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type: session id: session.paperclip-harness.rich-discovery-itself-2026-11-11-08-00-32 title: Rich discovery: itself 2026-11-11 08:00:32 status: active source_of_truth: false freshness: current last_reviewed: 2026-11-11 tags: - pack/paperclip-harness - agent-memory/session - autolearn - rich-discovery - repo/itself

Rich discovery: itself 2026-11-11 08:00:32

Sanitized rich discovery snapshot captured automatically from the completed turn.

Source paths observed

  • 8787/v1/compress
  • .pi/agent/npm

Final answer snapshot

Straight answers, then what I built tonight.

Headroom — you were right that a path exists, and it is the tool, not the provider

The headroom-bridge extension gives an agent two tools: compress_for_agent and check_headroom. That is the integration that fits: headroom shortens text an agent is about to pass on, rather than standing between the agent and its model.

Measured directly, without the extension:

POST http://192.168.20.13:8787/v1/compress  {"model":…, "messages":[…]}   → 200
{tokens_before: 4009, tokens_after: 4009, tokens_saved: 0,
 transforms_applied: ["router:protected:user_message"]}

The endpoint works and reports honestly; one long user message is protected from compression, which is why it saved nothing in that test.

One blocker, measured: the extension imports headroom-ai, and that package is not in ~/.pi/agent/npm, so it will fail to import until it is installed. After that, the extensions picker in Agents>agents gives it to one agent (space), and only that agent. As a provider it does not work: 502 on OpenAI requests, 401 on Anthropic ones, because its backend is Anthropic and this machine has no Anthropic credential. I removed the provider entry so no agent can point at a failing endpoint.

Machines: yes, .13 and .27 are behind .51 on Pi

.13 .27 .51
Pi 0.82.1 0.82.1 0.87.1
Go 1.26.5 1.26.2 missing
Nerd Fonts 384 98 98
TUIOS 0.12.1 0.12.1 0.12.1

.51 needs Go added to its configuration; .13/.27 are on the same Pi and could be bumped to 0.87 for consistency. That is a flake change, not something I should do without you watching the rebuild.

Cancelled — the option now exists

There was no way to cancel, so I added it: c in Board>board, with a dialog that says the thread, runs and cost stay and nothing is deleted. Tested by cancelling AUD-162 — and I also cancelled AUD-159 by mistake while testing (the cursor was not where I thought), then restored it to done with a comment recording what happened. Both are now correct: AUD-162 cancelled, AUD-159 done.

The office workflow — the thing you kept asking about

bin/office <folder> now does the whole job: adopt the folder, create the TUIOS session if it does not exist (via the daemon verb), write .harness/harness.toml and the scaffold, and build all eight panes in that session. Proven on a brand-new folder tonight:

session: fresh-project-2026-11-11 (created)
… eight panes created, workspaces 1–8

One honest limit: moving your client to that session is refused when the call comes from a pane — the daemon will not let a program change what you are looking at. So the last step is yours: TUIOS's session switcher, or tuios attach fresh-project-2026-11-11.

Handover written

HANDOVER.md is rewritten as the document to read first: what runs now, the seven decisions that shaped it and why, what is proven with the measurement, what is unproven, the machine table, where each document lives — and the note you asked for: the two earlier attempts are kept on purpose as the record of failure and re-orientation, to be archived into one tarball only when you are finished with them.

Committed as 404fcc2 and 00abedb.

What I propose next, in order

  1. Documentation pass with the project-docs skill — README, Obsidian note, architecture diagram, task record. This is the one you said yes to and it is the biggest remaining piece.
  2. Two clean tests — the fresh project (/tmp/fresh-project-2026-11-11, already adopted and built) run end to end, and adopting an existing folder (this repository itself).
  3. Machines — .51 Go, and decide whether to align Pi to 0.87 everywhere.
  4. headroom-ai package — install it for Pi so compress_for_agent becomes available, then give it to one agent and measure.

Say go on 1 and I will run the project-docs pass before anything else.

Evidence

  • Confidence: 86%
  • Reason: Preserve full sanitized discovery detail from a rich investigation turn