Rekindle

npx rekindle init

Rekindle is an MCP continuity engine that solves session orientation, not just storage. Orient at session start, capture at session end, survive mid-session compaction. All local, all SQLite, zero API keys.

v0.3.3 — version-consistent MCP metadata and package documentation, on top of v0.3.2's one-command session-start delivery installer. Release notes

Quick Start

Requires Node.js 20 or newer.

npx rekindle init

This creates .rekindle/ in your project with a SQLite database, identity template, captures directory, and transcript directory. Then add the MCP server config for your client:

{
  "mcpServers": {
    "rekindle": {
      "command": "npx",
      "args": ["-y", "rekindle"]
    }
  }
}

npx rekindle setup-hooks

npx rekindle setup-delivery

{
  "mcpServers": {
    "rekindle": {
      "command": "npx",
      "args": ["-y", "rekindle"]
    }
  }
}

{
  "mcpServers": {
    "rekindle": {
      "command": "npx",
      "args": ["-y", "rekindle"]
    }
  }
}

Then fill in .rekindle/identity.md and paste the boot instructions into your project's CLAUDE.md.

Session 1 stores. Session 2 remembers. Session 10 anticipates.

The Problem (43 Sessions of Data)

Over 43 sessions, we measured what an AI assistant failed to load at session start:

Existing memory tools (Mem0, Letta, Zep) optimize for retrieval accuracy: can the AI find what it stored? That's necessary but not sufficient. None of them address whether the AI loaded the right context for this session, or whether it can detect what it missed.

Rekindle solves session orientation: loading identity, recent context, memory health, and missing-context warnings before the assistant starts work.

See docs/gap-analysis.md for the full research dataset.

What It Does

Boot: orient at session start

boot_report runs an orientation pipeline before any work begins:

boot_report
  +-- Read identity document (who am I working with?)
  +-- Scan memory stats (what do I know?)
  +-- Find latest checkpoint (where did we leave off?)
  +-- Read last transcript (what actually happened?)
  +-- Surface open loops (what needs follow-up?)
  +-- Surface PreCompact captures (what survived compaction?)
  +-- Detect gaps (what am I missing?)
  +-- Calculate orientation score (how oriented am I?)
  --> "Carrying forward: [context loaded, gaps identified, score: 80/100]"

Survive the Long Middle: PreCompact capture (v0.3)

Mid-session compaction destroys reasoning chains, failed approaches, relational texture, and tone. The PreCompact hook fires automatically before compaction and saves what would otherwise be lost:

PreCompact hook fires
  +-- Parse JSONL transcript (last N messages)
  +-- Write raw Markdown capture (.rekindle/captures/)
  +-- Write structured JSON snapshot (decisions, open loops, files)
  +-- Update manifest for cheap listing
  --> boot_report surfaces captures on next session start
  --> end_session warns if captures exist but weren't reviewed

Three read modes control token cost:

• summary — one paragraph, cheap
• structured — decisions/loops/warnings, moderate
• raw — full transcript excerpt, expensive (only when needed)

Capture: close the loop at session end

end_session stores structured continuity records — not just a summary:

All records stored with type, source, and session_id metadata. Next boot_report loads the checkpoint automatically.

Between sessions: search and manage

Categories: preference lesson context relationship general

Why not just CLAUDE.md?

A static file is passive. Your AI reads it, but it can't search it, rank it, track what's been retrieved, or tell you what's missing. Rekindle adds:

• Search — full-text with importance-weighted ranking
• Structure — category and project scoping across memories
• Orientation — proactive context loading at boot, not just on-demand retrieval
• Gap detection — flags missing identity, empty categories, stale data
• Scoring — transparent checklist so you know how oriented the AI is
• Session capture — structured close with checkpoints, decisions, and open loops
• Compaction survival — PreCompact captures preserve what summaries flatten

Release Highlights

v0.3.3

• Version-consistent protocol metadata — the MCP initialize response derives its version from the shipped package metadata, preventing release-version drift
• Package-page accuracy — the README shipped to npm identifies the current release before the tag and package are created
• 148 automated tests, plus a packed-artifact check that compares MCP metadata to the installed package version

v0.3.2

• One-command delivery install — npx rekindle setup-delivery (or init --with-delivery) configures the SessionStart hook opt-in: idempotent, preserves other tools' hooks, refuses corrupted settings files
• 147 automated tests

v0.3.1 — "Five Measured Gates"

• Session-start delivery — rekindle session-start emits a budgeted orientation packet via the SessionStart hook at startup, resume, /clear, and /compact
• Budgeted packets, truthful receipts — packets cap at 8,000 valid UTF-8 bytes with an in-packet truncation marker; receipts attest emission only and never claim model visibility
• Desktop-safe storage — storage root never derives from the spawn point (Claude Desktop spawns MCP servers at /); explicit resolution order, fail-loud
• Dual-channel guidance — workflow guidance rides both tool descriptions and MCP instructions, drift structurally impossible
• Cursor adapter — session-start --client cursor with whitelist stdin parsing; email and workspace paths never reach receipts
• Measured, not assumed — every claim above is backed by a published measurement (evidence, spike results)

v0.3.0 — "Survive the Long Middle" added the PreCompact capture system, open loops, and review tracking — v0.3.0 release notes

CLI Commands

Install from Source

git clone https://github.com/Skitchy/rekindle.git
cd rekindle
npm install
npm run build
node dist/init/cli.js init

{
  "hooks": {
    "PreCompact": [
      {
        "matcher": "auto",
        "hooks": [
          {
            "type": "command",
            "command": "npx rekindle precompact-capture",
            "timeout": 60
          }
        ]
      },
      {
        "matcher": "manual",
        "hooks": [
          {
            "type": "command",
            "command": "npx rekindle precompact-capture",
            "timeout": 60
          }
        ]
      }
    ]
  }
}

Compatibility

"Full delivery" means the orientation packet arrives automatically at session boundaries and the model demonstrably sees it — measured with canary probes at both the receipt layer and the model layer, not assumed. Details and evidence: compatibility spike results.

Claude Code: session-start orientation (opt-in)

npx rekindle setup-delivery

writes this to .claude/settings.local.json:

{
  "hooks": {
    "SessionStart": [
      {
        "matcher": "startup|resume|clear|compact",
        "hooks": [
          { "type": "command", "command": "npx rekindle session-start", "timeout": 60 }
        ]
      }
    ]
  }
}

The packet is capped at 8,000 valid UTF-8 bytes — measured: when hook output exceeds the host's limit, the model sees only the leading portion, with no error surfaced. If sections are dropped to fit the budget, an in-packet marker says so, and the receipt in .rekindle/receipts/session-start.jsonl records exactly what was emitted without ever claiming the model saw it.

Cursor: session-start orientation (opt-in)

Cursor's hook system can deliver the budgeted orientation packet at session start, measured working in the v0.3.1 compatibility spike. Setup is manual and opt-in — Rekindle never installs hooks without being asked. Add to .cursor/hooks.json in your project:

{
  "version": 1,
  "hooks": {
    "sessionStart": [ { "command": "rekindle session-start --client cursor" } ]
  }
}

Privacy: Cursor's hook payload includes your account email and workspace paths. The adapter treats that payload as personal by default: it extracts only the session ID and workspace root (used in-process for storage resolution), and neither the raw payload, the email, nor any path is ever written to receipts or any other artifact. Background agents are bypassed by default (truthfully receipted); opt in with REKINDLE_ORIENT_BACKGROUND_AGENTS=1.

rekindle/
  src/
    index.ts          MCP server entry point
    server.ts         Server setup, tool registration (10 tools)
    storage/
      sqlite.ts       SQLite + FTS5, schema migration, sessions
    orientation/
      types.ts        OrientationResult, Gap, ScoreItem
      GapDetector.ts  Structural gap detection (8 codes)
      Scorer.ts       Orientation scoring (6 criteria, 100pts)
      OrientationService.ts   Orchestrator
      OrientationRenderer.ts  Markdown + JSON output
    captures/
      types.ts        CaptureEntry, StructuredSnapshot, HookInput
      CaptureManager.ts   Parse, capture, list, read, review tracking
      discover-transcript.ts  Auto-discover session transcripts
      precompact-capture.ts   CLI hook entry point
      capture-now.ts          Manual capture CLI
    tools/
      boot-report.ts  Orientation + open loops + capture awareness
      end-session.ts  Structured session close + capture warning
      list-captures.ts  List PreCompact captures
      read-capture.ts   Read captures in 3 modes
      capture-now.ts    Model-triggered manual capture
      store.ts search.ts list.ts delete.ts update.ts
    delivery/
      budget.ts       8000-byte UTF-8 packet construction, truncation marker
      receipts.ts     Emission receipts (never claim model visibility)
      session-start.ts SessionStart hook adapter
      cursor.ts       Cursor hook adapter (privacy-whitelisted stdin)
      guidance.ts     Canonical workflow guidance, both channels
    init/
      cli.ts scaffold.ts setup-hooks.ts setup-delivery.ts templates/

Tests

npm test

148 tests: storage CRUD + FTS5 ranking, orientation domain (gap detection, scoring, service, rendering), capture manager (parsing, limits, review tracking, formatting), delivery (packet budget, receipts, guidance channels, Cursor privacy sentinels), hook setup for both hooks (schema, idempotency, corruption refusal), and MCP integration (all 10 tools plus package-derived server metadata).

Roadmap

v0.4: "It thinks in networks" — Spreading activation, semantic search via embeddings, gap analysis tooling, eval harness.

License

MIT