A project setup and repair skill for TencentDB Agent Memory, a service that stores agent memory. It checks the project’s connection settings, keeps each project’s memory separate, and repairs a missing stop hook, which is a script run when work ends.

Initializing memory in a project, checking the memory gateway and authentication, deriving a project-based task ID, and restoring the automatic memory-saving stop script when needed.

It helps prevent memories from different projects being mixed together and catches incomplete or incorrect setup after copying configuration between projects.

How kuaizhongqiang/TencentAgentMemoryBridge configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to kuaizhongqiang/TencentAgentMemoryBridge. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/kuaizhongqiang/TencentAgentMemoryBridge/main/.claude/skills/memory-init/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/kuaizhongqiang/TencentAgentMemoryBridge

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/kuaizhongqiang/tencentagentmemorybridge/memory-init/github.svg)](https://agentmods.dev/skills/kuaizhongqiang/tencentagentmemorybridge/memory-init)

Your own site

<a href="https://agentmods.dev/skills/kuaizhongqiang/tencentagentmemorybridge/memory-init"><img src="https://agentmods.dev/badge/skills/kuaizhongqiang/tencentagentmemorybridge/memory-init/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/kuaizhongqiang/tencentagentmemorybridge/memory-init"><img src="https://agentmods.dev/badge/skills/kuaizhongqiang/tencentagentmemorybridge/memory-init.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 114 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,330 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00114	$0.01330
Opus 5.5	$0.00046	$0.00532
Sonnet 5.5	$0.00023	$0.00266
Haiku 4.5	$0.00011	$0.00133

Measured 2mo ago against content hash 607cd4a247be, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

memory-init scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/init.mjs, scripts/stop-memory-store.mjs), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/memory-init/SKILL.md · 62 lines

How it starts

The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.

memory-init

把当前项目接入 TencentDB Agent Memory（团队版 v3）。典型场景：把 TencentAgentMemoryBridge 的 .claude 文件夹整体复制到新项目后，执行本 skill，让该项目的 Claude Code 能正确按项目级 task_id 隔离记忆。

身份 vs 项目（必须先分清，禁止混用）

概念	配置项	取值形态	含义	是否随项目变
平台身份	`AGENT_ID`	`agt-xxx`	本 agent（claude-code）的隔离身份，meta 面注册实体	❌ 跨项目不变
团队	`TEAM_ID`	`team-xxx`	所属团队	❌ 跨项目不变
用户	`USER_ID`	`usr-xxx`	唯一人类用户	❌ 跨项目不变
项目标签	`TASK_ID`	项目名（如 `TencentAgentMemoryBridge`）	项目级隔离标签，自由字符串	✅ 每项目不同

⚠️ task_id 绝不等于/不来自任何身份 id：不要用 AGT_ID/TEAM_ID/USER_ID/key 当 task_id（mcp-bridge ≥0.4.0 会拒绝 agt-/team-/usr-/sk- 前缀并报错）。task_id 的取值是"这个项目叫什么"，身份是"我是谁"——两码事。

前置

.claude/settings.local.json 已含 mcpServers.agent-memory（随 .claude 一起拷贝过来）
本 skill 目录自带两个脚本（随 .claude 拷贝）：
- scripts/init.mjs — 初始化主脚本
- scripts/stop-memory-store.mjs — Stop hook 自动入库脚本（种子，用于补回缺失副本）

步骤

在项目根目录运行初始化脚本：

node .claude/skills/memory-init/scripts/init.mjs

读取输出，逐项核对：
- config.required / gateway.read / gateway.auth 是否 ✅
- task_id 是否等于期望的项目目录名（且不是 agt-/team-/usr- 开头的身份 id）
- Stop hook 状态：存在 / 已补写 / 修复: <路径>
出现 ❌ 项时按提示处理：
- 缺失配置 / 疑似占位符 → 补全 .claude/settings.local.json → mcpServers.agent-memory.env 的 MEMORY_ENDPOINT / API_KEY / SERVICE_ID / TEAM_ID / AGENT_ID / USER_ID
- task_id 校验 ❌（身份前缀）→ 清掉 TASK_ID 环境变量或改成项目名；绝不能把 AGT_ID 之类身份 id 填进 TASK_ID
- 网关不可达（gateway.read ❌）→ 检查 MEMORY_ENDPOINT 与网络
- hook.script ❌ 且无种子可补 → 说明 .claude 复制不完整，需从原项目重新复制
（可选）验证写路径会往 L0 留一条 bootstrap 标记，默认不做：
```
node .claude/skills/memory-init/scripts/init.mjs --verify-write
```
向用户汇报结果：身份、task_id、网关状态、Stop hook 是否已修复，以及下一步。汇报时分开说：agent_id=agt-xxx（平台身份，跨项目不变）、task_id=<项目名>（本项目），不要混为一谈。

关键事实（汇报与排障时引用）

task_id = 项目目录名（与 mcp-bridge deriveTaskIdFromCwd 一致，自动派生实现项目级记忆隔离）；可用 TASK_ID 环境变量覆盖，但值必须是项目名，身份 id（agt-/team-/usr-/sk- 前缀）会被拒绝
身份单一事实源：.claude/settings.local.json → mcpServers.agent-memory.env（team/agent/user + Bearer key + 可选 USER_KEY）；claude-code 的 agent_id 跨项目不变
MemoryCore 没有 task 实体创建 API（数据面）：task_id 是数据面字符串标签，conversation/add 携带即用，无需注册；meta 面 /v3/meta/task/* 是另一回事（管理端）
Stop hook 自愈：引用的 scripts/stop-memory-store.mjs 缺失时从 skill 种子补回；hooks.Stop 缺失时自动补写；state 文件加入 .gitignore
每轮对话结束后 Stop hook 自动写入 L0（按 session_id + 时间戳去重）；recall_memory / search_memories 按需调用，绝不自动

Read the full file on GitHub · 62 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 62 lines · 114 tokens per session scan A 607cd4a247be

Subscribe to this mod's changes

memory-init is a skill published in the GitHub repository kuaizhongqiang/TencentAgentMemoryBridge (1 stars, last pushed 3d ago), licensed MIT. It adds 114 tokens to every session and 1,330 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Memory and context

memory-init next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
memory-initkuaizhongqiang/TencentAgentMemoryBridge	Skill	1	3d ago	MIT	A	114	Claude Code
knowledge-ingestopenclaw/openclaw	Skill	394k	yesterday	MIT	A	80	Claude Code, Codex
mem0-oss-to-platformmem0ai/mem0	Skill	68k	2d ago	Apache-2.0	A	217	Claude Code, Codex
forgetasgeirtj/system_prompts_leaks	Skill	71k	2d ago	CC0-1.0	A	74	Claude Code, Codex
Cortexdanielmiessler/LifeOS	Skill	20k	yesterday	MIT	A	184	Claude Code
memoryopensquilla/opensquilla	Skill	7.1k	6d ago	Apache-2.0	A	44	Claude Code, Codex
ha-data-storesshiwenwen/hope-agent	Skill	1.9k	yesterday	MIT	A	115	Claude Code, Codex

TencentAgentMemoryBridge: Skill for Claude Code