git:20260927.3f67c54 to git:20260927.994dd28

# Wordcell

> Wordcell keeps decisions, plans, and sources as Markdown beside your code,

> so coding agents can find them from the file they are about to change.

A new coding-agent session can read your code, but not the decisions that

stayed in the last session's chat. Wordcell keeps those decisions as Markdown

files beside the repository, with the plans that depend on them and the web

pages and PDFs that informed them. Tie a note to the paths it explains, and an

agent about to change that code runs one command to get the notes and plans

for that path. Exact search, backlinks, and Git history run on your machine

with no account or model, and every index rebuilds from files you can read in

any editor. Wordcell is free and open source.

When to use this site:

- Use wordcell.io to learn what Wordcell does, what stays on your machine, and

the current install command.

- Use /developers for the coding-agent workflow: context for a repository path,

AGENTS.md rules, Git history, and the Agent Skill.

- Use /docs for the documentation: a tutorial, how-to guides, the command

reference, and design explanations.

- Use /blog for longer posts on why Wordcell works the way it does.

## Pages

- [Wordcell](https://wordcell.io/): Quick start, connecting a local agent, how

notes, links, and search work, the measured context size and the SciFact

reranking study, how Wordcell uses Oh, comparisons, publishing selected

notes, what stays local, and the install command.

- [For developers](https://wordcell.io/developers): The coding-agent workflow:

code-path context, scoped rules, note history, and the Agent Skill.

- [Benchmarks](https://wordcell.io/benchmarks): Wordcell's context-size and

SciFact reranking measurements with their limits, the Oh kernel's LoCoMo run

and its 60-question pilot with Supermemory and BM25, and figures that other

memory systems publish, each with its source.

- [Wordcell vs Basic Memory: two Markdown knowledge graphs](https://wordcell.io/compare/basic-memory):

Where notes live, how notes form, note structure, search, repository

context, and cost, with Basic Memory's documentation checked on

September 26, 2026.

- [Wordcell vs Mem0: agent notes or per-user app memory](https://wordcell.io/compare/mem0): Where memory

lives, how memories form, whose memory it is, the Platform and open-source

split, and cost, with Mem0's documentation checked on September 26, 2026.

- [Wordcell vs Supermemory: files or a hosted memory API](https://wordcell.io/compare/supermemory):

Where memory lives, how memories form, cost with Supermemory's pricing

checked on September 26, 2026, connectors, compliance, agent access, and

when to choose each.

- [Migrate from Supermemory to Wordcell](https://wordcell.io/migrate/supermemory):

The install, export, import, and verify steps from the migration guide, with

- [Documentation](https://wordcell.io/docs): The documentation index, grouped

into tutorials, how-to guides, reference, and explanation, with the install

command.

- [Get started](https://wordcell.io/docs/getting-started): The first-vault

tutorial.

- [Overview](https://wordcell.io/docs/overview): The complete product README

rendered as one page.

- [Use Wordcell with a coding agent](https://wordcell.io/docs/agent-workflow):

Set up, query, maintain, and revise repository memory.

- [Reference](https://wordcell.io/docs/reference): Exact commands, formats,

- [Publish](https://wordcell.io/docs/publish): Select notes and build a static

site.

- [Migrate from Supermemory](https://wordcell.io/docs/migration-from-supermemory):

Export Supermemory documents and memory entries, import them as Markdown

- [Sync a vault with Git](https://wordcell.io/docs/sync): Keep one vault

current on several machines with a private repository and a scheduled

commit and push.

- [Comparisons](https://wordcell.io/docs/comparisons): Markdown tools such as

QMD, Basic Memory, and Obsidian, and agent memory services such as

Supermemory, Mem0, and Zep, compared with Wordcell from primary sources.

- [Evidence](https://wordcell.io/docs/evidence): The reproducible

context-payload study.

## Blog

- [Wordcell blog](https://wordcell.io/blog): Posts on how Wordcell keeps

Markdown as the record and how it works with other Hraness tools. Atom feed:

https://wordcell.io/blog/feed.xml

- [Free local agent memory in Markdown files you own](https://wordcell.io/blog/free-local-agent-memory):

- [Introducing Wordcell](https://wordcell.io/blog/introducing-wordcell): Who

Wordcell suits, one saved rule traced to a cited search and graph answer,

and its limits.

- [How Wordcell uses Oh](https://wordcell.io/blog/how-wordcell-uses-oh): How

a graph answer carries a proof back to the Markdown files that support it.

## Source material

- Repository and packaged Agent Skill: https://github.com/hraness/wordcell

- README as Markdown: https://github.com/hraness/wordcell/blob/main/README.md

- Wordcell retrieval study: https://wordcell.io/docs/reranking#evidence-and-limits

- Wordcell and Oh integration: https://wordcell.io/docs/graph-authority#how-wordcell-and-oh-fit-together

- Oh's separate memory framework and benchmark evidence: https://oh.computer/#benchmarks

- Immutable releases: https://github.com/hraness/wordcell/releases

- npm mirror: https://www.npmjs.com/package/@hraness/wordcell

## Optional

- [sitemap](https://wordcell.io/sitemap.xml): Indexable HTML URLs.