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<a class="wordmark" href="./" aria-label="LWC home">LWC <small>Memory Atlas</small></a>
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<a class="nav-link" href="#how-it-works">How it works</a>
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<p class="eyebrow">Proactive memory for AI Agents</p>
<h1>Memory that survives the session.</h1>
<p class="hero__lede">LWC gives AI Agents a durable, source-grounded Wiki they can recall, maintain, and improve across coding, research, operations, and knowledge work.</p>
<div class="hero__actions">
<a class="button" href="#install">Install with your Agent <span aria-hidden="true">→</span></a>
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<text class="relay__micro" x="134" y="117">TAG</text>
<text class="relay__micro" x="268" y="94">DOC GRAPH</text>
<text class="relay__micro" x="398" y="133">WORD GRAPH</text>
<text class="relay__micro" x="146" y="414">CODEGRAPH</text>
<text class="relay__label" x="108" y="254">SOURCE</text>
<text class="relay__label" x="108" y="273">EVIDENCE</text>
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<text class="relay__label" x="435" y="254">NEXT</text>
<text class="relay__label" x="435" y="273">SESSION</text>
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<section class="trust shell" id="trust">
<h2>Trust by design</h2>
<ul class="trust__list">
<li><strong>Agent-operated</strong><span>Designed for Agents to use directly.</span></li>
<li><strong>Source-grounded</strong><span>Memory keeps evidence and provenance.</span></li>
<li><strong>Explicitly scoped</strong><span>Global and project memory stay distinct.</span></li>
<li><strong>Auditable</strong><span>Structured output makes work inspectable.</span></li>
</ul>
</section>
<section class="section" id="how-it-works">
<div class="shell">
<div class="section-heading">
<div>
<p class="eyebrow">How it works</p>
<h2>From evidence to useful recall.</h2>
</div>
<p>LWC makes memory a maintained project asset: grounded in sources, shaped into a Wiki, and loaded only when the current task needs it.</p>
</div>
<ol class="steps">
<li class="step">
<span class="step__number">01 / Add evidence</span>
<h3>Bring in what matters.</h3>
<p>Record pages, ingest sources, or convert documents while preserving where knowledge came from.</p>
</li>
<li class="step">
<span class="step__number">02 / Maintain the Wiki</span>
<h3>Keep memory coherent.</h3>
<p>Search, lint, tag, revise, and connect knowledge through audited CLI workflows.</p>
</li>
<li class="step">
<span class="step__number">03 / Recall with context</span>
<h3>Start informed.</h3>
<p>Agents load bounded memory, strong tags, and graph context at the moment they become useful.</p>
</li>
</ol>
</div>
</section>
<section class="section capabilities" id="capabilities">
<div class="shell">
<div class="section-heading">
<div>
<p class="eyebrow">Capability layers</p>
<h2>More than a folder of notes.</h2>
</div>
<p>Graph prompts require both a relevant task and matching project evidence. No-code learning never prompts for CodeGraph. Before a meaningful batch, phase change, or visible wait, the Agent gives one outcome-level sentence.</p>
</div>
<div class="capability-layout">
<article class="capability-primary">
<span class="capability-primary__label">Core layer</span>
<h3>Persistent Wiki memory</h3>
<p>Source-backed pages, retrieval, context loading, tags, changesets, checkpoints, and structured JSON contracts form the durable foundation.</p>
</article>
<ul class="capability-list">
<li class="capability-item">
<span class="capability-item__label">History layer</span>
<h3>Temporal memory</h3>
<p>Record sparse decisions, changes, outcomes, and unresolved work. Bounded retention keeps ordinary history useful without growing forever.</p>
</li>
<li class="capability-item">
<span class="capability-item__label">Deferred work</span>
<h3>Durable Todo</h3>
<p>Opt in to keep independent future work indexed by title and tags, with optional cues, due reminders, direct children, and revision-safe updates.</p>
</li>
<li class="capability-item">
<span class="capability-item__label">Active work</span>
<h3>Current Plan</h3>
<p>Opt in to track one coarse execution plan through progress, blockers, revisions, evidence, and explicit completion criteria.</p>
</li>
<li class="capability-item">
<span class="capability-item__label">Learning suite</span>
<h3>Tutor</h3>
<p>Run resumable, teacher-led learning with durable goals, adaptive plans, learner evidence, and isolated teaching memory. Bound Tutor turns stay silent and display only after commit.</p>
</li>
<li class="capability-item">
<span class="capability-item__label">Learning suite</span>
<h3>Book</h3>
<p>Import, index, and read supported books in verified source order while preserving exact text, coverage, summaries, and citations.</p>
</li>
<li class="capability-item">
<span class="capability-item__label">Learning suite</span>
<h3>Practice</h3>
<p>Keep source-linked banks, question sets, immutable papers, attempts, grading history, flashcards, and scheduled review.</p>
</li>
<li class="capability-item">
<span class="capability-item__label">Relationship layer</span>
<h3>Document knowledge graph</h3>
<p>Project pages, sources, links, provenance, and semantic relations become a verifiable physical graph.</p>
</li>
<li class="capability-item">
<span class="capability-item__label">Discovery layer</span>
<h3>Word graph</h3>
<p>Terms reveal bounded, high-signal connections across documents without loading the entire vocabulary at once.</p>
</li>
<li class="capability-item">
<span class="capability-item__label">Optional code layer</span>
<h3>CodeGraph</h3>
<p>Explore symbols, callers, files, and change impact through LWC when code structure is part of the task.</p>
</li>
</ul>
</div>
</div>
</section>
<section class="section" id="install">
<div class="shell install-layout">
<div class="install-copy">
<p class="eyebrow">Agent installation</p>
<h2>Ask your Agent to set it up.</h2>
<p>Copy the complete prompt. It tells your Agent to use LWC's official installer, preserve existing configuration, verify every integration surface, and ask before enabling project memory or graphs.</p>
<p class="target-examples"><strong>AgentTarget examples</strong>Claude Code, Codex, Cursor, OpenCode, Gemini CLI, Kiro, Hermes, Antigravity, and Pi. Examples are not exhaustive.</p>
<a class="manual-link" href="https://github.com/JanYork/llm-wiki-cli#installation">Prefer manual installation? Read the official options →</a>
</div>
<div class="prompt-panel">
<div class="prompt-panel__bar">
<span>Complete setup prompt</span>
<button class="copy-button" type="button" data-copy-target="agent-setup-prompt" data-copy-status="copy-status" data-copy-label="Copy prompt" data-copy-success="Copied" data-copy-failure="Select and copy the prompt manually.">Copy prompt</button>
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<pre class="prompt" id="agent-setup-prompt"><code data-agent-prompt>Configure LWC completely for this user. Perform and verify the work; do not
merely describe commands for me to run.
Source of truth:
- https://github.com/JanYork/llm-wiki-cli
- https://github.com/JanYork/llm-wiki-cli/tree/main/skills/using-lwc
Requirements:
1. Read this README, `SECURITY.md`, and `skills/using-lwc/SKILL.md`. Install the
official checksum-verified release if `lwc` is not globally callable; never
prefix routine commands with a private binary path or `LWC_PROJECT_ROOT`.
2. Run `lwc --version`, initialize global memory once with
`lwc --scope global init` when missing, then run `lwc agent install --yes`.
This command detects installed supported Agents and safely installs their
MCP, Skill, Hook and Instructions using official locations. Do not recreate
that logic manually or install a native package for the same Agent as well.
3. Inspect `lwc agent status --target all --location global`. Restart affected
Agents and complete their normal Hook trust review where required. Do not
initialize a project Wiki or either graph without explicit project consent.
4. If the current runtime is not one of LWC's registered AgentTargets, use its
official user-level conventions to install the canonical `using-lwc` Skill,
an additive instruction block, `lwc serve --mcp`, and a bounded session Hook
only where those surfaces are officially supported. Preserve existing
configuration, remain idempotent, and report unsupported surfaces instead of
inventing paths or keys.
Finish with the LWC version, detected and configured Targets, status results,
files changed, unsupported surfaces, and any restart or trust action remaining.</code></pre>
<p class="copy-status" id="copy-status" role="status" aria-live="polite"></p>
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</section>
<section class="resources shell" id="resources">
<h2>Project resources</h2>
<ul class="resource-index">
<li><a href="https://github.com/JanYork/llm-wiki-cli/wiki"><strong>Wiki</strong><span>Documentation</span></a></li>
<li><a href="https://github.com/JanYork/llm-wiki-cli/releases"><strong>Releases</strong><span>Downloads</span></a></li>
<li><a href="https://github.com/JanYork/llm-wiki-cli"><strong>GitHub</strong><span>Source code</span></a></li>
<li><a href="https://github.com/JanYork/llm-wiki-cli/issues"><strong>Issues</strong><span>Report and track</span></a></li>
<li><a href="https://github.com/JanYork/llm-wiki-cli/security/policy"><strong>Security</strong><span>Report safely</span></a></li>
<li><a href="https://github.com/JanYork/llm-wiki-cli/blob/main/LICENSE"><strong>License</strong><span>Apache-2.0</span></a></li>
</ul>
</section>
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<p>LWC is open source under the Apache License 2.0.</p>
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