diff --git a/.pi/memory-vault/packs/paperclip-harness/20-context/paperclip-harness.md b/.pi/memory-vault/packs/paperclip-harness/20-context/paperclip-harness.md index b50f593..40100b9 100644 --- a/.pi/memory-vault/packs/paperclip-harness/20-context/paperclip-harness.md +++ b/.pi/memory-vault/packs/paperclip-harness/20-context/paperclip-harness.md @@ -441,3 +441,86 @@ Committed as `0476afc`; the eight workspaces were rebuilt and are running. My su - observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|paperclip-harness task state and session inventory]] - session: [[packs/paperclip-harness/80-sessions/rich-discovery-pause-2026-11-11-02-40-13|Rich discovery: pause 2026-11-11 02:40:13]] - context: [[packs/paperclip-harness/20-context/paperclip-harness|pause]] + + +--- + +## Update (2026-11-11 08:00:32) + +Repository/workspace paperclip-harness. Key components: TUI written in Go (`paperclip-harness/tui`, e.g. `board.go`) with panes shell, board, work, agents, reply, new, project, repair across TUIOS workspaces 1–8. `bin/office ` bootstraps a workspace: adopts folder, creates TUIOS session via daemon verb (refused when requested from within a pane), writes `.harness/harness.toml` and scaffold, builds eight panes. Board supports task lifecycle incl. new cancel action (`c`). Integrations: headroom via headroom-bridge extension tools; TUIOS 0.12.1 on all machines. Docs: HANDOVER.md is the primary first-read doc. Pi agent state under ~/.pi/agent (npm extensions in ~/.pi/agent/npm). + +## Detailed context from completed turn + +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 ` 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: 85% +- Reason: Durable component/overview context for the repo.; enriched with final-answer detail because persistence should be reusable + +## Related learned memories + +- context: [[packs/paperclip-harness/20-context/paperclip-harness|paperclip-harness]] +- observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|paperclip-harness TUIOS session layout and board pane constraints]] +- decision: [[packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li|Headroom integrated as agent tool, not as LLM provider]] +- action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Implemented Board cancel, office session creation, headroom tool path; rewrote handover]] +- session: [[packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-|paperclip-harness: headroom integration, machine drift, cancel feature, office workflow]] +- session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32|Rich discovery: itself 2026-11-11 08:00:32]] +- context: [[packs/paperclip-harness/20-context/tmp|itself]] diff --git a/.pi/memory-vault/packs/paperclip-harness/20-context/tmp.md b/.pi/memory-vault/packs/paperclip-harness/20-context/tmp.md index 04b0194..538b49a 100644 --- a/.pi/memory-vault/packs/paperclip-harness/20-context/tmp.md +++ b/.pi/memory-vault/packs/paperclip-harness/20-context/tmp.md @@ -930,3 +930,89 @@ Committed as `049e25a`. The eight workspaces are rebuilt; `Work>work` will open - session: [[packs/paperclip-harness/80-sessions/rich-discovery-tmp-2026-11-11-01-58-59|Rich discovery: tmp 2026-11-11 01:58:59]] - context: [[packs/paperclip-harness/20-context/tmp|tmp]] - observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|tmp repository structure and configuration patterns]] + + +--- + +## Update (2026-11-11 08:00:32) + +## Rich discovery update (2026-11-11 08:00:32) + +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 ` 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. + +## Source paths observed + +- `8787/v1/compress` +- `.pi/agent/npm` + +## Evidence + +- Confidence: 84% +- Reason: Update component/repository context with detailed discovered structure and configuration + +## Related learned memories + +- context: [[packs/paperclip-harness/20-context/paperclip-harness|paperclip-harness]] +- observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|paperclip-harness TUIOS session layout and board pane constraints]] +- decision: [[packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li|Headroom integrated as agent tool, not as LLM provider]] +- action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Implemented Board cancel, office session creation, headroom tool path; rewrote handover]] +- session: [[packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-|paperclip-harness: headroom integration, machine drift, cancel feature, office workflow]] +- session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32|Rich discovery: itself 2026-11-11 08:00:32]] +- context: [[packs/paperclip-harness/20-context/tmp|itself]] diff --git a/.pi/memory-vault/packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups.md b/.pi/memory-vault/packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups.md index 097b564..d0113a2 100644 --- a/.pi/memory-vault/packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups.md +++ b/.pi/memory-vault/packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups.md @@ -825,3 +825,91 @@ Follow-up offered (not yet done): close 21 junk sessions (harness-demo-card-*, o - action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Built and ran bin/triage (Mouse-1 labeller) and measured headroom provider]] - session: [[packs/paperclip-harness/80-sessions/paperclip-harness-session-snapshot-provider-feasibility-tria|Paperclip harness session snapshot: provider feasibility + triage tooling]] - session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-07-40-01|Rich discovery: itself 2026-11-11 07:40:01]] + + +--- + +## Update (2026-11-11 08:00:32) + +Deliverables completed: +- Board cancel: `c` key in Board>board with confirm dialog; tested on AUD-162 (cancelled), AUD-159 restored to done after accidental cancel. +- `bin/office `: now creates the TUIOS session via daemon verb when missing, writes `.harness/harness.toml` and scaffold, builds eight panes. Verified on /tmp/fresh-project-2026-11-11. +- Headroom: documented tool path (compress_for_agent/check_headroom) as the viable integration; removed broken provider entry; provider path documented as blocked (Anthropic credential missing). +- HANDOVER.md rewritten with decisions, proof status, machine table, doc map. +Commits: 404fcc2, 00abedb. Validation: daemon refuses client session switching from within a pane (documented limitation). Proposed next: project-docs pass, two clean end-to-end tests (fresh project + adopting this repo), machine alignment, install headroom-ai for Pi. + +## Detailed deliverable from completed turn + +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 ` 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: 90% +- Reason: Concrete completed work with artifacts, validation, and follow-ups.; enriched with final-answer detail because persistence should be reusable + +## Related learned memories + +- context: [[packs/paperclip-harness/20-context/paperclip-harness|paperclip-harness]] +- observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|paperclip-harness TUIOS session layout and board pane constraints]] +- decision: [[packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li|Headroom integrated as agent tool, not as LLM provider]] +- action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Implemented Board cancel, office session creation, headroom tool path; rewrote handover]] +- session: [[packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-|paperclip-harness: headroom integration, machine drift, cancel feature, office workflow]] +- session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32|Rich discovery: itself 2026-11-11 08:00:32]] +- context: [[packs/paperclip-harness/20-context/tmp|itself]] diff --git a/.pi/memory-vault/packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li.md b/.pi/memory-vault/packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li.md index 92187ed..def603b 100644 --- a/.pi/memory-vault/packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li.md +++ b/.pi/memory-vault/packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li.md @@ -318,3 +318,89 @@ Review caveat: revisit if a long-running job shows measurable latency/cost benef - action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Built and ran bin/triage (Mouse-1 labeller) and measured headroom provider]] - session: [[packs/paperclip-harness/80-sessions/paperclip-harness-session-snapshot-provider-feasibility-tria|Paperclip harness session snapshot: provider feasibility + triage tooling]] - session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-07-40-01|Rich discovery: itself 2026-11-11 07:40:01]] + + +--- + +## Update (2026-11-11 08:00:32) + +Decision: use headroom via the `headroom-bridge` extension tools (`compress_for_agent`, `check_headroom`) rather than configuring it as a model provider. +Context: provider mode fails (502 on OpenAI, 401 on Anthropic — its backend is Anthropic and no Anthropic credential exists here); the tool path measured working (200 from /v1/compress). +Consequences: provider entry removed so no agent can point at a failing endpoint; `headroom-ai` npm package must be installed in ~/.pi/agent/npm before the extension imports; only agents given the extension (e.g. `space`) get it. +Review caveat: compression may save 0 tokens when content is protected (router:protected:user_message). + +## Detailed decision context from completed turn + +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 ` 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: 85% +- Reason: Architectural choice with rationale, alternatives, and consequences.; enriched with final-answer detail because persistence should be reusable + +## Related learned memories + +- context: [[packs/paperclip-harness/20-context/paperclip-harness|paperclip-harness]] +- observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|paperclip-harness TUIOS session layout and board pane constraints]] +- decision: [[packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li|Headroom integrated as agent tool, not as LLM provider]] +- action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Implemented Board cancel, office session creation, headroom tool path; rewrote handover]] +- session: [[packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-|paperclip-harness: headroom integration, machine drift, cancel feature, office workflow]] +- session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32|Rich discovery: itself 2026-11-11 08:00:32]] +- context: [[packs/paperclip-harness/20-context/tmp|itself]] diff --git a/.pi/memory-vault/packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns.md b/.pi/memory-vault/packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns.md index 99990b3..fa2ca81 100644 --- a/.pi/memory-vault/packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns.md +++ b/.pi/memory-vault/packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns.md @@ -3374,3 +3374,162 @@ Say which of those six you want first, and whether I should close the junk sessi - action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Built and ran bin/triage (Mouse-1 labeller) and measured headroom provider]] - session: [[packs/paperclip-harness/80-sessions/paperclip-harness-session-snapshot-provider-feasibility-tria|Paperclip harness session snapshot: provider feasibility + triage tooling]] - session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-07-40-01|Rich discovery: itself 2026-11-11 07:40:01]] + + +--- + +## Update (2026-11-11 08:00:32) + +Bash discovery of TUIOS session state: panes list was `[(1, None), (1, 'shell'), (2, 'board'), (3, 'work'), (4, 'agents'), (5, 'reply'), (6, 'new'), (7, 'project'), (8, 'repair')]` — eight named panes plus default. The Board pane requires 80×24 but the panel rendered at 78×22, showing 'This workspace needs 80 × 24. This panel is 78 × 22. Make it larger, or use Tab and zoom.' Caveat for future: board pane may not render correctly at default terminal sizes. Also observed a compile error during testing: `./board.go:177:22: cannot use rows (variable of type []Row) as Row value in array or slice literal` in paperclip-harness/tui. + +## Detailed observations from completed turn + +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 ` 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: 80% +- Reason: Concrete layout/constraint details useful for future TUI work on this repo.; enriched with final-answer detail because persistence should be reusable + + +--- + +## Update (2026-11-11 08:00:32) + +## Structural/configuration observations (2026-11-11 08:00:32) + +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 ` 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. + +## Source paths observed + +- `8787/v1/compress` +- `.pi/agent/npm` + +## Evidence + +- Confidence: 82% +- Reason: Captured factual repo structure/configuration patterns from rich discovery + +## Related learned memories + +- context: [[packs/paperclip-harness/20-context/paperclip-harness|paperclip-harness]] +- observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|paperclip-harness TUIOS session layout and board pane constraints]] +- decision: [[packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li|Headroom integrated as agent tool, not as LLM provider]] +- action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Implemented Board cancel, office session creation, headroom tool path; rewrote handover]] +- session: [[packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-|paperclip-harness: headroom integration, machine drift, cancel feature, office workflow]] +- session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32|Rich discovery: itself 2026-11-11 08:00:32]] +- context: [[packs/paperclip-harness/20-context/tmp|itself]] diff --git a/.pi/memory-vault/packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-.md b/.pi/memory-vault/packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-.md new file mode 100644 index 0000000..e8f183b --- /dev/null +++ b/.pi/memory-vault/packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-.md @@ -0,0 +1,51 @@ +--- +type: session +id: session.paperclip-harness.paperclip-harness-headroom-integration-machine-drift-cancel- +title: paperclip-harness: headroom integration, machine drift, cancel feature, office workflow +status: active +source_of_truth: false +freshness: current +last_reviewed: 2026-11-11 +tags: + - pack/paperclip-harness + - agent-memory/session + - paperclip-harness + - headroom + - tuios + - machines + - cancel + - office +--- + +# paperclip-harness: headroom integration, machine drift, cancel feature, office workflow + +Discovery snapshot from a completed night of work on the paperclip-harness workspace. + +Headroom integration: the `headroom-bridge` extension exposes two agent tools, `compress_for_agent` and `check_headroom`; this tool-path (not provider-path) is the correct integration. Direct measurement: POST http://192.168.20.13:8787/v1/compress with {model, messages} returns 200 with {tokens_before:4009, tokens_after:4009, tokens_saved:0, transforms_applied:["router:protected:user_message"]} — endpoint works but protected a single long user message so saved nothing. Blocker: the extension imports `headroom-ai`, which is NOT in ~/.pi/agent/npm, so it will fail to import until installed. As a *provider* it fails: 502 on OpenAI requests, 401 on Anthropic (backend is Anthropic, no Anthropic credential on this machine); the provider entry was removed so no agent points at it. + +Machine drift (Pi/Go/Nerd Fonts/TUIOS): .13 Pi 0.82.1, Go 1.26.5, Nerd Fonts 384, TUIOS 0.12.1; .27 Pi 0.82.1, Go 1.26.2, Nerd Fonts 98, TUIOS 0.12.1; .51 Pi 0.87.1, Go missing, Nerd Fonts 98, TUIOS 0.12.1. .51 needs Go added to config; .13/.27 could be bumped to Pi 0.87 for consistency (flake change, not done without supervision). + +Board cancel feature: `c` in Board>board opens a dialog stating thread/runs/cost stay and nothing is deleted. Tested by cancelling AUD-162; AUD-159 was accidentally cancelled during testing and restored to `done` with an explanatory comment. + +Office workflow: `bin/office ` adopts a folder, creates the TUIOS session via the daemon verb if absent, writes `.harness/harness.toml` + scaffold, and builds all eight panes. Proven on fresh-project-2026-11-11 (session created, workspaces 1–8). Limit: daemon refuses client session moves originating from a pane; user must switch/attach manually (e.g. `tuios attach fresh-project-2026-11-11`). + +Docs: HANDOVER.md rewritten as first-read document (seven shaping decisions, proven vs unproven, machine table, doc map; two earlier failure attempts intentionally kept). Commits `404fcc2` and `00abedb`. + +## Evidence + +- Confidence: 90% +- Reason: Rich sanitized discovery snapshot with concrete measurements, versions, and workflow results. + +## Related + +- [[packs/paperclip-harness/00-system/pi-agent/memory-manifest|Memory Manifest]] + +## Related learned memories + +- context: [[packs/paperclip-harness/20-context/paperclip-harness|paperclip-harness]] +- observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|paperclip-harness TUIOS session layout and board pane constraints]] +- decision: [[packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li|Headroom integrated as agent tool, not as LLM provider]] +- action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Implemented Board cancel, office session creation, headroom tool path; rewrote handover]] +- session: [[packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-|paperclip-harness: headroom integration, machine drift, cancel feature, office workflow]] +- session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32|Rich discovery: itself 2026-11-11 08:00:32]] +- context: [[packs/paperclip-harness/20-context/tmp|itself]] diff --git a/.pi/memory-vault/packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32.md b/.pi/memory-vault/packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32.md new file mode 100644 index 0000000..1034e60 --- /dev/null +++ b/.pi/memory-vault/packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32.md @@ -0,0 +1,105 @@ +--- +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 ` 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 + +## Related + +- [[packs/paperclip-harness/00-system/pi-agent/memory-manifest|Memory Manifest]] + +## Related learned memories + +- context: [[packs/paperclip-harness/20-context/paperclip-harness|paperclip-harness]] +- observation: [[packs/paperclip-harness/60-observations/tmp-repository-structure-and-configuration-patterns|paperclip-harness TUIOS session layout and board pane constraints]] +- decision: [[packs/paperclip-harness/50-decisions/paperclip-harness-ui-six-workspaces-spec-first-four-panel-li|Headroom integrated as agent tool, not as LLM provider]] +- action: [[packs/paperclip-harness/40-actions/2026-11-10-wrote-docs-ui-layout-md-and-three-live-layout-mockups|Implemented Board cancel, office session creation, headroom tool path; rewrote handover]] +- session: [[packs/paperclip-harness/80-sessions/paperclip-harness-headroom-integration-machine-drift-cancel-|paperclip-harness: headroom integration, machine drift, cancel feature, office workflow]] +- session: [[packs/paperclip-harness/80-sessions/rich-discovery-itself-2026-11-11-08-00-32|Rich discovery: itself 2026-11-11 08:00:32]] +- context: [[packs/paperclip-harness/20-context/tmp|itself]] diff --git a/docs/NEXT.md b/docs/NEXT.md index 64783c5..3ad632f 100644 --- a/docs/NEXT.md +++ b/docs/NEXT.md @@ -113,6 +113,15 @@ The one place it would earn its keep here: a failed run in `Agents>agents` offer asks "what does this failure need" with four options and records the answer, the confidence and the options on the task. A person still decides, and it never decides a merge. +## Headroom: measured facts + +- The **tool** path works: `headroom-ai` is now installed for Pi on `.13`, `.27` and `.51`, and + `compress()` answers from `http://192.168.20.13:8787` (measured: 2809 tokens before and after + for a single long user message, which headroom protects from compression). +- The **provider** path fails, and not for the reason first given: `docker logs headroom` shows + LiteLLM rejecting the router's model ids, so a completion returns 502. The router answers the + same request in 1.1 s. Fixing it means teaching headroom's LiteLLM the router's models. + ## Headroom: a tool, not a provider The `headroom-bridge` extension gives an agent two tools (`compress_for_agent`, diff --git a/docs/PLAN-INTERFACE.md b/docs/PLAN-INTERFACE.md index 4064554..1493ebc 100644 --- a/docs/PLAN-INTERFACE.md +++ b/docs/PLAN-INTERFACE.md @@ -640,29 +640,28 @@ without the provider. to the company, not to a project. The finest granularity is one agent, which is what the `Agents>settings` model field already gives. -### Measured afterwards: it does not work yet, and why +### Measured: what actually fails, and why -A provider entry was added and removed again after testing, because requests fail: +The earlier claim that "headroom needs an Anthropic key" was wrong. Here is what the tests show. + +Headroom runs as a container from `ghcr.io/chopratejas/headroom:latest` with +`--port 8787 --no-telemetry`, and it is built on **LiteLLM**. Its `/v1/models` lists the same 486 +models as the router, and `/v1/compress` works. What fails is a completion through it: ``` -POST http://192.168.20.13:8787/v1/chat/completions → 502 {"code":"proxy_error"} -POST http://192.168.20.13:8787/v1/messages → 401 "invalid x-api-key" (Anthropic shape) -POST http://192.168.20.13:20129/v1/chat/completions → 400 (the router's own model naming) +router POST /v1/chat/completions deepseek/deepseek-v4-flash → 200, SSE stream, "ok" in 1.1 s +headroom POST /v1/chat/completions deepseek/deepseek-v4-flash → 502 {"code":"proxy_error"} ``` -Headroom's backend is `anthropic`: it speaks the Anthropic Messages API and authenticates with -an Anthropic key, which this machine does not have. The omni router uses an OpenAI-shaped API -with its own key. So headroom cannot be put in front of the agents as things stand. +`docker logs headroom` shows LiteLLM repeating *"Provider List: https://docs.litellm.ai/docs/providers"* +— LiteLLM does not recognise our router's model ids (`deepseek/deepseek-v4-flash`, +`auto/best-fast`), so it never makes the call. The same body sent to the router directly succeeds, +so the key, the model and the request shape are all fine. -To use it, one of these is needed: - -1. an Anthropic-compatible credential in headroom, and agents moved to an Anthropic-shaped - provider; -2. or headroom configured to accept the omni router's OpenAI API and key; -3. or nothing — the omni router already does model routing, and headroom's only addition would be - prompt compression. - -The provider entry was removed so no agent can be pointed at a failing endpoint by accident. +**So headroom is not blocked by Anthropic, and not by a key.** It is blocked by LiteLLM not +knowing the router's models. To use it as a provider, headroom's own model list has to define +them, for example `openai/deepseek-v4-flash` with `api_base: http://192.168.20.13:20129/v1` and +our key — a change to headroom's configuration inside that container, not to our software. ### The path that does work: headroom as a tool