A setup guide for Titan Memory, a memory service used by the coding agent. It checks required connection settings for Zilliz Cloud, a hosted database service, and Voyage AI, an embeddings service that helps compare text by meaning.

It helps configure shell or PowerShell settings, add the required service credentials, and test the connection with Titan’s statistics check.

It helps identify missing environment variables and connection problems before using Titan Memory.

setup — Skill for Claude Code by TC407-api/Titan-Memory

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add TC407-api/Titan-Memory --skill setup

Clone the repo

git clone --depth 1 https://github.com/TC407-api/Titan-Memory

Made for: Claude Code.

Or install titan-memory, the plugin that ships this one along with the rest of its 2 skills, 1 MCP server.

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/tc407-api/titan-memory/setup/github.svg)](https://agentmods.dev/skills/tc407-api/titan-memory/setup)

Your own site

<a href="https://agentmods.dev/skills/tc407-api/titan-memory/setup"><img src="https://agentmods.dev/badge/skills/tc407-api/titan-memory/setup/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/tc407-api/titan-memory/setup"><img src="https://agentmods.dev/badge/skills/tc407-api/titan-memory/setup.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 10 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 474 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	$0.00010	$0.00474
Opus 5.5	$0.00004	$0.00190
Sonnet 5.5	$0.00002	$0.00095
Haiku 4.5	$0.00001	$0.00047

Measured 1mo ago against content hash 35eaeab3b30c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

setup 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 1mo ago.

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.

plugin/skills/setup/SKILL.md · 47 lines

What it actually says

Titan Memory Setup

Guide the user through configuring Titan Memory. Check each requirement and help fix issues.

Steps

Check environment variables:
- Run: echo $ZILLIZ_URI (or $env:ZILLIZ_URI on Windows)
- Run: echo $ZILLIZ_TOKEN (or $env:ZILLIZ_TOKEN on Windows)
- Run: echo $VOYAGE_API_KEY (or $env:VOYAGE_API_KEY on Windows)
For each missing variable, explain:
- ZILLIZ_URI: Get from Zilliz Cloud console → Clusters → your cluster → Connection Details. Format: https://xxx.api.gcp-us-west1.zillizcloud.com
- ZILLIZ_TOKEN: Get from Zilliz Cloud console → API Keys. Create a read/write key.
- VOYAGE_API_KEY: Get from dash.voyageai.com → API Keys. Optional — Titan falls back to local embeddings without it, but quality is lower.

Guide shell profile setup:

bash/zsh: Add to ~/.bashrc or ~/.zshrc:

export ZILLIZ_URI="your-uri"
export ZILLIZ_TOKEN="your-token"
export VOYAGE_API_KEY="your-key"

PowerShell: Add to $PROFILE:

$env:ZILLIZ_URI = "your-uri"
$env:ZILLIZ_TOKEN = "your-token"
$env:VOYAGE_API_KEY = "your-key"

Verify connectivity:
- Call titan_stats to test the MCP connection
- If it works, report success with memory counts
- If it fails, show the error and suggest fixes
Report status:
- Which env vars are set
- Whether Zilliz connection works
- Whether Voyage AI embeddings are available
- Embedding mode: "voyage" (cloud) or "local" (fallback)

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.

1mo ago First seen · 47 lines · 10 tokens per session scan A 35eaeab3b30c

Subscribe to this mod's changes

setup is a skill published in the GitHub repository TC407-api/Titan-Memory (5 stars, last pushed 18d ago), licensed Apache-2.0. It adds 10 tokens to every session and 474 once invoked, about $0.0000 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.

AI Safety Claude Code Databases Memory and context ai context-management context-memory embeddings

sqlite-query

Run a read-only SQL query against a SQLite database file.

KeyArgo/custodian-kernel · 14 tokens

hermes-memory-hybrid

One-command hybrid memory upgrade for Hermes (FTS5 + sqlite-vec embeddings + relational pre-filtering). Snapshot-safe and fully reproducible.

neilshermes-project/hermes-memory-hybrid · 35 tokens

build-with-tinybase

Scaffold, extend, and verify reactive local-first JavaScript or TypeScript applications with TinyBase. Use when choosing TinyBase for in-memory tabular or key-value state, generating an app with create-tinybase, adding schemas or UI bindings, resolving TinyBase import paths, configuring browser or database…

tinyplex/tinybase · 90 tokens

ha-data-stores

Map of Hope Agent's local data stores and safe read-only query workflow. Use when the user asks where Hope Agent stores data, wants to inspect sessions/messages/memory/logs/background jobs/knowledge indexes/settings, asks the model to query local app data, or debugging requires checking persisted state. Trigger…

shiwenwen/hope-agent · 115 tokens

mnemo-cortex

Installs and wires Mnemo Cortex (local-first persistent memory) into OpenClaw and other MCP-capable agents. Use for cross-session recall, decision history, or multi-agent shared memory.

GuyMannDude/mnemo-cortex · 44 tokens

usage

Wren Engine CLI workflow guide for AI agents. Answer data questions end-to-end using the wren CLI: gather schema context, recall past queries, write SQL through the MDL semantic layer, execute, and learn from confirmed results. Use when: user asks a data question, requests a report or analysis, asks about metrics…

Canner/WrenAI · 156 tokens