walkeros-understanding-stores

walkeros-understanding-stores is a skill for Claude Code, Codex from elbwalker/walkerOS. It costs 45 tokens per session (4,447 once invoked), scanned A, original, MIT.

A guide to walkerOS stores, which are key-value storage systems that let tracking components save, read, and remove state. Components receive stores through their environment and may use them synchronously or asynchronously.

In plain words
What is it for?
Use it when a source, transformer, or destination needs to read or write values such as configuration, session data, or other flow state.
Why use it?
It explains where shared state belongs and how it is managed during a flow, including cleanup and optional expiration times.

Skill for Claude CodeCodex

Part of the walkeros plugin — 24 skills shipped together

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.

agentmods
npx agentmods add skills/elbwalker/walkeros/walkeros-understanding-stores
Any agent
npx skills add elbwalker/walkerOS --skill walkeros-understanding-stores
Clone the repo
git clone --depth 1 https://github.com/elbwalker/walkerOS

Made for: Claude Code, Codex.

Or install walkeros, the plugin that ships this one along with the rest of its 24 skills.

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.

agentmods badge for walkeros-understanding-stores

README.md
[![agentmods](https://agentmods.dev/badge/skills/elbwalker/walkeros/walkeros-understanding-stores.svg)](https://agentmods.dev/skills/elbwalker/walkeros/walkeros-understanding-stores)
Your own site
<a href="https://agentmods.dev/skills/elbwalker/walkeros/walkeros-understanding-stores"><img src="https://agentmods.dev/badge/skills/elbwalker/walkeros/walkeros-understanding-stores.svg" alt="Measured on agentmods" height="20"></a>
Per session 45 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,447 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5 $0.00045 $0.04447
Opus 5 $0.00023 $0.02224
Sonnet 5 $0.00009 $0.00889
Haiku 4.5 $0.00005 $0.00445

Measured 5d ago against content hash af304932b2a4, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

walkeros-understanding-stores 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 5d 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.

skills/walkeros-understanding-stores/SKILL.md · 509 lines

How it starts

The opening of the file, as written. The whole thing — 509 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Understanding walkerOS Stores

Overview

Stores provide key-value storage that other components (sources, transformers, destinations) consume via environment injection. They are the 4th component type in Flow.Json alongside sources, transformers, and destinations.

Core principle: Stores are passive infrastructure. They don't process events or participate in chains — they provide state that other components read and write.

Store interface

See packages/core/src/types/store.ts for the canonical interface.

Instance

Property Type Purpose Required
type string Store type identifier Required
config Store.Config Settings and env Required
get (key) => StoreValue | undefined Read a value Required
set (key, value, ttl?) => void Write a value (optional TTL) Required
delete (key) => void Remove a value Required
destroy DestroyFn Cleanup on shutdown Optional

All methods can be sync or async (return Promise).

Value type and file mode

Stores hold one canonical value type: structured data (StoreValue), with binary (Uint8Array) as a first-class leaf. StoreValue is string | number | boolean | null | Uint8Array | StoreValue[] | { [key: string]: StoreValue } (undefined is reserved as the "miss" sentinel and is never a stored value). A shared core codec (serializeStoreValue / deserializeStoreValue) round-trips that value to and from each backing.

Store.Config.file?: boolean (default false) picks the mode, decided once at init:

  • Structured (default): values are StoreValue data, serialized by the shared codec.
  • File (file: true): a byte-native backend (fs, S3, GCS) persists raw bytes byte-exact. set() accepts a Uint8Array or string and stores it untouched; get() hands the exact bytes back. Use for serving assets such as walker.js. The Sheets store is structured-only and rejects file: true at init.

Read the full file on GitHub · 509 lines

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.

  1. 5d ago First seen · 509 lines · 45 tokens per session scan A af304932b2a4

Subscribe to this mod's changes

walkeros-understanding-stores is a skill published in the GitHub repository elbwalker/walkerOS (343 stars, last pushed 2d ago), licensed MIT. It adds 45 tokens to every session and 4,447 once invoked, about $0.0002 per session on Opus 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 2026-08-30.