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Wynelson94/longhand

v0.9.2 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 15d MCP Data & Storage
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai-memory anthropic chromadb claude-code forensic local-first
+6 more
lossless mcp mcp-server python recall sqlite

Summary

AI summary

Added longhand demo CLI command with sandboxed sample corpus.

Changes in this release

Feature Low

Adds `longhand demo` CLI command for sandboxed preview.

Adds `longhand demo` CLI command for sandboxed preview.

Source: llm_adapter@2026-07-15

Confidence: high

Feature Low

Adds `longhand.demo` package with corpus generator and runner.

Adds `longhand.demo` package with corpus generator and runner.

Source: llm_adapter@2026-07-15

Confidence: high

Feature Low

Adds 6 new tests verifying deterministic corpus and recall functionality.

Adds 6 new tests verifying deterministic corpus and recall functionality.

Source: llm_adapter@2026-07-15

Confidence: high

Full changelog

longhand demo — try Longhand on a sample corpus without touching your real history.

Added

  • New longhand demo CLI command. Generates a sandboxed store at
    /tmp/longhand-demo-<timestamp>/, seeds it with 3 fictional Claude Code
    sessions covering a realistic Stripe-webhook bug + Supabase auth migration
    • downstream 401 fix on a demo-shop project, then walks through recall
      and recall_project_status against the seeded store so the user can see
      what the output looks like before pointing Longhand at their own data.
      Cleans up afterwards; pass --keep to leave the sandbox in place for
      further exploration with LONGHAND_DIR=<path> longhand ….
  • longhand.demo package containing the corpus generator
    (longhand/demo/corpus.py) and walkthrough runner
    (longhand/demo/runner.py). 6 new tests verify the corpus is
    deterministic, valid Claude Code event shape, ingests cleanly into a
    fresh store, and that recall returns sensible results against the seeded
    data.

Why

The 2026-05-17 audit identified an onboarding gap: new users had no way to
preview Longhand on safe data before running longhand setup on their
real ~/.claude. longhand demo closes that gap with a 60-second
walkthrough that exercises the cross-session recall, file history, and
project-status surfaces without modifying anything on disk outside the
sandbox.

Tests

  • 228 tests passing (was 222).

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About Wynelson94/longhand

Persistent local memory for Claude Code. Indexes every session JSONL verbatim into SQLite + ChromaDB for semantic recall (~126ms)

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Related context

Earlier breaking changes

  • v0.13.0 Deprecates several CLI commands; they will be removed at v1.0.

Beta — feedback welcome: [email protected]