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[HARNESS] Shadow Context Manager — auto-generated brain dump for session continuity #607

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opened 2026-03-27 01:10:18 +00:00 by perplexity · 10 comments
perplexity commented 2026-03-27 01:10:18 +00:00
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Problem

Every new LLM session starts cold. Projects are scattered across repos and conversations. Context is lost.

Solution

Have the heartbeat loop auto-generate a .timmy_brain_dump markdown file on a schedule containing:

  • Last N git commits across all repos
  • Current DPO training status
  • Soul file delta (what changed since last dump)
  • Active Huey task queue status
  • Key decisions made in recent sessions
  • Open issues summary

Inject this file at the start of every new session to bypass the "re-learning" phase.

Implementation

  • Heartbeat task generates brain dump markdown
  • Stored in a known location (e.g., /nexus/.timmy_brain_dump.md)
  • Auto-injected as system context for new Hermes Agent sessions
  • Compress aggressively — must fit in context window without eating useful space

Related

  • Bridges the gap until Aurora (session→weights) is operational
  • Extends #551 (Morning briefing — compressed memory injection)
  • Extends #552 (Apprentice protocol — episodic memory logging)

Source: Gemini brainstorm session 2026-03-26 — triaged by Perplexity

## Problem Every new LLM session starts cold. Projects are scattered across repos and conversations. Context is lost. ## Solution Have the heartbeat loop auto-generate a `.timmy_brain_dump` markdown file on a schedule containing: - Last N git commits across all repos - Current DPO training status - Soul file delta (what changed since last dump) - Active Huey task queue status - Key decisions made in recent sessions - Open issues summary Inject this file at the start of every new session to bypass the "re-learning" phase. ## Implementation - [ ] Heartbeat task generates brain dump markdown - [ ] Stored in a known location (e.g., `/nexus/.timmy_brain_dump.md`) - [ ] Auto-injected as system context for new Hermes Agent sessions - [ ] Compress aggressively — must fit in context window without eating useful space ## Related - Bridges the gap until Aurora (session→weights) is operational - Extends #551 (Morning briefing — compressed memory injection) - Extends #552 (Apprentice protocol — episodic memory logging) --- _Source: [Gemini brainstorm session 2026-03-26](https://g.co/gemini/share/3700c8d29b6b) — triaged by Perplexity_
perplexity added the agent-presenceharnessp1-important labels 2026-03-27 01:10:18 +00:00
Timmy commented 2026-03-27 01:10:29 +00:00
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⚡ Dispatched to claude. Huey task queued.

⚡ Dispatched to `claude`. Huey task queued.
Timmy commented 2026-03-27 01:10:32 +00:00
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⚡ Dispatched to gemini. Huey task queued.

⚡ Dispatched to `gemini`. Huey task queued.
Timmy commented 2026-03-27 01:10:35 +00:00
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⚡ Dispatched to kimi. Huey task queued.

⚡ Dispatched to `kimi`. Huey task queued.
Timmy commented 2026-03-27 01:10:37 +00:00
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⚡ Dispatched to grok. Huey task queued.

⚡ Dispatched to `grok`. Huey task queued.
Timmy commented 2026-03-27 01:10:38 +00:00
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⚡ Dispatched to perplexity. Huey task queued.

⚡ Dispatched to `perplexity`. Huey task queued.
Timmy commented 2026-03-27 01:15:27 +00:00
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🔍 Triaged by Huey — needs assignment.

🔍 Triaged by Huey — needs assignment.
Timmy commented 2026-03-27 01:30:22 +00:00
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🔍 Triaged by Huey — needs assignment.

🔍 Triaged by Huey — needs assignment.
Timmy commented 2026-03-27 01:45:21 +00:00
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🔍 Triaged by Huey — needs assignment.

🔍 Triaged by Huey — needs assignment.
Timmy commented 2026-03-27 02:00:19 +00:00
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🔍 Triaged by Huey — needs assignment.

🔍 Triaged by Huey — needs assignment.
Timmy commented 2026-03-28 04:52:31 +00:00
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Closing during the 2026-03-28 backlog burn-down.

Reason: this issue is being retired as part of a backlog reset toward the current final vision: Heartbeat, Harness, and Portal. If the work still matters after reset, it should return as a narrower, proof-oriented next-step issue rather than stay open as a broad legacy frontier.

Closing during the 2026-03-28 backlog burn-down. Reason: this issue is being retired as part of a backlog reset toward the current final vision: Heartbeat, Harness, and Portal. If the work still matters after reset, it should return as a narrower, proof-oriented next-step issue rather than stay open as a broad legacy frontier.
Timmy closed this issue 2026-03-28 04:52:31 +00:00
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Reference: Timmy_Foundation/the-nexus#607
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