Version. 0.1 Date. 2026-05-11 Author. Marvin Percival (DUNIN7 Operator) with Claude.ai. Purpose. Brief a fresh Claude.ai chat (or CC) to draft CR-2026-070 for Phase 55. Self-sufficient — the drafter does not need to re-read the scoping conversation; everything settled lives in this handoff plus scoping note v0.2.
A conversational engagement creation surface. An Operator talks to the Companion. The Companion walks them through articulating a new engagement. When ready, the Companion asks whether to write up the conversation as a Discovery record or commit it as a brief. The Operator picks one. The engagement gets created and the Operator routed to it.
Example flow:
> Operator: "I want to create something for tracking my garden over the year." > Companion: "Tell me a bit about it. Who's it for?" > Operator: "Just me — I want to remember what I planted and how it did." > Companion: [several turns of elicitation] > Companion: "Sounds like enough to start. Discovery record or brief?" > Operator: "Brief." > Companion: "Done — your garden tracker is ready." [new engagement appears]
Phase 55 closes the engagement creation arc's product surface. Phases 53 + 54 built the two extraction paths that take Discovery records or briefs and produce inducted engagements. Phase 55 adds the conversational surface that produces those inputs.
CR drafter confirms before any drafting work.
Engine repo: DUNIN7/loomworks-engine at /Users/dunin7/loomworks-engine.
phase-54-companion-routed-commit at commit b933c66.main, working tree clean.phase-55-step-0 (commit 812669e), unmerged, containing Step 0 findings only.
Operator Layer repo: DUNIN7/loomworks at /Users/dunin7/loomworks.
phase-51-marketing-site-and-companion-email at e4c09e0 (unchanged through Phases 51/52/53/54).Marketing repo: untouched in Phase 55.
Workshop repo: not in Phase 55 scope.
The drafter reads in this order before drafting any CR sections:
loomworks-phase-55-scoping-note-v0_2.md — the authoritative source for settled decisions. All fourteen P55-D items closed there.phase-55-step-0-findings-v0_1.md (engine repo docs/phase-impl-notes/) — Step 0 evidence for V1 through V10.phase-42-cr-intent-classification-and-reactive-companion-v0_1.md (engine repo docs/phase-crs/) — Phase 42 intent classifier + relational conversation-turn table. Phase 55 extends both.phase-41-cr-companion-identity-and-personal-engagement-v0_1.md (engine repo docs/phase-crs/) — personal engagement substrate. Phase 55 writes one Memory event here.phase-53-cr-discovery-to-seed-skill-v0_1.md and phase-54-cr-companion-routed-commit-v0_1.md (engine repo docs/phase-crs/) — the two extraction paths Phase 55's terminal commit calls into.All decisions closed. The drafter consumes them; does not relitigate.
| Item | Setting |
|------|---------|
| P55-D1 | A3 — both output paths available; Companion asks at terminal turn which one |
| P55-D2 | (c) — Operator picks path at terminal turn via Companion-asks |
| P55-D3 | B3 — both dedicated frontend route and intent-classified entry |
| P55-D4 | C1 with hybrid storage — conversation lives in personal engagement scope; turns stored relationally, terminal event stored as Memory |
| P55-D5 | D3 — both Companion-asks and Operator-commands terminal patterns; Companion-asks is default |
| P55-D6 | E2 — three new intent classifications (entry, active, commit) |
| P55-D7 | F2 — multi-component system prompts, one per classification |
| P55-D8 | New engagement_created_from_assistance MemoryObject in personal engagement; _ANCHOR_PRIORITY at "standard"; placed in engagement-creation-arc group |
| P55-D9 | Engine endpoint: POST /me/engagements/create-from-conversation |
| P55-D10 | Operator Layer frontend route: /operator/create-engagement |
| P55-D11 | G2 — subtle mode indicator while in creation mode |
| P55-D12 | H1 — Option D cleanup (intent_hint: Literal collapse) runs as Phase 55 Step 1 |
| P55-D13 | Conversation turns stored in Phase 42 relational conversation-turn table, scoped to personal engagement |
| P55-D14 | New ~5-line internal-call wrapper for Phase 53's /seed/extract, mirroring Phase 54's existing _call_seed_commit_from_brief |
Five components. CR §-numbering should follow Phase 53/54 precedent.
1a. Option D cleanup. Collapse intent_hint: Literal on ConverseRequest to derive from classifier.IntentLabel. Two duplication sites confirmed by Step 0 V1. After collapse: single source of truth at classifier.IntentLabel.
1b. Intent classifier extension. Three new labels: create_engagement_entry, create_engagement_active, create_engagement_commit. Baseline 15 labels (V2) → 18 after Phase 55. Extension protocol same as Phase 54 used.
1c. Conversational flow handler + three system prompt components. Per F2. Entry component greets and asks first elicitation question. Active component runs the elicitation discipline. Commit component asks "Discovery record or brief?" and recognizes Operator confirmation.
1d. Terminal-commit endpoint POST /me/engagements/create-from-conversation. Reads recent creation-conversation turns from Phase 42 relational table. Branches on output path per Operator choice. Calls either P55-D14's new wrapper (Phase 53 path) or Phase 54's existing _call_seed_commit_from_brief wrapper. Both paths produce a Seed and reach induct_seed. After induction, calls draft_engagement + commit_engagement (both independently callable per V4) to create the engagement. Writes terminal engagement_created_from_assistance Memory event on personal engagement.
1e. Internal-call wrapper for Phase 53. ~5 lines. Lives in same module as Phase 54's wrapper.
Three components.
2a. Dedicated route /operator/create-engagement. Renders Companion conversation surface in creation mode.
2b. Intent-classified entry. When the Operator says "I want to create..." in any existing converse surface, the Phase 42 classifier returns create_engagement_entry and the conversation continues in creation mode.
2c. Mode indicator + terminal affordance. Subtle banner or badge displays "Creating an engagement." Terminal-commit affordance renders response options as suggested replies; Operator picks one.
4 active + 3 reserved buffer slots. Reserved-slot-as-halt-condition-pre-commitment per manifest v0.39 §2.
Step 0 — Pre-flight + CR archival. Standard. CC archives this CR to engine repo docs/phase-crs/. Confirms baseline tags, test counts, Alembic head. Creates branch phase-55-engagement-creation-assistance from main.
Step 1 — Option D cleanup. Collapse intent_hint: Literal to classifier.IntentLabel. ~3 tests. Checkpoint: baseline tests green + Option D delta clean. ~30 min.
Step 2 — Intent classifier extension + flow handler + prompt components. Three classifications attach. Three system prompt components attach. Handler reads turns from Phase 42 relational table. ~6–8 tests for classifier; ~5–8 for handler/prompts. Checkpoint A — green tests, classifier extension structurally sound, sufficiency-detection exercised. ~1.5–2 hours.
Step 3 — Terminal-commit endpoint + Memory event + Phase 53 wrapper. New endpoint. New wrapper. New Memory event with FORAY hooks. Both output paths reachable; engagement creation composes draft_engagement + commit_engagement + draft_seed. ~10–12 tests for endpoint; ~2 for wrapper; ~2–3 for Memory event. ~1.5–2 hours.
Step 4 — Operator Layer. Dedicated route. Mode indicator. Terminal affordance via existing suggested-reply pattern. ~3–5 vitest per component. Checkpoint B (final) — full e2e smoke through entry → conversation → commit → new engagement landed. Tag lands. ~1–2 hours.
Reserved slots 5–7 unconsumed by default.
Auto-mode posture: Steps 0–2 auto-mode-proceed; Checkpoint A halts; Steps 3–4 auto; Checkpoint B (final) halts for tagging.
Substrate (engine repo):
Total: ~32–42 new substrate tests. Existing 2,191 stay green. Post-Phase-55: ~2,223–2,233.
Operator Layer:
Total: ~8–13 new vitest. Existing 139 stay green. Post-Phase-55: ~147–152.
E2E: 2–3 (creation entry → conversation → commit → new engagement; both extraction paths if practical).
Per friction-discipline-pattern-family mid-build boundary. CC halts and writes a halt-surface note on any of:
engagement_id-scoped queries needed for personal-engagement scoping. (Low probability — Phase 42 designed for engagement-scoped reads.)draft_engagement or commit_engagement has hidden dependencies on Phase 31 brief-flow state.
Halt-surface note format: phase-55-halt-surface-{timestamp}-v0_1.md in engine repo docs/phase-impl-notes/. Mid-build amendment scoping runs in a separate Claude.ai chat.
Step 0 verified the scoping note's substrate assumptions. The CR adds drafting-time details — exact paths, file names, function signatures, ordering conventions — that Step 0 didn't enumerate. The drafter runs these verifications against the live engine repo before finalizing the CR; naming-only divergences absorb in-flight, architectural divergences halt and re-surface.
The list below names what the CR drafter checks. Format: short label, what's being verified, expected location, what failure looks like.
CRV-1. ConverseRequest location + current intent_hint annotation. Verify file path and line for the field. Expected: somewhere in the API request models for the converse endpoint. Failure mode: the annotation is structurally different from what V1 reported (e.g. already partially collapsed).
CRV-2. classifier.IntentLabel location + current 15 values. Verify file path and enumerate values verbatim. Phase 55 adds three; the CR must list the additions in exact ordering relative to existing entries. Failure mode: label count differs from V2's 15.
CRV-3. Intent classifier registration site. Where new labels register. Per V2 the protocol matches Phase 54's. CR specifies the exact attachment points.
CRV-4. Per-intent handler attachment. How a new classification routes to a handler. Failure mode: pattern has changed since Phase 54.
CRV-5. Per-intent system prompt component attachment. Where the three new prompt components attach. Phase 54 added two prompt components; Phase 55 adds three.
CRV-6. Phase 42 relational conversation-turn table schema. Column names, indexes, the function-level write API, the function-level read API scoped to engagement. Phase 55 reads via the existing read API; does not modify schema.
CRV-7. Phase 53 /seed/extract function-level entry point. File:line for the function the HTTP handler delegates to. Signature verbatim. P55-D14's wrapper mirrors Phase 54's wrapper structure but wraps this entry point.
CRV-8. Phase 54's _call_seed_commit_from_brief wrapper. File:line. Used as the structural template for P55-D14's new wrapper. Verify the wrapper signature and side-effect surface.
CRV-9. draft_engagement + commit_engagement + draft_seed signatures. Function file:lines and signatures verbatim. Sub-arc 1d composes these three.
CRV-10. FORAY _ANCHOR_PRIORITY engagement-creation-arc group. Confirm the group exists per V5; insertion point for the new entry. Verify the FORAY hook attachment pattern for the new EngagementCreatedFromAssistance class.
CRV-11. Personal engagement identification at request time. The person.personal_engagement_id FK from Phase 41. CR references the exact lookup pattern.
CRV-12. Operator Layer Next.js route layout. Where /operator/create-engagement/ directory lives. Component layer naming pattern.
CRV-13. Operator Layer Companion conversation component. File path + component name. Mode-indicator-attachment surface. Suggested-reply rendering pattern (V10 evidence).
CRV-14. eslint / tsc / build configuration for the new Operator Layer route. Confirm baseline is clean and any route-specific config the CR needs to specify.
These map to what the drafter writes into CR §3 (pre-flight) — Step 0 covered V1–V10 at scoping time; CRV-1 through CRV-14 are the drafting-time verifications that produce CR-level specificity.
CR file path: engine repo docs/phase-crs/phase-55-cr-engagement-creation-assistance-v0_1.md. CR drafter writes this filename verbatim.
CR number: CR-2026-070.
Tag name: phase-55-engagement-creation-assistance. Lands on engine repo on successful Checkpoint B.
Operator Layer marker: Phase 55 touches the Operator Layer (sub-arc 2). Tag the Operator Layer repo at phase-55-engagement-creation-assistance as well (a real tag, not a marker — sub-arc 2 has substrate this time, unlike Phases 51/52/53/54 where the OL stayed unchanged).
Two options per Phase 53/54 precedent:
Option 1 — Fresh Claude.ai chat. Open a fresh chat in the Loomworks project. Confirm loomworks-phase-55-scoping-note-v0_2.md is in project knowledge. Paste the kickoff prompt from §12.
Option 2 — Compressed-analog continuation in this scoping chat. Same Claude.ai chat continues from this turn into CR drafting. Phase 53 and Phase 54 both used this approach successfully. Trade-off: less context separation between scoping and drafting; faster turnaround.
Option 3 — Hand to CC. Phase 54 had CC draft the CR (compressed-analog within the build chat). Works fine when the CR's specificity comes mostly from live codebase verification (CRV-1 through CRV-14 are CC-naturally-suited tasks).
Recommendation: Option 3 (hand to CC). Reasoning: CRV-1 through CRV-14 are all live-codebase verifications. CC sits on the codebase; runs them in seconds. Claude.ai would otherwise quote V1–V10 from Step 0 and ask CC to verify the deltas — which adds a round-trip without adding signal.
If CC drafts the CR (Option 3):
Draft CR-2026-070 for Phase 55 — engagement creation assistance.
Read in order:
1. loomworks-phase-55-scoping-note-v0_2.md (project knowledge —
authoritative source for the fourteen P55-D items)
2. phase-55-step-0-findings-v0_1.md (engine repo
docs/phase-impl-notes/ — V1 through V10 evidence)
3. loomworks-phase-55-cr-drafting-handoff-v0_1.md (this handoff)
4. phase-42-cr-intent-classification-and-reactive-companion-v0_1.md
5. phase-53-cr-discovery-to-seed-skill-v0_1.md
6. phase-54-cr-companion-routed-commit-v0_1.md
Before drafting, run CRV-1 through CRV-14 per handoff §9. These are
live-codebase verifications producing the file:line and signature
specificity the CR needs. Report verdicts inline in the draft (Phase
53/54 CR style — verifications named, evidence-cited).
The fourteen P55-D items are settled. Do not relitigate. Consume them
from scoping note v0.2.
CR file path: engine repo docs/phase-crs/
phase-55-cr-engagement-creation-assistance-v0_1.md
Structure mirrors phase-54-cr-companion-routed-commit-v0_1.md:
§1 Executive summary
§2 Grounding (methodology / discovery / prior phases)
§3 Pre-flight and baseline (CRV-1 through CRV-14 reported here)
§4 Settled decisions (the fourteen P55-D items)
§5 Engine substrate work (sub-arc 1, components 1a–1e)
§6 Memory event schema (P55-D8 detail)
§7 Operator Layer work (sub-arc 2, components 2a–2c)
§8 Test suite
§9 Order of operations (4 active + 3 reserved + checkpoints)
§10 Halt conditions
§11 Acceptance gate
§12 Post-CR state
§13 What this CR does not build
§14 Kickoff prompt for the build session
Tag name: phase-55-engagement-creation-assistance.
Reserved slots 5–7 unconsumed by default. 4 active + 3 reserved per
manifest v0.39 §2.
Halt-and-surface preferred to draft-and-hope per friction-discipline-
pattern-family. If a CRV reveals architectural divergence (not naming-
only), halt and surface; do not draft around it.
Auto-mode posture: Steps 0–2 auto; Checkpoint A halts; Steps 3–4 auto;
Checkpoint B (final) halts for tagging.
Commit the CR draft to the existing phase-55-step-0 branch. Do not
merge. Report branch + commit hash back.
If a fresh Claude.ai chat drafts (Option 1), the same prompt works with a minor adjustment: replace "Commit the CR draft to the existing phase-55-step-0 branch" with "Produce the CR as a downloadable file; the Operator places it on the M4 manually."
DUNIN7 — Done In Seven LLC — Miami, Florida Loomworks Phase 55 CR Drafting Handoff — v0.1 — 2026-05-11