docs(voyage): S30 — Voyage-vs-CC balance analysis (35-capability audit)

Executes the charter (1fc0650) top-down. Substrate: Dynamic Workflow
(wf_41bb3936-e6d, 96 agents) in the mandated scout-inline -> pipeline ->
synthesize-inline hybrid + an over-keeping meta-critic.

Result across 35 canonical capabilities (post-adversarial):
KEEP 25 / THIN_WRAP 6 / SIMPLIFY 4 / DROP->NATIVE 0.

Headline: Voyage's existence is justified by typed structured-artifact
handovers + multi-session discipline (CC 2.1.183 has no native analog);
NOT by swarm-context-relief (measured d~0) and NOT by re-hosting CC engines.
Where CC ships the engine (research/exploration/reviewer swarms, the Gemini
bridge, observability) the only defensible role is a thin policy layer.

Zero-DROP is over-keeping at the edges: a meta-critic flags 4 downgrade
candidates (V09 gemini-bridge opus-on-glue; V15 pr/issue/markdown export
variants; V32 observability vs native OTLP collector [contested]; V35 dormant
synthesis-agent). Acting on all 4 trims edges, does not move the headline.

Post-2.1.181 delta run: latest CC = 2.1.183 (2.1.182 never shipped); bugfixes +
auto-mode git guards only, nothing balance-relevant. Verification #1-6 logged
(#5 deviation documented: 0 DROP produced -> meta-critic covered the DROP half).

Analysis only -> recommendations operator-gated before any impl. No change to
Handover 1; operator-pinned decisions flagged, never overridden.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LqBYc8Ltrk7LipyJmGxXiB

docs/voyage-vs-cc-balance-analysis.md

@@ -0,0 +1,196 @@
+# Voyage-vs-CC Balance Analysis
+
+**Status:** Analysis — recommendations only, operator-gated before any implementation.
+**Date:** 2026-06-20. **Baseline:** Claude Code 2.1.183 (latest; 2.1.182 never shipped).
+**Charter:** `docs/voyage-vs-cc-balance-charter.md`. **Method substrate:** Dynamic Workflow (`wf_41bb3936-e6d`, 96 agents, ~2.97M subagent tokens, 4.6 min) + inline scout + an over-keeping meta-critic.
+
+---
+
+## TL;DR
+
+- **Voyage's existence is justified by ONE thing the audit confirms end-to-end:** typed, versioned, cross-stage/cross-session **structured-artifact handovers** (brief → research → plan → execute → review → continue) plus **multi-session discipline**. CC 2.1.183 has no native analog for a semver-stable public artifact contract or a typed work-state checkpoint. This matches the plugin's own CLAUDE.md self-admission and the operator's primary real use (large tasks across many sessions).
+- **It is NOT justified by the swarm-relieves-context claim** (measured Δ ≈ 0, unchanged here) and **not by re-implementing CC engines.** Wherever CC ships the engine, Voyage's only defensible role is a *thin policy layer that lowers the expertise bar* — never a re-implementation.
+- **Disposition tally (35 capabilities, post-adversarial):** KEEP 25 · THIN_WRAP 6 · SIMPLIFY 4 · DROP→NATIVE 0.
+- **The zero-DROP result is over-keeping at the edges.** A meta-critic flags **4 genuine downgrade candidates** (V09 Gemini-bridge, V15 text-export variants, V32 observability export, V35 dormant synthesis-agent). Acting on all of them trims the edges; it does **not** move the headline.
+- **Nothing recommended here breaks Handover 1** (the public brief contract). Every operator-pinned decision the analysis brushes is flagged, never silently overridden.
+
+---
+
+## 1. Method & evidence base (Phase 0–1)
+
+### 1.1 Post-2.1.181 CC delta (Verification #4)
+
+Latest CC = **2.1.183** (June 19 2026). **2.1.182 never existed** (skipped build). 2.1.183 = bugfixes + auto-mode git safety guards only. **No new features touch the Workflow tool, plan mode, Artifacts, subagent nesting, or session checkpointing.** Several 2.1.183 fixes actually *repair* Voyage swarm failure modes (subagent-spawn 400s, empty WebSearch-in-subagent, silent thinking-only completions, tmux teammate launch, background-task premature termination) — no Voyage code change needed. **Conclusion: the CC-native overlap baseline is unchanged from the 2.1.181 decision matrix.**
+
+### 1.2 Anchor verdicts carried in (not re-derived)
+
+| Prior finding | Verdict | Source |
+|---|---|---|
+| Sub-agents can nest ≤5 deep | true since CC 2.1.172 (old "harness hides Agent tool" premise is FALSE) | `cc-upgrade-2.1.181-decision-matrix.md` CC-01 |
+| Delegate the orchestration loop to a sub-agent (CC-26) | **lean NO** — only upside is main-context relief, measured Δ=0; new proliferation-classifier risk | `T1-cc26-delegated-orchestration.md` |
+| Workflow tool as substrate (CC-27) | **selective hybrid** — schema-contract win real; wholesale swap DECLINED | `T2-cc27-workflow-substrate.md` |
+| Synthesis delegated to a sub-agent (T1 PoC) | **Δ main-context = 0.0%** (exploration already runs foreground; digest returns on top) → dormant | `T1-synthesis-poc-results.md` |
+| Flagship "swarm relieves context" | **unproven**; structured-artifact handovers are the load-bearing benefit | root `CLAUDE.md` (verbatim self-admission) |
+
+### 1.3 The two decision axes
+
+- **Axis A — Duplication:** does CC 2.1.183 do this natively? does it do it *better*?
+- **Axis B — Expertise-bar:** does Voyage's wrapper let a non-CC-expert get the value *without* knowing CC internals?
+
+**Disposition vocabulary:** KEEP (Voyage-unique/clearly better) · THIN_WRAP (CC is the engine; keep a thin accessibility layer, delegate the engine) · DROP→NATIVE (CC better + no real expertise gap; remove + document native path) · SIMPLIFY (keep, shed complexity CC now handles).
+
+**The tension the analysis was forced to resolve per capability:** a feature CC does "better" raw can still deserve THIN_WRAP if raw CC requires expertise — *accessibility can justify a wrapper, never a re-implementation.*
+
+### 1.4 How the classification ran
+
+35 canonical capabilities (consolidated from 42 command-level + ~30 infra inventory rows). Each ran a 3-stage pipeline: **(A)** CC-overlap map (sonnet) → **(B)** A×B classification → disposition (opus) → **(C)** adversarial verify of every KEEP/DROP→NATIVE (opus, high effort). Stage-B/C agents read the actual Voyage code (validators, hooks, command prose) and cite `file:line`. A final **over-keeping meta-critic** then attacked the zero-DROP outcome holistically (§4).
+
+---
+
+## 2. The balance thesis
+
+Voyage sits on a host (CC) that has absorbed most of what a 2024-era "agent orchestration" plugin differentiated on: parallel sub-agent spawn, nesting, native `effort:`, plan mode, MCP, hooks, the Workflow tool. The audit's structural finding is that **CC absorbed the *primitives*, not the *contracts*.** Across all 35 capabilities, every CC overlap is `cc_partial` or `cc_absent` — CC ships the spawn/ask/hook/MCP engine, but never:
+
+- a **versioned, semver-stable, PUBLIC artifact schema** an unrelated upstream producer can target (Handover 1),
+- a **typed cross-session work-state checkpoint** with auto-discovery and zero-confirm resume (Handover 7),
+- a **standing per-handover validator library** that gates the pipeline on written-artifact frontmatter,
+- or the **opinionated domain policy** (research angles, review taxonomy, manifest predicates) a user would otherwise hand-author every run.
+
+**So the balance is:**
+
+- **Where CC has no engine (most KEEPs)** — brief contract, plan-schema enforcement, manifest audit, progress/resume, session-state, triangulation, the handover contract itself — Voyage is genuinely additive. KEEP.
+- **Where CC has the engine (the THIN_WRAPs)** — research/exploration/reviewer swarms, the research interview, the Gemini bridge, observability — Voyage's job is to **ride the native primitive and add only the thin policy**, never to re-host the engine. THIN_WRAP, with a standing obligation to delegate the engine to CC.
+- **Where the wrapper's own contract layer is thin or empty (the over-keeping edge)** — a "do-not-editorialize" pass-through agent, text reformatting, a re-hosted telemetry collector, a dormant measured-dead agent — the accessibility defense is rhetorical, and these are the DROP/downgrade candidates.
+
+---
+
+## 3. Phase 3 disposition matrix (Verification #1)
+
+Each capability appears exactly once. Inventory count (35) = matrix rows (35). Axis A: `nb`=cc_native_better, `eq`=cc_native_equal, `pt`=cc_partial, `ab`=cc_absent. Axis B gap: H/M/L/none. **Adv** = per-capability adversarial verdict (— = not in KEEP/DROP scope). **B** = acting on it would change a handover contract. **P** = touches an operator-pinned decision.
+
+| ID | Capability | A | B | Disposition | Adv | B | P | Why (one line) + evidence-ref |
+|----|-----------|---|---|-------------|-----|---|---|-------------------------------|
+| V01 | Interactive brief interview | pt | M | **KEEP** | upheld | · | P | Engine = AskUserQuestion; value = the completeness loop that emits Handover-1 `brief.md`. `brief-validator.mjs` |
+| V02 | Framing-intent gate | ab | H | **KEEP** | upheld | · | P | No native typed-enum non-skippable input gate; `BRIEF_*FRAMING` codes. `brief-validator.mjs:110-154` |
+| V03 | Per-phase effort signals | ab | H | **KEEP** | upheld | · | P | Native `effort:` is per-spawn reasoning, a *different* axis; no pipeline-wide phase signal. `HANDOVER-CONTRACTS.md §1` |
+| V04 | Brief quality review + revise loop | ab | H | **KEEP** | upheld | · | P | No native draft→review→revise rubric loop; spawn ≠ engine. `brief-reviewer.md` |
+| V05 | Memory-alignment defense | ab | H | **KEEP** | upheld | **B** | P | MEMORY.md is passive context; no native brief-vs-memory contradiction gate. `brief-reviewer.md:160-186` |
+| V06 | Brief→pipeline auto-orchestration | ab | M | **KEEP** | upheld | · | · | Skill tool is one-shot; Workflow can't span slash-command/handover boundaries. `T2` |
+| V07 | Research interview | pt | M | **THIN_WRAP** | — | · | · | AskUserQuestion is the engine; keep only the 4-dim/2-4-Q interview policy. `trekresearch.md §2` |
+| V08 | External research swarm | pt | H | **THIN_WRAP** | — | · | P | CC ships parallel-spawn+WebSearch+MCP; keep the 4-angle decomposition + schemas. `docs/community/security/contrarian` |
+| V09 | Gemini second opinion | eq | M | **THIN_WRAP** ⚠ | — | · | P | Engine = third-party `gemini-mcp`; agent is pure glue ("do not editorialize"). **DROP candidate (§4).** |
+| V10 | Triangulation + confidence | ab | H | **KEEP** | upheld | · | · | No native per-dimension confidence enum + weighted scalar. `trekresearch.md §6` |
+| V11 | Local exploration swarm | pt | H | **THIN_WRAP** | — | · | P | CC ships parallel Agent spawn; keep 7 typed roles + effort defaults + scaling. `agents/*` |
+| V12 | Plan synthesis + schema enforcement | ab | H | **KEEP** | upheld | · | · | No native plan schema/`--strict` validator; load-bearing handover. `plan-validator.mjs` |
+| V13 | Adversarial plan review | pt | H | **KEEP** | upheld | · | P | Spawn ≠ a 10-dim critic + scope-guardian + dedup workflow. `plan-critic.md` |
+| V14 | Architecture-note auto-discovery | ab | M | **KEEP** | upheld | · | · | No native canonical-path + fallback + drift-WARN discovery. `architecture-discovery.mjs` |
+| V15 | Plan export | pt | L | **SIMPLIFY** ⚠ | — | · | · | pr/issue/markdown = text reflow CC does ad-hoc; only `headless`(=decompose) has value. **DROP text variants (§4).** |
+| V16 | Session decomposition | ab | H | **KEEP** | upheld | · | P | `--resume`/TodoWrite carry no dependency parse/wave/spec/launch.sh. `session-decomposer.md` |
+| V17 | Disciplined step-execution loop | pt | H | **KEEP** | upheld | · | · | Manifest predicate (git-diff completion gate) has no CC-native analog. `trekexecute.md §6` |
+| V18 | Pre-exec + runtime safety guardrails | pt | H | **KEEP** | upheld | · | · | Native `permissions.deny` is a glob matcher; denylist is semantic regex. `pre-bash-executor.mjs` |
+| V19 | Multi-session parallel orchestration | ab | H | **KEEP** | upheld | · | · | `git worktree`+`claude -p` are leaves; wave/merge-gate/lock-race orchestration is Voyage. `trekexecute.md §2.6` |
+| V20 | Manifest audit + recovery dispatch | ab | H | **KEEP** | upheld | · | · | No native post-exec audit / self-report-distrust / depth-capped recovery. `trekexecute.md §7.5-7.6` |
+| V21 | Progress/resume contract | ab | H | **KEEP** | upheld | · | · | CC resume = conversation-level; no step status/attempts/SHA/drift. `progress` + `pre-compact-flush.mjs` |
+| V22 | Dry-run / validate modes | ab | M | **KEEP** | upheld | · | · | No native read-only preview of a multi-session execution strategy. `trekexecute.md §5/§2.3` |
+| V23 | Deterministic review triage gate | ab | M | **KEEP** | upheld | · | · | Native `/code-review` has no path classifier / refuse-gate / Coverage. `trekreview.md §4` |
+| V24 | Independent reviewer swarm | pt | H | **THIN_WRAP** | — | · | · | CC ships fan-out; keep rule-catalogue + schema + no-cross-feed + taxonomy. `lib/review/*` |
+| V25 | Review coordinator / Judge | ab | H | **KEEP** | upheld | · | · | No native multi-reviewer dedup + filter + verdict layer. `review-coordinator.md` |
+| V26 | Review→remediation handover | ab | H | **KEEP** | upheld | · | · | No native typed cross-stage handover (severity→goal, source_findings). `review-validator.mjs` |
+| V27 | Review Workflow substrate option | pt | H | **SIMPLIFY** | — | · | · | Opt-in port; +4.4% tokens/+54% wall-time, CC≥2.1.154 floor. Keep as opt-in, don't expand. `T2` |
+| V28 | Session-state + zero-friction resume | ab | H | **KEEP** | upheld | · | · | `--resume` replays a transcript, not a typed work-state. `session-state-validator.mjs` |
+| V29 | Structured-artifact handover contract | ab | H | **KEEP** | upheld | · | · | **The load-bearing value.** Workflow types I/O within one session, not a public cross-stage contract. `HANDOVER-CONTRACTS.md` |
+| V30 | Profile system + native effort axis | pt | M | **KEEP** | upheld | · | P | Native model key is single-spawn; profiles span the whole multi-session run. `resolver.mjs` |
+| V31 | Autonomy gates | ab | H | **KEEP** | upheld | · | P | Plan mode gates one boundary; no mid-exec per-phase/wave pause policy. `autonomy-gate.mjs` |
+| V32 | Observability export | pt | H | **THIN_WRAP** ⚠ | — | · | · | CC ships Stop-hook+OTEL passthrough; exporters/guards re-host collector logic. **DROP candidate (§4).** |
+| V33 | Operator annotation HTML | ab | M | **SIMPLIFY** | revised (KEEP→SIMPLIFY) | · | · | No native line-anchored note UI, but it's a generic md tool, not a pipeline capability. `scripts/annotate.mjs` |
+| V34 | Artifact schema validators | ab | M | **KEEP** | upheld | · | · | Workflow schemas type one tool boundary; these validate persistent artifacts. `lib/validators/*` |
+| V35 | Internal architecture artifacts | ab | none | **SIMPLIFY** ⚠ | — | · | P | Dormant synthesis-agent (Δ=0) + non-spawned orchestrator docs. **DROP dormant half (§4).** |
+
+⚠ = flagged by the over-keeping meta-critic as a downgrade candidate beyond its workflow disposition (§4).
+
+---
+
+## 4. The zero-DROP finding & over-keeping meta-review (Verification #5)
+
+**The honest gap:** the per-capability adversarial pass challenged all 26 KEEP classifications (25 upheld, 1 revised: V33 KEEP→SIMPLIFY) — but because the classification produced **zero DROP→NATIVE**, the charter's "challenge ≥1 DROP→NATIVE" criterion had nothing to operate on. A self-audit concluding "drop nothing" is the exact pattern a skeptic should distrust. So a dedicated **over-keeping meta-critic** attacked the outcome and the recurring "primitive vs typed-contract" defense.
+
+**Meta-critic verdict:** the zero-DROP outcome is **over-keeping at the edges**. The "primitive vs typed-contract" distinction is *load-bearing* for V08/V11/V24 (real policy a user must re-author every run) but *rhetorical* where the contract layer is itself thin or empty. Four downgrade candidates:
+
+| Cap | Workflow said | Meta-critic says | Native path / what's lost | Contested? |
+|-----|---------------|------------------|---------------------------|-----------|
+| **V09** Gemini bridge | THIN_WRAP | **DROP→NATIVE** | Call `gemini-mcp` tools inline; agent explicitly *doesn't* reason → opus-on-glue is pure waste. The classify pass *also* flagged opus wasted here. | Low — both passes agree |
+| **V15** plan export (pr/issue/markdown) | SIMPLIFY | **DROP the 3 text variants** | Ask auto-mode to reformat ad-hoc; only `--export headless` (=decomposition) survives, and that's V16 wearing a flag. | Low |
+| **V32** observability export | THIN_WRAP | **DROP→NATIVE candidate** | Point OTEL env vars at a standard OTLP collector (which owns allowlists/egress); exporters re-host the collector. | **High** — code-verified pass says SSRF/path/field guards are net-new; this is a genuine direct-export-vs-collector architecture choice. Operator decision. |
+| **V35** dormant synthesis-agent | SIMPLIFY | **DROP the dormant agent** | It's already dead (Δ=0, wired to nothing); orchestrator docs are docs, not capabilities. | Low |
+
+**Caveat for the operator:** the meta-critic reasoned from the disposition table, not from re-reading the code, whereas the per-capability passes cite `file:line`. Treat V32 as genuinely contested. V09/V15/V35 are low-contest because both layers of analysis converge.
+
+**Bottom line (meta-critic, verbatim sense):** dropping V09 + V15-text + (probably) V32 and demoting V35's dead agent *trims the edges decisively but does not move the headline* — the typed-handover + multi-session core is untouched and remains the only thing that justifies the plugin's existence.
+
+---
+
+## 5. Target-form for Voyage
+
+What Voyage should *be*, given modern CC:
+
+1. **A contract layer, not an orchestration engine.** Lead with the 7 typed handovers + multi-session discipline (V28/V29 + the validators V34). Stop marketing swarm-context-relief; it's measured Δ≈0.
+2. **A thin accessibility skin over native CC engines** for everything CC now does well: research/exploration/reviewer swarms should *visibly delegate* to native parallel Agent spawn + AskUserQuestion + Stop hooks, adding only the opinionated policy (angles, roles, taxonomy, schemas). Never re-host an engine.
+3. **Opinionated defaults that encode best practice** so a non-CC-expert gets disciplined planning/execution/review without knowing the harness — this is the durable Axis-B justification, confirmed `high_gap` on the execution and review cores.
+4. **Lean at the edges:** no pass-through agents paying opus to forward bytes (V09), no hand-written reformatters for what auto-mode does ad-hoc (V15-text), no re-hosted telemetry collector unless the direct-export design is a deliberate, defended choice (V32), no dormant agents padding the capability count (V35).
+
+---
+
+## 6. Prioritized change backlog (Verification #6)
+
+All items are **operator-gated** (scope-guard: analysis only). Tagged **[non-breaking]** / **[breaking]** and **[pinned]** where they touch an operator-pinned decision.
+
+### Tier 1 — over-keeping trims (highest value, mostly non-breaking)
+
+1. **[non-breaking][pinned]** **V09** — drop `gemini-bridge` as an opus agent; call `gemini-mcp` tools inline (or, if kept, downgrade opus→sonnet, since it explicitly does not reason). Touches the 24-opus pin → flag.
+2. **[non-breaking]** **V15** — drop the `pr`/`issue`/`markdown` export variants (auto-mode does the reflow ad-hoc); keep `--export headless` and relabel it as the decomposition entry it actually is.
+3. **[non-breaking, contested]** **V32** — decide direct-export-vs-collector explicitly. If a standard OTLP collector is acceptable, drop the custom exporters + reimplemented guards to native OTEL env-var passthrough; if direct export is a deliberate requirement, keep and document *why* (this is the one genuinely contested call).
+4. **[non-breaking][pinned]** **V35** — strip the dormant `synthesis-agent`'s `model:opus`/`effort:high` frontmatter (or collapse it to a docs note); reclassify the 3 orchestrator reference docs as docs, not capabilities. Touches the 24-opus pin → flag.
+
+### Tier 2 — THIN_WRAP hygiene (ensure delegate-the-engine, non-breaking)
+
+5. **[non-breaking]** Audit V07/V08/V11/V24 implementations to confirm they ride native parallel-spawn / AskUserQuestion rather than hand-rolling, keeping only the policy layer. (Mostly already true — this is a standing guard against engine re-implementation, not a known defect.)
+6. **[non-breaking][pinned]** Reconsider opus-for-all on mechanical/retrieval roles: V11 retrieval agents (already `effort:medium`), V16 `session-decomposer` (dependency parsing is mechanical), V08 researchers. Each touches the 24-opus pin → flag, don't override.
+
+### Tier 3 — surfaced risks (no action mandated)
+
+7. **[non-breaking][pinned]** **V30** — the `economy` profile's Jaccard floor (0.55) is grounded in parked synthetic fixtures (Step 17 calibration deferred). It is self-declared experimental; either calibrate or label clearly.
+8. **[non-breaking]** **V01** — minor: delegate the literal Q&A turn-taking to AskUserQuestion rather than a hand-rolled selection loop (internal hygiene; does not change the framing-gate or reviewer contract).
+
+### Explicitly NOT recommended
+
+- **No change to Handover 1** (brief schema) — the only public contract; any change is breaking. V02/V03/V05 stay.
+- **No wholesale Workflow substrate swap** (CC-27 DECLINED stands); keep V27 as opt-in only.
+- **No delegated-orchestration redesign** (CC-26 lean-NO stands; Δ=0).
+- **No reopening** of the premium-default-profile or framing-gate operator pins — flagged where touched, never overridden.
+
+---
+
+## 7. Verification checklist (charter §Verifisering)
+
+| # | Criterion | Status |
+|---|-----------|--------|
+| 1 | Each capability appears exactly once with disposition + rationale + evidence-ref; inventory count == matrix rows | ✅ 35 == 35 (§3) |
+| 2 | Each "CC duplicate / does better" cites a specific CC feature + version | ✅ `cc_citation` per row (e.g. AskUserQuestion 2.0+, parallel Agent 2.1.154+, nesting 2.1.172, Workflow 2.1.154+, `effort:` 2.1.154, PreToolUse ~2.1.97, PreCompact 2.1.105) |
+| 3 | Each "lowers expertise bar" names the concrete native steps a non-expert would otherwise do | ✅ captured in `expertise_steps_if_native` / `concrete_native_steps_saved` per capability |
+| 4 | Post-2.1.181 delta actually run; latest version stated + each new item triaged | ✅ §1.1 — CC 2.1.183, 17 items triaged, none balance-relevant |
+| 5 | Adversarial pass challenged ≥1 KEEP and ≥1 DROP→NATIVE, with verdict | ⚠️ 26 KEEPs challenged (1 revised); **zero DROP→NATIVE were produced**, so that half was addressed by the over-keeping meta-critic (§4) which named 4 DROP/downgrade candidates with verdicts. Honest deviation from the literal criterion, documented. |
+| 6 | Output ends with a prioritized backlog, each item tagged breaking/non-breaking + operator-gated | ✅ §6 |
+
+---
+
+## 8. Hard constraints honored
+
+- **Trinity asymmetry:** no recommendation changes the brief schema (Handover 1). Voyage stays unaware of Tier 2/3. The one capability marked `breaking` (V05, memory-alignment, bound to `brief_version 2.2`) is recommended **KEEP-as-is** — no breaking change proposed.
+- **Operator-pinned decisions:** premium default profile, 24-opus agents, framing-gate, plan-critic=10-dim, brief-reviewer=6-dim — all preserved. Where a backlog item brushes a pin (V09/V35 model frontmatter; opus-on-mechanical-roles; economy calibration), it is **flagged `[pinned]` and operator-gated**, never overridden.
+- **Analysis only:** every item in §6 requires an explicit operator gate before implementation.
+
+---
+
+## 9. Meta-note (dogfooding the Workflow tool)
+
+Running this analysis *on* the CC Workflow tool produced first-hand evidence for the audit's own V27/V29 rows: the `pipeline()` shape gave clean coverage (35/35, no row dropped), schema-forced output eliminated JSON-parse fragility (the CC-27 F2 win, reconfirmed), and the conditional adversarial stage worked. Costs also reconfirmed: ~2.97M subagent tokens / 96 agents / 4.6 min for a 35×3 fan-out — Workflow is a good substrate for *bounded, verifiable, parallel* fan-out, exactly the ~20% core CC-27 identified, and a poor fit for the ~80% judgment-heavy glue (scout + synthesis, which ran inline in main context here). This is dogfooding of the **Workflow tool**, not of Voyage's pipeline (the latter was declined by the operator).