () => { + expect(() => powerMemConfigSchema.parse(null)).toThrow("memory-powermem config required"); + expect(() => powerMemConfigSchema.parse("")).toThrow(); + }); + + it("rejects http mode without baseUrl", () => { + expect(() => + powerMemConfigSchema.parse({ + mode: "http", + baseUrl: "", + autoCapture: true, + autoRecall: true, + inferOnAdd: true, + }), + ).toThrow("baseUrl is required when mode is http"); + }); +}); + +describe("resolveUserId / resolveAgentId", () => { + it("returns default user/agent when not set", () => { + const cfg = { userId: undefined, agentId: undefined } as PowerMemConfig; + expect(resolveUserId(cfg)).toBe(DEFAULT_USER_ID); + expect(resolveAgentId(cfg)).toBe(DEFAULT_AGENT_ID); + }); + + it("returns configured user/agent when set", () => { + const cfg = { + userId: "user-1", + agentId: "agent-1", + } as PowerMemConfig; + expect(resolveUserId(cfg)).toBe("user-1"); + expect(resolveAgentId(cfg)).toBe("agent-1"); + }); +}); diff --git a/tsconfig.json b/tsconfig.json index f7fe567..d6a85f1 100644 --- a/tsconfig.json +++ b/tsconfig.json @@ -11,6 +11,6 @@ "isolatedModules": true, "types": ["node", "vitest/globals"] }, - "include": ["*.ts", "*.test.ts", "openclaw-plugin-sdk.d.ts"], + "include": ["*.ts", "openclaw-plugin-sdk.d.ts", "test/**/*.ts"], "exclude": ["node_modules"] } From 61d2826154f5b7c7b45295456d345ba7592dae85 Mon Sep 17 00:00:00 2001 From: Teingi Date: Wed, 18 Mar 2026 11:31:25 +0800 Subject: [PATCH 8/8] Plugin: add memory_recall system guidance, fix autoRecall query --- README.md | 14 ++++++++++++ README_CN.md | 14 ++++++++++++ index.ts | 62 +++++++++++++++++++++++++++++++++++++++++++++------- 3 files changed, 82 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index ffa4d95..9b4c90e 100644 --- a/README.md +++ b/README.md @@ -146,6 +146,9 @@ JSON response means the server is up. API docs: `http://localhost:8000/docs`. On your machine (use your actual plugin path): ```bash +# Install from npm (recommended for end users; OpenClaw downloads the package from the npm registry) +openclaw plugins install openclaw-extension-powermem + # Install from a local directory (e.g. cloned repo) openclaw plugins install /path/to/openclaw-extension-powermem @@ -153,6 +156,8 @@ openclaw plugins install /path/to/openclaw-extension-powermem openclaw plugins install -l /path/to/openclaw-extension-powermem ``` +**Note:** Running `npm i openclaw-extension-powermem` in a Node project only adds the package to that project’s `node_modules`; it does **not** register the plugin with OpenClaw. To use this as an OpenClaw plugin, you must run `openclaw plugins install openclaw-extension-powermem` (or install from a path as above), then configure OpenClaw and restart the gateway. + After install, run `openclaw plugins list` and confirm `memory-powermem` is listed. --- @@ -283,6 +288,15 @@ Exposed to OpenClaw agents: - Confirm `plugins.slots.memory` is `memory-powermem` and `plugins.entries["memory-powermem"].enabled` is `true`. - Restart the gateway (or OpenClaw app) after config changes. +**4. Agent does not search memory until I ask it to** + +- With `autoRecall: true`, the plugin injects system guidance so the agent is told to use `memory_recall` (or injected ``) when answering about past events, preferences, or people. Ensure `autoRecall` is not set to `false`. +- Auto-recall runs before each turn using the current user message (or the last user message if the prompt is very short). If you still see the agent answering without checking memory, try being explicit once (e.g. "check your memory for …") and ensure the run uses the plugin (e.g. web UI after `/new` uses the same gateway and plugin). + +**5. Agent tries to read `memory/YYYY-MM-DD.md` and gets ENOENT** + +- OpenClaw's built-in **session-memory** hook writes session snapshots to workspace `memory/YYYY-MM-DD-slug.md`. When you use PowerMem as the memory slot, the agent may still be told (by workspace docs or inference) to load those files, causing failed `read` calls. Disable the hook so only PowerMem is used: run `openclaw hooks disable session-memory`, or set `hooks.internal.entries["session-memory"].enabled` to `false` in `~/.openclaw/openclaw.json`. Restart the gateway after changing config. + --- ## Development diff --git a/README_CN.md b/README_CN.md index b3a53f8..8948d94 100644 --- a/README_CN.md +++ b/README_CN.md @@ -147,6 +147,9 @@ curl -s http://localhost:8000/api/v1/system/health 在**你本机**执行（路径改成你实际克隆的目录）： ```bash +# 从 npm 安装（推荐给终端用户；会从 npm 官方源自动下载并安装） +openclaw plugins install openclaw-extension-powermem + # 若插件在本机目录（例如克隆下来的） openclaw plugins install /path/to/openclaw-extension-powermem @@ -154,6 +157,8 @@ openclaw plugins install /path/to/openclaw-extension-powermem openclaw plugins install -l /path/to/openclaw-extension-powermem ``` +**说明：** 在某个 Node 项目里执行 `npm i openclaw-extension-powermem` 只会把包装进该项目的 `node_modules`，**不会**在 OpenClaw 里注册插件。若要在 OpenClaw 里使用本插件，必须执行 `openclaw plugins install openclaw-extension-powermem`（或按上面用本地路径安装），再在 OpenClaw 中配置并重启 gateway。 + 安装成功后，可用 `openclaw plugins list` 确认能看到 `memory-powermem`。 --- @@ -284,6 +289,15 @@ openclaw ltm search "咖啡" - 确认配置里 `plugins.slots.memory` 为 `memory-powermem`，且 `plugins.entries["memory-powermem"].enabled` 为 `true`。 - 改完配置后必须重启 gateway（或 OpenClaw 应用）。 +**4. 不主动说「从 PowerMem 查」Agent 就不查记忆** + +- 开启 `autoRecall: true` 后，插件会注入系统级指引，告诉 Agent 在回答与过去、偏好、人物相关的问题时先使用 `memory_recall` 或本轮已注入的 ``。请确认未把 `autoRecall` 设为 `false`。 +- 自动回忆在每轮开始前用当前用户消息（若 prompt 过短则用上一条用户消息）做检索。若仍出现不查就回复的情况，可先显式说一句「查一下记忆里关于……」确认流程正常；并确认 /new 后的 Web 会话走的是同一 gateway 与插件。 + +**5. Agent 尝试读取 `memory/YYYY-MM-DD.md` 并报 ENOENT** + +- OpenClaw 自带的 **session-memory** hook 会把会话摘要写到工作区的 `memory/YYYY-MM-DD-slug.md`。使用 PowerMem 作为记忆槽时，Agent 仍可能被工作区文档或模型推断引导去读这些文件，导致 `read` 报错。建议禁用该 hook，只使用 PowerMem：执行 `openclaw hooks disable session-memory`，或在 `~/.openclaw/openclaw.json` 里将 `hooks.internal.entries["session-memory"].enabled` 设为 `false`。修改配置后需重启 gateway。 + --- ## 本仓库开发命令 diff --git a/index.ts b/index.ts index 4ca04b6..8093c65 100644 --- a/index.ts +++ b/index.ts @@ -339,31 +339,77 @@ const memoryPlugin = { // Lifecycle Hooks // ======================================================================== + const MEMORY_RECALL_GUIDANCE = + "## Long-term memory (PowerMem)\n" + + "When answering about past events, user preferences, people, or anything the user may have told you before: use the memory_recall tool to search long-term memory first, or use any already injected in this turn.\n"; + + function lastUserMessageText(messages: unknown[] | undefined): string { + if (!Array.isArray(messages) || messages.length === 0) return ""; + for (let i = messages.length - 1; i >= 0; i--) { + const msg = messages[i]; + if (!msg || typeof msg !== "object") continue; + const role = (msg as Record).role; + if (role !== "user") continue; + const content = (msg as Record).content; + if (typeof content === "string" && content.trim().length >= 5) return content.trim(); + if (Array.isArray(content)) { + for (const block of content) { + if ( + block && + typeof block === "object" && + (block as Record).type === "text" && + typeof (block as Record).text === "string" + ) { + const t = String((block as Record).text).trim(); + if (t.length >= 5) return t; + } + } + } + } + return ""; + } + if (cfg.autoRecall) { api.on("before_agent_start", async (event: unknown) => { const e = event as { prompt: string; messages?: unknown[] }; - if (!e.prompt || e.prompt.length < 5) return; + const query = + (typeof e.prompt === "string" && e.prompt.trim().length >= 5 + ? e.prompt.trim() + : lastUserMessageText(e.messages)) || ""; + if (query.length < 5) { + return { prependSystemContext: MEMORY_RECALL_GUIDANCE }; + } const recallLimit = Math.max(1, Math.min(100, cfg.recallLimit ?? 5)); const scoreThreshold = Math.max(0, Math.min(1, cfg.recallScoreThreshold ?? 0)); try { const requestLimit = Math.min(100, Math.max(recallLimit * 2, recallLimit + 10)); - const raw = await client.search(e.prompt, requestLimit); + const raw = await client.search(query, requestLimit); const results = raw .filter((r) => (r.score ?? 0) >= scoreThreshold) .slice(0, recallLimit); - if (results.length === 0) return; - const memoryContext = results.map((r) => `- ${r.content}`).join("\n"); - api.logger.info( - `memory-powermem: injecting ${results.length} memories into context`, - ); + const memoryContext = + results.length > 0 + ? results.map((r) => `- ${r.content}`).join("\n") + : ""; + if (results.length > 0) { + api.logger.info( + `memory-powermem: injecting ${results.length} memories into context`, + ); + } return { - prependContext: `\nThe following memories may be relevant to this conversation:\n${memoryContext}\n`, + prependSystemContext: MEMORY_RECALL_GUIDANCE, + ...(memoryContext + ? { + prependContext: `\nThe following memories may be relevant to this conversation:\n${memoryContext}\n`, + } + : {}), }; } catch (err) { api.logger.warn(`memory-powermem: recall failed: ${String(err)}`); + return { prependSystemContext: MEMORY_RECALL_GUIDANCE }; } }); }