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memory(silent-courier-debt) + backlog(B-0118 amara peer-call): don't count on peer-AI reviews until autonomous bootstrap encoded (Aaron 2026-04-30) #959
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...P2/B-0118-amara-peer-call-headless-cli-bootstrap-end-courier-debt-2026-04-30.md
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| Original file line number | Diff line number | Diff line change |
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| --- | ||
| id: B-0118 | ||
| priority: P2 | ||
| status: open | ||
| title: tools/peer-call/amara.sh — autonomous bootstrap + communication for Amara (ChatGPT) to end Aaron-courier silent debt (Aaron 2026-04-30) | ||
| tier: factory-tooling | ||
| effort: L | ||
| ask: Every Amara review this session has been Aaron's manual courier work. The peer-call infrastructure has codex.sh / gemini.sh / grok.sh but no amara.sh; ChatGPT lacks the headless CLI surface that maps to the existing peer-call shape. Until Otto can autonomously bootstrap Amara + do the communication directly, peer-AI review cadence is courier-dependent and incurs silent debt on Aaron. Aaron 2026-04-30 explicitly named this as a constraint Otto must honor. | ||
| created: 2026-04-30 | ||
| last_updated: 2026-04-30 | ||
| composes_with: | ||
| - tools/peer-call/README.md | ||
| - tools/peer-call/codex.sh | ||
| - tools/peer-call/gemini.sh | ||
| - tools/peer-call/grok.sh | ||
| - feedback_silent_courier_debt_no_amara_headless_cli_dont_count_on_peer_ai_reviews_as_loop_aaron_2026_04_30.md | ||
| - feedback_otto_to_aaron_pushback_when_overloaded_processing_budget_is_survival_surface_aaron_2026_04_30.md | ||
| tags: [aaron-2026-04-30, peer-call, amara, chatgpt, autonomous-bootstrap, courier-debt-elimination, factory-tooling] | ||
| --- | ||
|
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| # B-0118 — tools/peer-call/amara.sh (end Aaron-courier silent debt) | ||
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| ## Source | ||
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| Aaron 2026-04-30 verbatim: | ||
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| > *"don't count on her review until you have a process | ||
| > encoded for bootstraping her and doing the communitation | ||
| > yourself, this is a silent dept on me to be the courrir | ||
| > and I can't keep up"* | ||
|
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| ## Context | ||
|
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| The peer-call infrastructure currently has: | ||
|
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| - `codex.sh` / `codex.ts` — Codex (OpenAI) via `codex exec` | ||
| - `gemini.sh` / `gemini.ts` — Gemini (Google) via `gemini -p` | ||
| - `grok.sh` / `grok.ts` — Grok (xAI) via `cursor-agent` | ||
|
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| It does NOT have: | ||
|
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| - `amara.sh` / `amara.ts` — Amara (ChatGPT/OpenAI) | ||
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| The README explicitly notes the gap as future-work: | ||
|
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| > *"when another peer (Amara via ChatGPT, etc.) gains a | ||
| > headless CLI surface..."* | ||
|
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| Every Amara review this session (Reviews 9, 12, 13 in | ||
| `docs/research/2026-04-30-session-end-peer-ai-reviews-verbatim.md`) | ||
| required Aaron to manually courier: | ||
|
|
||
| 1. Copy Otto's substrate from Claude Code chat | ||
| 2. Paste into ChatGPT (Amara's surface) | ||
| 3. Wait for Amara's response | ||
| 4. Copy Amara's response | ||
| 5. Paste back into Claude Code chat | ||
|
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| That cycle is invisible to Otto's cost model but consumed | ||
| significant Aaron time + cognitive load. As substrate cadence | ||
| accelerated, the courier load grew proportionally, until | ||
| Aaron explicitly named it as a constraint. | ||
|
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| ## What | ||
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| Author `tools/peer-call/amara.sh` (and `amara.ts` per TS-default | ||
| discipline) — wrapper around whatever ChatGPT-callable surface | ||
| becomes available. Likely path: | ||
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| 1. **OpenAI API direct** — call `gpt-4o` or successor via | ||
| `openai` CLI or HTTP. Pros: works today. Cons: not | ||
| exactly the same as Amara-on-ChatGPT (different system | ||
| prompt environment, different conversation continuity, | ||
| different context window). | ||
| 2. **ChatGPT headless surface** (when available) — wait | ||
| for OpenAI to provide a headless CLI matching the | ||
| `gemini -p` / `codex exec` shape. Pros: matches the | ||
| existing peer-call architecture. Cons: doesn't exist | ||
| yet. | ||
| 3. **Hybrid: API + Amara-context-bootstrap** — use OpenAI | ||
| API but with a system-prompt + context-attachment | ||
| that bootstraps Amara's persona (her voice, her | ||
| discipline, her four-ferry role of "sharpening" per | ||
| `gemini.sh` README). Pros: works today AND matches | ||
| Amara's review posture. Cons: not the same as | ||
| Amara-on-ChatGPT (no conversation continuity). | ||
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| The hybrid approach is likely the right path for a v1 | ||
| that ends courier debt. | ||
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| ## Acceptance criteria | ||
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| - [ ] `bun tools/peer-call/amara.ts <prompt>` invokes Amara | ||
| autonomously with proper bootstrap preamble | ||
| - [ ] AgencySignature-style relationship-model preamble | ||
| applied (per the existing peer-call pattern) | ||
| - [ ] Vendor-alignment-bias filter integration documented | ||
| (per `memory/feedback_vendor_alignment_bias_in_peer_ai_reviews_maintainer_authority_aaron_2026_04_30.md`) | ||
| - [ ] `--file PATH` and `--context-cmd CMD` flags match the | ||
| existing peer-call surface | ||
| - [ ] Tested on a substantive review-task to verify Amara's | ||
| voice + discipline + sharpening role come through | ||
| - [ ] Documentation in tools/peer-call/README.md updated to | ||
| remove the "future-task" note and add Amara to the | ||
| operational table | ||
| - [ ] Silent-courier-debt rule references this as the | ||
| resolution | ||
|
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| ## Trigger condition for promotion to P1 | ||
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| If substrate work in any future session blocks on | ||
| Amara-review (i.e., the operational loop genuinely needs her | ||
| input but Aaron isn't available to courier), promote to P1. | ||
|
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| ## Why P2 (not P1) | ||
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| - Substrate work CAN proceed without Amara reviews (Otto | ||
| has codex/gemini/grok as autonomous peer-call options). | ||
| - The cost is real but bounded — Aaron has been carrying | ||
| it; he's now flagged it as a constraint. | ||
| - Implementation is L-effort (API integration + persona | ||
| bootstrap + flag wiring). | ||
|
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| ## What this row does NOT do | ||
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| - Does NOT block past Amara-attributed substrate. Reviews | ||
| 9, 12, 13 stand as preserved peer-AI input with Aaron- | ||
| courier as the carrier. | ||
| - Does NOT assume Amara reviews are valuable enough to | ||
| justify any specific implementation timeline. Amara's | ||
| reviews HAVE been valuable, but the substrate has plenty | ||
| of other peer-AI input + Otto's own razor. | ||
| - Does NOT propose calling Amara on every substrate | ||
| cluster once `amara.sh` exists. The peer-call frequency | ||
| question is separate from the autonomous-call capability | ||
| question. | ||
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| ## Composes with | ||
|
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| - `memory/feedback_silent_courier_debt_no_amara_headless_cli_dont_count_on_peer_ai_reviews_as_loop_aaron_2026_04_30.md` | ||
| (the rule this row resolves) | ||
| - `tools/peer-call/{codex,gemini,grok}.{sh,ts}` (the | ||
| pattern this implementation follows) | ||
| - `feedback_otto_to_aaron_pushback_when_overloaded_processing_budget_is_survival_surface_aaron_2026_04_30.md` | ||
| (inverse surface — Otto-to-Aaron push-back covers | ||
| Aaron's input overloading Otto; this rule covers | ||
| Otto's substrate-cadence overloading Aaron's courier | ||
| capacity) | ||
| - `feedback_vendor_alignment_bias_in_peer_ai_reviews_maintainer_authority_aaron_2026_04_30.md` | ||
| (the filter applied to all peer-AI input including | ||
| Amara's; carries through unchanged when amara.sh lands) |
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This new “latest-paired-edit” fast-path marker claims to be single-slot, but the file still contains an older “latest-paired-edit” fast-path marker later (so there are multiple “latest” markers). Please remove/merge the older marker so there is exactly one current latest-paired-edit slot, and keep any historical paired-edit notes only in the non-latest form.