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Capability matrix (stakeholder view)

A single-page map of what liel offers today, grouped by area, who it is for, and why it matters. Granularity is user-facing features / commands / tools.

For API-level detail (methods, limits, non-goals), see the feature list. For byte layout and recovery semantics, see the format spec and reliability. For liel merge --format json fields, see CLI merge report. For diff/stats/trace/export and exit semantics together, see CLI JSON inventory. For which document owns which JSON surface (CLI, MCP, CI, viewer), see Machine-readable surfaces.


Current capabilities

Area Feature / command / tool Audience Value
Core .liel single-file storage Developers; agent tools Project memory in one file without a server.
Core Property graph model Developers; agent tools Facts, tasks, files, sources, decisions with relationships.
Core WAL + commit() Developers; operators Crash recovery to the last committed boundary.
Core Single-writer guard Developers; operators Dangerous concurrent writers on the same file are rejected (AlreadyOpenError).
Core transaction() Developers Batch changes with commit/rollback semantics.
Core vacuum() Operators Safely compact the file after deletes/updates.
Core repair_adjacency() Operators Rebuild adjacency lists from live edges when inconsistent.
Python API liel.open() Python developers Read/write .liel from Python.
Python API add_node / add_edge Python developers Minimal API to grow graph memory.
Python API get_node / all_nodes / all_edges Python developers Enumerate and fetch stored memory.
Python API nodes() / edges() QueryBuilder Python developers Filter by label and properties.
Python API out_edges / in_edges / neighbors Python developers Traverse local relationships quickly.
Python API bfs / dfs / shortest_path Python developers; agents Walk impact and dependency paths (shortest path: unweighted, directed, min hops).
Python API merge_from() Python developers Integrate another .liel with ID remapping and merge policies.
Python API liel.coding_memory (experimental) Python developers; agents Thin File / Decision / bug-shaped Task helpers on GraphDB (Python guide).
CLI liel version Users; CI Check the installed version.
CLI liel help Users Entry point and per-command help.
CLI liel diff Developers; reviewers; CI Compare two .liel files.
CLI diff --node-key Teams; CI Compare independent files by stable keys instead of local IDs.
CLI diff --identity-rules Teams; CI Per-label identity rules for comparison.
CLI Edge multiset diff (--node-key / --identity-rules paths) Reviewers; CI Parallel edges kept as a multiset where applicable (not collapsed to a single logical edge).
CLI liel merge Developers; teams Merge two .liel files into a new output file.
CLI merge --dry-run Reviewers; CI Preview merge without writing the output file.
CLI merge --dry-run --fail-on-conflict CI Exit non-zero when the preview is blocked (can_merge: false); JSON unchanged.
CLI Merge conflicts (JSON / text) Reviewers; CI Machine-readable reasons when merge cannot proceed (e.g. missing key, duplicate key).
CLI Merge warnings (JSON / text) Reviewers; CI See what properties/labels are kept or dropped under merge rules.
CLI merge --identity-rules Teams; CI Label-specific identity rules for safer merges.
CLI liel pack Developers; sharers Extract a subgraph by labels into a new .liel.
CLI liel manifest Reviewers; CI Emit a deterministic summary of .liel contents.
CLI liel sign Operators; CI HMAC-sign a manifest with an external key file.
CLI liel verify Operators; CI Verify a .liel against a signature and key file.
CLI liel stats Users; reviewers Quick node/edge counts and label distribution.
CLI liel trace Users; reviewers; scripts Shortest path between two node IDs (unweighted, directed); JSON aligns with MCP liel_trace.
CLI liel export Developers; tool builders Export .liel to round-trippable JSON.
CLI liel import Developers; tool builders Rebuild .liel from export JSON.
MCP liel_overview LLMs; agents Overall shape of memory (counts, labels, samples).
MCP liel_find LLMs; agents Find nodes by label and exact property match.
MCP liel_explore LLMs; agents BFS neighbourhood with optional Mermaid snippet.
MCP liel_trace LLMs; agents Shortest path between two node IDs.
MCP liel_map LLMs; humans Render a subgraph as Mermaid.
MCP liel_diff LLMs; agents; reviewers Compare two .liel files; JSON aligns with CLI liel diff.
MCP liel_merge_preview LLMs; agents; reviewers Two-file merge dry-run; JSON aligns with CLI liel merge --dry-run.
MCP liel_manifest LLMs; agents; CI authors Deterministic manifest JSON (same as CLI liel manifest).
MCP liel_append LLMs; agents Append new nodes/edges in one atomic commit.
MCP liel_merge LLMs; agents Reuse/update nodes and add edges idempotently in one commit.
Docs Quickstart / README First-time users What the tool is for and how to start.
Docs CLI guide CLI users; CI authors Command contracts and examples.
Docs MCP guide Agent integrators How to run and use tools from LLM clients.
Docs Conventions Teams; tool builders Shared habits for labels and provenance.
Docs Reliability docs Operators Crash recovery, single-writer guard, commit boundaries.
Docs Format spec Maintainers; tool builders On-disk constraints for .liel.
Docs Machine-readable surfaces index CI authors; MCP integrators; tool builders Single map from automation concern to authoritative JSON docs (json-surfaces).
Docs Viewer JSON contract Tool builders Stable viewer/dashboard inputs derived from CLI outputs; do not parse raw .liel bytes in the browser as the primary path (viewer-json).
Docs README trust/status badges First-time users Package / CI / docs / release signals are visible at a glance.
Docs Vector hybrid conventions Teams; integrators Optional properties when pairing liel with external embeddings (vector-conventions).
Docs Schema profiles (optional) Teams; validators Optional per-label expectations outside core enforcement (schema-profiles).

In one sentence: liel is not only a lightweight embedded graph store; it is a single-file graph memory toolkit to store, compare, verify, merge, and expose local AI memory—including from agents via MCP.


Planned / open gaps (examples)

Items below are not a committed roadmap; they capture typical Phase 4+ product and distribution gaps. Priorities change with feedback.

Area Feature / tool Audience Value
Viewer Read-only sample viewer Reviewers; teams Browser-friendly “what do we remember?” — contract docs exist (viewer-json); this is a sample/reference viewer, not a full product UI.
API Higher-level “memory” API App developers Graph-free ergonomics beyond coding_memory (broader than today’s experimental helper).
API Turnkey IDE / agent preset package Coding-agent users Pre-built app packaging on top of liel (not shipped in core).

Document Role
Feature list Method-level API and core limits
Machine-readable surfaces Index of JSON contract owners
Viewer JSON contract Approved inputs for visualization tools
Command line CLI usage
MCP tools MCP parameters and examples