Your AI agent forgets
everything between sessions.

Liquid Shadow gives your agent persistent memory, full codebase graph intelligence, and mission continuity — across every session, every IDE.

One global install. Works in Claude Code, Cursor, and any MCP-compatible IDE.

CODEC · QUICK DEPLOY140.85 MHz
# 1. global install
$ npm install -g @precisionutilityguild/liquid-shadow

# 2. register MCP server + inject skills
$ liquid-shadow init

✓ MCP server registered globally
✓ Skills injected into agent environment
✓ Works in Claude Code, Cursor

# 3. activate in any project
$ cd your-project
> /onboard
// the problem
P1
Sessions are stateless

Every new chat starts from zero. Your agent has no memory of what was decided last week.

P2
Grep doesn't scale

Past ~200 files, keyword search misses cross-file impact. You need a real dependency graph.

P3
Context gets lost

Switch IDEs, switch sessions, onboard a new agent — the accumulated understanding evaporates.

// how it works
01Install once globally
npm install -g @precisionutilityguild/liquid-shadow

One install registers the MCP server system-wide. No per-project packages.

02Initialize the engine
liquid-shadow init

Registers the MCP server and injects skills into your agent environment.

03Onboard any project
/onboard

Run /onboard in any repo. Liquid Shadow indexes it, builds the graph, and activates tactical awareness.

// capabilities
// what it actually does
01

Your agent remembers decisions made weeks ago

Missions, intent logs, and ADRs live in SQLite. Every session starts with a full briefing — no re-explaining context, no lost reasoning.

02

Decisions stay linked to code through refactors

When files move or code changes, NanoRepair heals the links. The "why this code exists" survives any rename or restructure.

03

Impact analysis across thousands of files instantly

One call returns circular dependencies, dead code, and full blast radius — not possible with grep. Real graph traversal, not pattern matching.

04

Frontend + backend indexed as one unified workspace

Fuse separate repos into a single workspace for cross-repo impact analysis and API contract detection. No copying, no manual linking.

05

High signal, not token dumps

Signatures, summaries, and structure — built for narrow context windows. Your agent gets exactly what it needs, nothing it doesn't.

06

One graph across TypeScript, Python, Go, PHP

Cross-language flow tracing in a single unified index. Call chains that cross language boundaries traced end-to-end.

// skills & tools
Slash commands for your agent[download v1.0.12]
CODEC · TOOL REFERENCE141.12 MHz
// shadow_<module>_<command>
RECON
hologramonboardscouttopographytree
ANALYZE
continuitydebtdepsexplain_diffflowimpactmeshtype_graph
SEARCH
conceptconfigpathsymbol
OPS
briefingchronicleclaimcontextcrystallizecrystallize_themedispatch_plangraphhandoffhandoff_readhealthlogplanreentryreleasesynthesizetracktribunal_statustribunal_submitworking_set_check
INSPECT
filesymbol
SYNC
flow_edgesindexrepairtrace
ENV
diagnosehooks
WORKSPACE
ensurefusegclinklistrepairstatus
>> 8 modules loaded