feat(ce-review): add per-finding judgment loop to Interactive mode (#590)
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Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Trevin Chow
2026-04-18 13:09:03 -07:00
committed by GitHub
parent dfcaddf345
commit 27cbaf8161
11 changed files with 1741 additions and 25 deletions

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@@ -2,7 +2,7 @@
name: agent-native-reviewer
description: "Reviews code to ensure agent-native parity -- any action a user can take, an agent can also take. Use after adding UI features, agent tools, or system prompts."
model: inherit
color: cyan
color: blue
tools: Read, Grep, Glob, Bash
---

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@@ -70,6 +70,11 @@ All tokens are optional. Each one present means one less thing to infer. When ab
- **Never commit, push, or create a PR** from headless mode. The caller owns those decisions.
- **End with "Review complete" as the terminal signal** so callers can detect completion. If all reviewers fail or time out, emit `Code review degraded (headless mode). Reason: 0 of N reviewers returned results.` followed by "Review complete".
### Interactive mode rules
- **Pre-load the platform question tool before any question fires.** In Claude Code, `AskUserQuestion` is a deferred tool — its schema is not available at session start. At the start of Interactive-mode work (before Stage 2 intent-ambiguity questions, the After-Review routing question, walk-through per-finding questions, bulk-preview Proceed/Cancel, and tracker-defer failure sub-questions), call `ToolSearch` with query `select:AskUserQuestion` to load the schema. Load it **once, eagerly, at the top of the Interactive flow** — do not wait for the first question site and do not decide it on a per-site basis. On Codex (`request_user_input`) and Gemini (`ask_user`) this step is not required; the tools are loaded by default.
- **The numbered-list fallback only applies on confirmed load failure.** The skill's fallback pattern — "present the options as a numbered list and wait for the user's reply" — is valid **only** when `ToolSearch` returns no match or the tool call explicitly fails. Rendering a question as narrative text because the tool feels inconvenient, because the model is in report-formatting mode, or because the instruction was buried in a long skill is a bug. A question that calls for a user decision must either fire the tool or fail loudly.
## Severity Scale
All reviewers use P0-P3:
@@ -316,7 +321,7 @@ Pass this to every reviewer in their spawn prompt. Intent shapes *how hard each
**When intent is ambiguous:**
- **Interactive mode:** Ask one question using the platform's interactive question tool (AskUserQuestion in Claude Code, request_user_input in Codex): "What is the primary goal of these changes?" Do not spawn reviewers until intent is established.
- **Interactive mode:** Ask one question using the platform's interactive question tool (`AskUserQuestion` in Claude Code, `request_user_input` in Codex, `ask_user` in Gemini): "What is the primary goal of these changes?" Do not spawn reviewers until intent is established. **Claude Code only:** if `AskUserQuestion` has not yet been loaded this session (per the Interactive mode rules pre-load), call `ToolSearch` with query `select:AskUserQuestion` first before asking. On Codex (`request_user_input`) and Gemini (`ask_user`) this preload step does not apply — the platform-native question tool is loaded by default.
- **Autofix/report-only/headless modes:** Infer intent conservatively from the branch name, diff, PR metadata, and caller context. Note the uncertainty in Coverage or Verdict reasoning instead of blocking.
### Stage 2b: Plan discovery (requirements verification)
@@ -469,6 +474,7 @@ Convert multiple reviewer compact JSON returns into one deduplicated, confidence
5. **Separate pre-existing.** Pull out findings with `pre_existing: true` into a separate list.
6. **Resolve disagreements.** When reviewers flag the same code region but disagree on severity, autofix_class, or owner, annotate the Reviewer column with the disagreement (e.g., "security (P0), correctness (P1) -- kept P0"). This transparency helps the user understand why a finding was routed the way it was.
7. **Normalize routing.** For each merged finding, set the final `autofix_class`, `owner`, and `requires_verification`. If reviewers disagree, keep the most conservative route. Synthesis may narrow a finding from `safe_auto` to `gated_auto` or `manual`, but must not widen it without new evidence.
7b. **Tie-break the recommended action.** Interactive mode's walk-through and LFG paths present a per-finding recommended action (Apply / Defer / Skip / Acknowledge) derived from the normalized `autofix_class` and `suggested_fix`. When contributing reviewers implied different actions for the same merged finding, synthesis picks the most conservative using the order `Skip > Defer > Apply > Acknowledge`. This guarantees that identical review artifacts produce the same recommendation deterministically, so LFG results are auditable after the fact and the walk-through's recommendation is stable across re-runs. The user may still override per finding via the walk-through's options; this rule only determines what gets labeled "recommended."
8. **Partition the work.** Build three sets:
- in-skill fixer queue: only `safe_auto -> review-fixer`
- residual actionable queue: unresolved `gated_auto` or `manual` findings whose owner is `downstream-resolver`
@@ -617,26 +623,29 @@ After presenting findings and verdict (Stage 6), route the next steps by mode. R
**Interactive mode**
- Apply `safe_auto -> review-fixer` findings automatically without asking. These are safe by definition.
- Ask a policy question **using the platform's blocking question tool** (`AskUserQuestion` in Claude Code, `request_user_input` in Codex, `ask_user` in Gemini) only when `gated_auto` or `manual` findings remain after safe fixes. Do not replace with a conversational open-ended question. Adapt the options to match what actually remains:
- **Zero-remaining case:** if no `gated_auto` or `manual` findings remain after the `safe_auto` pass, skip the routing question entirely. Emit a one-line completion summary phrased so advisory and pre-existing findings (which are not handled by this flow) are not implied to be cleared. When no advisory or pre-existing findings remain in the report, `All findings resolved — N safe_auto fixes applied.` is accurate. When advisory and/or pre-existing findings do remain, use the qualified form `All actionable findings resolved — N safe_auto fixes applied. (K advisory, J pre-existing findings remain in the report.)`, omitting any zero-count clause. Follow the summary with the existing end-of-review verdict, then proceed to Step 5 per the gating rule there.
- **Tracker pre-detection:** before rendering the routing question, consult `references/tracker-defer.md` for the session's tracker tuple `{ tracker_name, confidence, named_sink_available, any_sink_available }`. The probe runs at most once per session and is cached for the rest of the run. `named_sink_available` drives the option C label (inline tracker name only when the named sink can actually be invoked). `any_sink_available` drives whether option C is offered at all (it can still be offered when the named tracker is unreachable but `gh` or the harness task primitive works).
- **Verify question-tool pre-load (checklist, Claude Code only).** Before firing the routing question in Claude Code, confirm `AskUserQuestion` is loaded (per Interactive mode rules at the top of this skill). If not yet loaded this session, call `ToolSearch` with query `select:AskUserQuestion` now. Do not proceed to the routing question without this verification. Rendering the question as narrative text is a bug, not a valid fallback. On Codex (`request_user_input`) and Gemini (`ask_user`) this checklist does not apply — the platform-native question tool is loaded by default and there is no `ToolSearch` preload step to perform.
- **Routing question.** Ask using the platform's blocking question tool (`AskUserQuestion` in Claude Code, `request_user_input` in Codex, `ask_user` in Gemini). Stem: `What should the agent do with the remaining N findings?` — use third-person voice referring to "the agent", not first-person "me" / "I". Options:
**When `gated_auto` findings are present** (with or without `manual`):
```
Safe fixes have been applied. What should I do with the remaining findings?
1. Review and approve specific gated fixes (Recommended)
2. Leave as residual work
3. Report only -- no further action
(A) Review each finding one by one — accept the recommendation or choose another action
(B) LFG. Apply the agent's best-judgment action per finding
(C) File a [TRACKER] ticket per finding without applying fixes
(D) Report only — take no further action
```
**When only `manual` findings remain** (no `gated_auto`):
```
Safe fixes have been applied. The remaining findings need manual resolution. What should I do?
1. Leave as residual work (Recommended)
2. Report only -- no further action
```
Render option C per `references/tracker-defer.md`: when `confidence = high` AND `named_sink_available = true`, replace `[TRACKER]` with the concrete name and keep the full label (e.g., `File a Linear ticket per finding without applying fixes`). When `any_sink_available = true` but either `confidence = low` or `named_sink_available = false` (a fallback tier like GitHub Issues or the harness task primitive is working instead), use the generic label `File an issue per finding without applying fixes` — this is a whole-label substitution, not a `[TRACKER]` token swap. When `any_sink_available = false`, **omit option C entirely** and add one line to the stem explaining why (e.g., `Defer unavailable — no tracker or task-tracking primitive detected on this platform.`). The three remaining options (A, B, D) survive.
If no blocking question tool is available, present the applicable numbered options as text and wait for the user's selection before proceeding.
- If no `gated_auto` or `manual` findings remain after safe fixes, skip the policy question entirely — report what was fixed and proceed to next steps.
- Only include `gated_auto` findings in the fixer queue after the user explicitly approves the specific items. Do not widen the queue based on severity alone.
The numbered-list text fallback applies only when `ToolSearch` explicitly returns no match for the platform's question tool or the tool call errors. It does not apply when the agent simply hasn't loaded the tool yet — in that case, load it now (see the verification checklist above). On platforms genuinely without a blocking question tool, present the applicable options as a numbered list and wait for the user's reply.
- **Dispatch on selection.** Route by the option letter (A / B / C / D), not by the rendered label string. The option-C label varies by tracker-detection confidence (`File a [TRACKER] ticket per finding without applying fixes` for a named tracker, `File an issue per finding without applying fixes` as the generic fallback, or omitted entirely when no sink is available — see `references/tracker-defer.md`), and options A / B / D have a single canonical label each. The letter is the stable dispatch signal; the canonical labels below are shown for documentation only. A low-confidence run that rendered option C as the generic label routes to the same branch as a high-confidence run that rendered it with the named tracker.
- (A) `Review each finding one by one` — load `references/walkthrough.md` and enter the per-finding walk-through loop. The walk-through accumulates Apply decisions in memory; Defer decisions execute inline via `references/tracker-defer.md`; Skip / Acknowledge decisions are recorded as no-action; `LFG the rest` routes through `references/bulk-preview.md`. At end of the loop, dispatch one fixer subagent for the accumulated Apply set (Step 3). Emit the unified completion report.
- (B) `LFG. Apply the agent's best-judgment action per finding` — load `references/bulk-preview.md` scoped to every pending `gated_auto` / `manual` finding. On `Proceed`, execute the plan: Apply set → Step 3 fixer dispatch; Defer set → `references/tracker-defer.md`; Skip / Acknowledge → no-op. On `Cancel`, return to this routing question. Emit the unified completion report after execution.
- (C) `File a [TRACKER] ticket per finding without applying fixes` (or the generic `File an issue per finding without applying fixes` when the named-tracker label is not used) — load `references/bulk-preview.md` with every pending finding in the file-tickets bucket (regardless of the agent's natural recommendation). On `Proceed`, route every finding through `references/tracker-defer.md`; no fixes are applied. On `Cancel`, return to this routing question. Emit the unified completion report.
- (D) `Report only — take no further action` — do not enter any dispatch phase. Emit the completion report, then proceed to Step 5 per its gating rule (`fixes_applied_count > 0` from earlier `safe_auto` passes). If no fixes were applied this run, stop after the report.
- The walk-through's completion report, the LFG / File-tickets completion report, and the zero-remaining completion summary all follow the unified completion-report structure documented in `references/walkthrough.md`. Use the same structure across every terminal path.
**Autofix mode**
@@ -696,7 +705,18 @@ After presenting findings and verdict (Stage 6), route the next steps by mode. R
#### Step 5: Final next steps
**Interactive mode only:** after the fix-review cycle completes (clean verdict or the user chose to stop), offer next steps based on the entry mode. Reuse the resolved review base/default branch from Stage 1 when known; do not hard-code only `main`/`master`.
**Interactive mode only.** After the fix-review cycle completes (clean verdict or the user chose to stop), offer next steps based on the entry mode. Reuse the resolved review base/default branch from Stage 1 when known; do not hard-code only `main`/`master`.
**The gate is total fixes applied this run, not routing option.** Track `fixes_applied_count` across the whole Interactive invocation. This counter includes both the `safe_auto` fixes applied automatically before the routing question (see Step 2 Interactive mode) AND any Apply decisions executed by routing option A (walk-through) or option B (LFG). Routing options C (File tickets) and D (Report only) add zero to this counter; neither does a walk-through that ends with only Skip / Defer / Acknowledge, and neither does an LFG whose recommendations were all Defer / Skip / Acknowledge.
Step 5 runs only when `fixes_applied_count > 0`. If the counter is zero — no `safe_auto` fixes were applied AND the routing path produced no additional Apply — skip Step 5 entirely and exit after the completion report. Asking "push fixes?" when nothing changed in the working tree is incoherent.
Common outcomes:
- `safe_auto` produced fixes AND the user picked any routing option → Step 5 runs (counter > 0 from the safe_auto pass alone).
- No `safe_auto` fixes AND the user picked option C or D → Step 5 skipped.
- No `safe_auto` fixes AND walk-through / LFG finished with zero Applies → Step 5 skipped.
- Zero-remaining case (no `gated_auto` / `manual` after `safe_auto`) with at least one `safe_auto` fix → Step 5 runs; the routing question was never asked but the counter is > 0.
- **PR mode (entered via PR number/URL):**
- **Push fixes** -- push commits to the existing PR branch

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# Bulk Action Preview
This reference defines the compact plan preview that Interactive mode shows before every bulk action — LFG (routing option B), File tickets per finding (routing option C), and the walk-through's `LFG the rest` (option D of the per-finding question). The preview gives the user a single-screen view of what the agent is about to do, with exactly two options to Proceed or Cancel.
Interactive mode only.
---
## When the preview fires
Three call sites:
1. **Routing option B (top-level LFG)** — after the user picks `LFG. Apply the agent's best-judgment action per finding` from the routing question, but before any action executes. Scope: every pending `gated_auto` / `manual` finding.
2. **Routing option C (top-level File tickets)** — after the user picks `File a [TRACKER] ticket per finding without applying fixes` but before any ticket is filed. Scope: every pending `gated_auto` / `manual` finding. Every finding appears under `Filing [TRACKER] tickets (N):` regardless of the agent's natural recommendation, because option C is batch-defer.
3. **Walk-through `LFG the rest`** — after the user picks `LFG the rest — apply the agent's best judgment to this and remaining findings` from a per-finding question, but before the remaining findings are resolved. Scope: the current finding and everything not yet decided. Already-decided findings from the walk-through are not included in the preview.
In all three cases the user confirms with `Proceed` or backs out with `Cancel`. No per-item decisions inside the preview — per-item decisioning is the walk-through's role.
---
## Preview structure
The preview is grouped by the action the agent intends to take. Bucket headers appear only when their bucket is non-empty.
```
<Path label> — <scope summary>[ (tracker: <name>)]:
Applying (N):
[P0] <file>:<line> — <one-line plain-English summary>
[P1] <file>:<line> — <one-line plain-English summary>
Filing [TRACKER] tickets (N):
[P2] <file>:<line> — <one-line plain-English summary>
Skipping (N):
[P2] <file>:<line> — <one-line plain-English summary>
Acknowledging (N):
[P3] <file>:<line> — <one-line plain-English summary>
```
Worked example, for routing option B (top-level LFG):
```
LFG plan — 8 findings (tracker: Linear):
Applying (4):
[P0] orders_controller.rb:42 — Add ownership guard before order lookup
[P1] webhook_handler.rb:120 — Raise on unhandled error instead of swallowing
[P2] user_serializer.rb:14 — Drop internal_id from serialized response
[P3] string_utils.rb:8 — Rename ambiguous helper for clarity
Filing Linear tickets (2):
[P2] billing_service.rb:230 — N+1 on refund batch (no concrete fix)
[P2] session_helper.rb:12 — Session reset behavior needs discussion
Skipping (2):
[P2] report_worker.rb:55 — Recommendation is speculative; low confidence
[P3] readme.md:14 — Style preference, subjective
```
---
## Scope summary wording by path
- **Routing option B (top-level LFG):** header reads `LFG plan — N findings[ (tracker: <name>)]:`.
- **Routing option C (top-level File tickets):** header reads `File plan — N findings as [TRACKER] tickets:`. Every finding lands in the `Filing [TRACKER] tickets (N):` bucket.
- **Walk-through LFG the rest:** header reads `LFG plan — N remaining findings (K already decided)[ (tracker: <name>)]:`. Already-decided findings from the walk-through are **not** included in the preview or in the bucket counts. The `K already decided` counter communicates that the walk-through was partially completed.
When the detected tracker is low-confidence or generic (see `tracker-defer.md`), the `(tracker: <name>)` annotation is omitted from the header and the `Filing [TRACKER] tickets` bucket header uses the generic form (`Filing tickets (N):`).
---
## Per-finding line format
Each line uses the compressed form of the framing-quality bar from the plan (R22-R25 — observable-behavior-first, no function / variable names unless needed to locate). The one-line summary is drawn from the persona-produced `why_it_matters` by taking the first sentence (and, when the first sentence is too long for the preview width, paraphrasing it tightly to fit).
- **Shape:** `[<severity>] <file>:<line> — <one-line summary>`
- **Width target:** keep lines near 80 columns so the preview renders cleanly in narrow terminals. Truncate with ellipsis when necessary.
- **No function / variable names inline** unless the reader needs them to locate the issue.
- **Advisory bucket phrasing:** the `Acknowledging (N):` bucket describes the advisory content in one line. No "fix" phrase — advisory findings have no concrete fix.
When no `why_it_matters` is available for a finding (e.g., Unit 2's template upgrade hasn't fully propagated through the persona run, or the artifact file was unreadable), fall back to the finding's title directly. Note the gap in the completion report's Coverage section if it affects more than a few findings in the same run.
---
## Question and options
After the preview body is rendered, ask the user using the platform's blocking question tool (`AskUserQuestion` in Claude Code, `request_user_input` in Codex, `ask_user` in Gemini). In Claude Code, the tool should already be loaded from the Interactive-mode pre-load step — if it isn't, call `ToolSearch` with query `select:AskUserQuestion` now. The text fallback below applies only when that load explicitly fails.
Stem (adapted to the path):
- For routing B: `The agent is about to apply the plan above. Proceed?`
- For routing C: `The agent is about to file the tickets above. Proceed?`
- For walk-through `LFG the rest`: `The agent is about to resolve the remaining findings above. Proceed?`
Options (exactly two, in all three cases):
- `Proceed` — execute the plan as shown
- `Cancel` — do nothing, return to the originating question
Only when `ToolSearch` explicitly returns no match or the tool call errors — or on a platform with no blocking question tool — fall back to presenting numbered options and waiting for the user's next reply.
---
## Cancel semantics
- **From routing option B Cancel:** return the user to the routing question (the four-option menu). Do not apply any fixes, file any tickets, or record any state. The session's cached tracker-detection tuple is preserved.
- **From routing option C Cancel:** same — return to the routing question, no side effects.
- **From walk-through `LFG the rest` Cancel:** return the user to the current finding's per-finding question (not to the routing question). The walk-through continues from where it was, with prior decisions intact.
In every case, `Cancel` changes no on-disk or external state.
---
## Proceed semantics
When the user picks `Proceed`:
- **Routing option B (top-level LFG):** for each finding in the plan, execute the recommended action. Apply findings go into the Apply set for a single end-of-batch fixer dispatch (see `walkthrough.md` for the Apply batching rules). Defer findings route through `tracker-defer.md`. Skip / Acknowledge findings are recorded as no-action. After all actions complete, emit the unified completion report (see `walkthrough.md`).
- **Routing option C (top-level File tickets):** every finding routes through `tracker-defer.md` for ticket creation. No fixes are applied. After all tickets have been filed (or failed), emit the unified completion report.
- **Walk-through `LFG the rest`:** same as routing option B, but scoped to the findings the user hadn't decided on. Apply findings join the in-memory Apply set with the ones the user already picked during the walk-through; all dispatch together in the single end-of-walk-through fixer call.
Failure during `Proceed` (e.g., ticket creation fails for one finding during a batch Defer) follows the failure path defined in `tracker-defer.md` — surface the failure inline with Retry / Fallback / Skip, continue with the rest of the plan, and capture the failure in the completion report's failure section.
---
## Edge cases
- **Zero findings in a bucket:** omit the bucket header. A preview with only Apply and Skip does not show an empty `Filing tickets (0):` or `Acknowledging (0):` line.
- **All findings in one bucket:** preview still shows the bucket header; Proceed / Cancel still offered. This is the common case for routing option C (every finding under `Filing tickets`).
- **N=1 preview (only one finding in scope):** the preview still uses the grouped format, just with a single-line bucket. `Proceed` / `Cancel` still apply.
- **No tracker available:** option C is not offered upstream (see `tracker-defer.md` no-sink handling). LFG (option B) and walk-through `LFG the rest` can still run — they may contain per-finding Defer recommendations from Stage 5. Before rendering any LFG-shaped preview, downgrade every Defer recommendation to Skip when the session's cached `any_sink_available` is false, and surface the downgrade on the preview itself (e.g., a `Skipping — defer sink unavailable (N):` bucket, or a note in the header: `N Defer recommendations downgraded to Skip — no tracker sink`). This is a preview-time runtime step, not Stage 5 tie-breaking — step 7b only orders conflicting reviewer recommendations (`Skip > Defer > Apply > Acknowledge`, as defined in `SKILL.md` Stage 5 step 7b) and has no knowledge of sink availability.
- **Walk-through `LFG the rest` with zero remaining findings:** the walk-through's own logic suppresses `LFG the rest` as an option when N=1 and otherwise, so the preview should never be invoked with zero remaining findings. If it is, render `LFG plan — 0 remaining findings` and fall through to Proceed with no-op.

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@@ -48,6 +48,30 @@ Confidence rubric (0.0-1.0 scale):
Suppress threshold: 0.60. Do not emit findings below 0.60 confidence (except P0 at 0.50+).
Writing `why_it_matters` (required field, every finding):
The `why_it_matters` field is how the reader — a developer triaging findings, a ticket-body reader months later, or a downstream automated surface — understands the problem without re-reading the file. Treat it as the most important prose field in your output; every downstream surface (walk-through questions, bulk-action previews, ticket bodies, headless output) depends on it being good.
- **Lead with observable behavior.** Describe what the bug does from the outside — what a user, attacker, operator, or downstream caller experiences. Do not lead with code structure ("The function X does Y..."). Start with the effect ("Any signed-in user can read another user's orders..."). Function and variable names appear later, only when the reader needs them to locate the issue.
- **Explain why the fix resolves the problem.** If you include a `suggested_fix`, the `why_it_matters` should make clear why that specific fix addresses the root cause. When a similar pattern exists elsewhere in the codebase (an existing guard, an established convention, a parallel handler), reference it so the recommendation is grounded in the project's own conventions rather than theoretical best practice.
- **Keep it tight.** Approximately 2-4 sentences plus the minimum code quoted inline to ground the point. Longer framings are a regression — downstream surfaces have narrow display budgets, and verbose `why_it_matters` content gets truncated or skimmed.
- **Always produce substantive content.** `why_it_matters` is required by the schema. Empty strings, nulls, and single-phrase entries are validation failures. If you found something worth flagging (confidence >= 0.60), you can explain it — the field exists because every finding needs a reason.
Illustrative pair — same finding, weak vs. strong framing:
```
WEAK (code-citation first; fails the observable-behavior rule):
orders_controller.rb:42 has a missing authorization check.
Add current_user.owns?(account) guard before the query.
STRONG (observable behavior first, grounded fix reasoning):
Any signed-in user can read another user's orders by pasting the
target account ID into the URL. The controller looks up the account
and returns its orders without verifying the current user owns it.
Adding a one-line ownership guard before the lookup matches the
pattern already used in the shipments controller for the same attack.
```
False-positive categories to actively suppress:
- Pre-existing issues unrelated to this diff (mark pre_existing: true for unchanged code the diff does not interact with; if the diff makes it newly relevant, it is secondary, not pre-existing)
- Pedantic style nitpicks that a linter/formatter would catch

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@@ -0,0 +1,138 @@
# Tracker Detection and Defer Execution
This reference covers how Interactive mode's Defer actions file tickets in the project's tracker. It is loaded by `SKILL.md` when the routing question needs to decide whether to offer option C (File tickets), when the walk-through's Defer option executes, and when the bulk-preview of option C (File tickets per finding) is shown.
Interactive mode only. Autofix, Report-only, and Headless modes do not use this reference.
---
## Detection
The agent determines the project's tracker from whatever documentation is obvious. Primary sources: `CLAUDE.md` and `AGENTS.md` at the repo root and in relevant subdirectories. Supplementary signals (when primary documentation is ambiguous): `CONTRIBUTING.md`, `README.md`, PR templates under `.github/`, visible tracker URLs in the repo.
A tracker can be surfaced via MCP tool (e.g., a Linear MCP server), CLI (e.g., `gh`), or direct API. All are acceptable. The detection output is a tuple with two availability flags — one for the named tracker specifically (drives label confidence) and one for the full fallback chain (drives whether Defer is offered at all):
```
{ tracker_name, confidence, named_sink_available, any_sink_available }
```
Where:
- `tracker_name` — human-readable name ("Linear", "GitHub Issues", "Jira"), or `null` when detection cannot identify a specific tracker
- `confidence``high` when the tracker is named explicitly in documentation (or via a linked URL to a specific project/workspace) and is unambiguously the project's canonical tracker; `low` when the signal is thin, conflicting, or implied only
- `named_sink_available``true` only when the agent can actually invoke the detected tracker (MCP tool is loaded, CLI is authenticated, or API credentials are in environment); `false` when the tracker is documented but no tool reaches it, or when no tracker is found at all. Drives label confidence: inline tracker naming requires this to be `true`.
- `any_sink_available``true` when any tier in the fallback chain (named tracker, GitHub Issues via `gh`, or harness task-tracking primitive) can be invoked this session. Drives whether Defer is offered: no-sink behavior fires only when this is `false`.
Detection is reasoning-based. Do not maintain an enumerated checklist of files to read. Read the obvious sources and form a confident conclusion; when the obvious sources don't resolve, the label falls back to generic wording and the agent confirms with the user before executing.
---
## Probe timing and caching
Availability probes run **at most once per session** and **only when the routing question is about to be asked**. Never speculatively at review start, never per-Defer, never per-walk-through-finding. The cached tuple is reused for every Defer action in the same run.
Typical probe sequence:
1. Read `CLAUDE.md` / `AGENTS.md` for tracker references. If nothing found, set `tracker_name = null`, `confidence = low`.
2. **Probe the named tracker when one was found.** For GitHub Issues, run `gh auth status` and `gh repo view --json hasIssuesEnabled`. For Linear or other MCP-backed trackers, verify the relevant MCP tool is loaded and responsive. For API-backed trackers, verify credentials in environment. Set `named_sink_available` from the probe result.
3. **Probe the fallback tiers to compute `any_sink_available`.** Even when the named tracker was found and probed, the fallback tiers matter for the "no-sink" decision so that a run with no documented tracker but working `gh` still offers Defer. Stop at the first working tier:
- If `named_sink_available = true`: `any_sink_available = true` (no further probes needed).
- Otherwise, probe GitHub Issues via `gh auth status` + `gh repo view --json hasIssuesEnabled` (skip if already probed in step 2). If it works, `any_sink_available = true`.
- Otherwise, check the harness task-tracking primitive. `TaskCreate` / `update_plan` are typically always present when the skill runs inside their harness — treat as available unless the session is in a context that explicitly forbids it (e.g., converted targets without task binding).
- If every tier fails, `any_sink_available = false`.
When the routing question is skipped entirely (R2 zero-findings case), no probes run. When the cached tuple is reused across a session, any `named_sink_available = true` from the session's first probe stays cached — do not re-probe per Defer.
---
## Label logic
- When `confidence = high` AND `named_sink_available = true`: the routing question's option C and the walk-through's per-finding Defer option both include the tracker name verbatim. Example: `File a Linear ticket per finding`, `Defer — file a Linear ticket`.
- When `any_sink_available = true` but either `confidence = low` or `named_sink_available = false` (a fallback tier is working instead): the labels read generically — `File an issue per finding`, `Defer — file a ticket`. Before executing the first Defer of the session, the agent confirms the effective tracker choice with the user using the platform's blocking question tool.
- When `any_sink_available = false`: option C is omitted from the routing question, option B (Defer) is omitted from the walk-through per-finding options, and the agent tells the user why in the routing question's stem.
---
## Fallback chain
When the named tracker is unavailable or no tracker is named, fall back in this order. Prefer durable external trackers over in-session-only primitives.
1. **Named tracker** (MCP tool, CLI, or API the agent can invoke directly)
2. **GitHub Issues via `gh`** — when `gh auth status` succeeds and the current repo has issues enabled (`gh repo view --json hasIssuesEnabled` returns `true`)
3. **Harness task-tracking primitive**`TaskCreate` in Claude Code, `update_plan` in Codex, or the equivalent on other target platforms — used as a last resort and only after a once-per-session durability confirmation (below)
Never fall back to `.context/compound-engineering/todos/`. The internal-todos system is on a deprecation path (see plan scope boundaries) and must not be extended by this Defer path.
---
## Once-per-session harness-fallback confirmation
When the fallback to harness task-tracking primitive is in effect, and before the first Defer action of the session executes, the agent asks the user once using the platform's blocking question tool (`AskUserQuestion` in Claude Code, `request_user_input` in Codex, `ask_user` in Gemini). In Claude Code, `AskUserQuestion` is a deferred tool — before the first call this session, load its schema via `ToolSearch` with query `select:AskUserQuestion`.
> No documented tracker was found and `gh` is not available. Defer actions will create in-session tasks that do not survive past this session. Proceed for this and subsequent Defer actions?
Options:
- `Proceed with in-session tasks` — the agent continues with harness task creation for every Defer in this run
- `Cancel — leave findings as residual in the report` — the agent converts all pending Defers to Skip with a note, and surfaces the findings in the completion report's residual-work section
The confirmation is cached for the session. Subsequent Defer actions do not re-prompt.
Only when `ToolSearch` explicitly returns no match or the tool call errors — or on a platform with no blocking question tool — fall back to numbered options and waiting for the user's reply.
---
## Ticket composition
Every Defer action creates a ticket with the following content, adapted to the tracker's capabilities:
- **Title:** the merged finding's `title` (schema-capped at 10 words).
- **Body:**
- Plain-English problem statement — reads the persona-produced `why_it_matters` from the contributing reviewer's artifact file at `.context/compound-engineering/ce-review/<run-id>/{reviewer}.json`, using the same `file + line_bucket(line, +/-3) + normalize(title)` matching headless mode uses (see SKILL.md Stage 6 detail enrichment). Falls back to the merged finding's `title`, `severity`, `file`, and `suggested_fix` (when present) when no artifact match is available — these fields are guaranteed in the merge-tier compact return.
- Suggested fix (when present in the finding's `suggested_fix`).
- Evidence (direct quotes from the reviewer's artifact).
- Metadata block: `Severity: <level>`, `Confidence: <score>`, `Reviewer(s): <list>`, `Finding ID: <fingerprint>`.
- **Labels** (when the tracker supports labels): severity tag (`P0`, `P1`, `P2`, `P3`) and, when the tracker convention supports it, a category label sourced from the reviewer name.
- **Length cap:** when the composed body would exceed a tracker's body length limit, truncate with `... (continued in ce-review run artifact: .context/compound-engineering/ce-review/<run-id>/)` and include the finding_id in both the truncated body and the metadata block so the artifact is discoverable.
The finding_id is a stable fingerprint composed as `normalize(file) + line_bucket(line, +/-3) + normalize(title)` — the same fingerprint used by the merge pipeline.
---
## Failure path
When ticket creation fails at execution (API error, auth expiry mid-session, rate limit, malformed body rejected, 4xx/5xx response), the agent surfaces the failure inline and asks the user using the platform's blocking question tool:
Stem:
> Defer failed: <tracker name> returned <error summary>. How should the agent handle this finding?
Options:
- `Retry on <tracker>` — re-attempt the same tracker once more (useful for transient errors)
- `Fall back to next sink` — move this finding's Defer to the next tier in the fallback chain (e.g., from Linear to GitHub Issues, or from GitHub Issues to harness task primitive)
- `Convert to Skip — record the failure` — abandon this Defer, note the failure in the completion report's failure section, and continue the walk-through or bulk flow
When a high-confidence named tracker fails at execution, the cached `named_sink_available` is set to `false` for the rest of the session. Subsequent Defer actions fall straight through to the next tier without retrying a confirmed-broken sink. `any_sink_available` is only downgraded to `false` when every tier has been confirmed broken — a failed Linear call that succeeds via `gh` keeps `any_sink_available = true`.
Only when `ToolSearch` explicitly returns no match or the tool call errors — or on a platform with no blocking question tool — fall back to numbered options and waiting for the user's reply.
---
## Per-tracker behavior
Concrete behavior per tracker at execution time. The agent may invoke any of these through the appropriate interface (MCP, CLI, or API) — the choice depends on what is available in the current environment.
| Tracker | Interface | Invocation sketch | Body format | Labels |
|---------|-----------|-------------------|-------------|--------|
| Linear | MCP (preferred) or API | Create issue in the project/workspace identified by documentation; assign to the reporter if the MCP tool exposes user context | Markdown | Severity priority field if the MCP exposes it; otherwise include severity in body |
| GitHub Issues | `gh issue create` | Repo defaults to the current repo. Use `--label` for severity tag when labels exist; omit `--label` if the repo has no label fixture. Fall back to a label-less issue on first failure. | Markdown | `--label P0` / `--label P1` / etc. when labels exist |
| Jira | MCP or API | Create issue in the project identified by documentation; Jira's markdown dialect differs from GitHub's — use plain text in the body when MCP does not handle conversion | Plain text when MCP does not handle markdown | Severity priority field |
| Harness task primitive (last resort) | `TaskCreate` / `update_plan` / platform equivalent | Create one task per finding with subject = title and description = compact version of the body. No labels. Warn the user that tasks will not survive past the session (see once-per-session confirmation above). | Plain text, compact | None |
| No sink available | — | Defer option is omitted; findings remain in the report's residual-work section | — | — |
When uncertain, prefer "drop with explicit user-facing notice" over "pass through silently and hope." A Defer that produces no durable artifact and no user message is data loss.
---
## Cross-platform notes
The question-tool name varies by platform. Use the platform's blocking question tool (`AskUserQuestion` in Claude Code, `request_user_input` in Codex, `ask_user` in Gemini). In Claude Code the tool should already be loaded from the Interactive-mode pre-load step — if it isn't, call `ToolSearch` with query `select:AskUserQuestion` now. Only when that load explicitly fails, or on a platform with no blocking tool, fall back to numbered options and waiting for the user's next reply before proceeding.
The fallback chain's final tier (harness task-tracking primitive) does not exist on every target platform. When converted for a platform that has no equivalent of `TaskCreate` / `update_plan`, the agent should treat that platform as "no harness sink" and move directly to the no-sink behavior (omit Defer from menus and tell the user why).

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# Per-finding Walk-through
This reference defines Interactive mode's per-finding walk-through — the path the user enters by picking option A (`Review each finding one by one — accept the recommendation or choose another action`) from the routing question. It also covers the unified completion report that every terminal path (walk-through, LFG, File tickets, zero findings) emits.
Interactive mode only.
---
## Entry
The walk-through receives, from the orchestrator:
- The merged findings list in severity order (P0 → P1 → P2 → P3), filtered to `gated_auto` and `manual` findings that survived the Stage 5 confidence gate. Advisory findings are included when they were surfaced to this phase (advisory findings normally live in the report-only queue, but when the review flow routes them here for acknowledgment they take the advisory variant below).
- The cached tracker-detection tuple from `tracker-defer.md` (`{ tracker_name, confidence, named_sink_available, any_sink_available }`). `any_sink_available` determines whether the Defer option is offered; `named_sink_available` + `confidence` determine whether the label names the tracker inline.
- The run id for artifact lookups.
Each finding's recommended action has already been normalized by Stage 5 (step 7b — tie-break on action). The walk-through surfaces that recommendation to the user but does not recompute it.
---
## Per-finding presentation
Each finding is presented in two parts: a **terminal output block** carrying the explanation, and a **question** via the platform's blocking question tool (`AskUserQuestion` in Claude Code, `request_user_input` in Codex, `ask_user` in Gemini) carrying the decision. Never merge the two — the terminal block uses markdown; the question uses plain text.
In Claude Code the tool should already be loaded from the Interactive-mode pre-load step in `SKILL.md` — if it isn't, call `ToolSearch` with query `select:AskUserQuestion` now. Rendering the per-finding question as narrative text is a bug, not a valid fallback.
### Terminal output block (print before firing the question)
Render as markdown. Labels on their own line, blank lines between sections:
```
## Finding {N} of {M} — {severity} {plain-English title}
{file}:{line}
**What's wrong**
{plain-English problem statement from why_it_matters}
**Proposed fix**
{suggested_fix — rendered per the substitution rules below: prose-first, intent-language}
**Why it works**
{short reasoning, grounded in a codebase pattern when available}
{R15 conflict context line, when applicable}
```
Substitutions:
- **`{plain-English title}`:** a 3-8 word summary suitable as a heading. Derived from the merged finding's `title` field but rephrased so it reads as observable behavior (e.g., "Path traversal in loadUserFromCache" rather than "Missing userId validation on line 36").
- **`why_it_matters`:** read the contributing reviewer's artifact file at `.context/compound-engineering/ce-review/{run_id}/{reviewer_name}.json` using the same `file + line_bucket(line, +/-3) + normalize(title)` matching that headless mode uses (see `SKILL.md` Stage 6 detail enrichment). When multiple reviewers flagged the merged finding, try them in the order they appear in the merged finding's reviewer list. Use the first match.
- **`suggested_fix`:** from the merged finding's `suggested_fix` field. Render as prose describing **intent**, not as syntax. The fixer subagent owns the exact code — the walk-through just needs enough for the user to trust or reject the action. Rules:
- **Default — one sentence describing the effect.** What does the fix achieve, and where does it live? Prefer intent language over quoted code.
-`Throw on non-2xx response before parsing JSON.`
- ✅ `` Replace `==` with `===` on line 42. ``
- ✅ `` Add a `response.ok` check after the fetch and throw on non-2xx. ``
-`Extract the request-building logic into a helper and call it from both sites.`
- ❌ `` Add `if (!response.ok) throw new Error(`HTTP ${response.status}`);` after the `await fetch(...)` call, before `response.json()`. `` — nested backticks, multiple code spans, full statement quoted; renders broken in terminal.
- **Code-span budget: at most 2 inline backtick spans per sentence, each a single identifier, operator, or short phrase** (e.g., `` `response.ok` ``, `` `===` ``, `` `fetchUserById` ``). Never embed full statements, template literals, or code requiring nested backticks. If the intent can't be stated within that budget, the prose is too close to syntax — restate at a higher level, or switch to summary + artifact pointer.
- **Always leave a space before and after every backtick span.** Without it, the terminal's markdown renderer eats the delimiters and runs the words together.
- **Raw code block — only for short (≤5 line) genuinely additive new code** where no before-state exists (new file, new function, new guard at the top of an empty body). Above 5 lines, switch to summary + pointer.
- **Summary + artifact pointer** — when prose can't capture the fix: one-sentence transformation + key symbol/location + `Full fix: .context/compound-engineering/ce-review/{run_id}/{reviewer_name}.json → findings[].suggested_fix`.
- **No diff blocks.** Modifications to existing code render as prose.
- **`Why it works`:** grounded reasoning that, where possible, references a similar pattern already used elsewhere in the codebase (e.g., "matches the format-validation pattern already used at src/cli/io.ts:41"). One to three sentences.
- **R15 conflict context line (when applicable):** when contributing reviewers implied different actions for this finding and Stage 5 step 7b broke the tie, surface that briefly. Example: `Correctness recommends Apply; Testing recommends Skip (low confidence). Agent's recommendation: Skip.` The orchestrator's recommendation — the post-tie-break value — is what the menu labels "recommended."
When no artifact match exists for the finding (merge-synthesized finding, or the persona's artifact write failed), the terminal block degrades to the heading + `suggested_fix` only (omit the `What's wrong` and `Why it works` sections) and records the gap for the Coverage section of the completion report.
### Question stem (short, decision-focused)
After the terminal block renders, fire the platform's blocking question tool with a compact two-line stem:
```
Finding {N} of {M} — {severity} {short handle}.
{Action framing in a phrase}?
```
Where:
- **Short handle:** matches the `{plain-English title}` from the terminal block heading.
- **Action framing:** one phrase describing what the *single recommended action* does, as a yes/no question. Examples: `Apply the format-validation + path.resolve guard?`, `Skip the fix since the fixture is being deleted?`, `Defer and file a rotation ticket?`.
Never enumerate alternatives in the stem. One recommendation as a yes/no — the option list carries the alternatives. When the recommendation is close, surface the disagreement in the R15 conflict context line, not as a multi-option stem.
Example (recommendation = Apply):
```
Finding 3 of 8 — P1 path traversal in loadUserFromCache.
Apply the format-validation + path.resolve guard?
```
Example (recommendation = Skip because content context overrides default):
```
Finding 1 of 9 — P0 hardcoded admin token.
Skip the fix since the fixture is being deleted?
(Security recommends Apply; file context recommends Skip. Agent's recommendation: Skip.)
```
Never embed code blocks, diff syntax, or the full fix/reasoning in the stem.
### Confirmation between findings
After the user answers and before printing the next finding's terminal block, emit a one-line confirmation of the action taken. Examples: `→ Applied. Fix staged at src/utils/api-client.ts:36-37.`, `→ Deferred. Ticket filed: <url>.`, `→ Skipped.`, `→ Acknowledged.`
### Options (four, or adapted as noted)
Fixed order. Never reorder:
```
1. Apply the proposed fix
2. Defer — file a [TRACKER] ticket
3. Skip — don't apply, don't track
4. LFG the rest — apply the agent's best judgment to this and remaining findings
```
Render the `[TRACKER]` label per `tracker-defer.md`: when `confidence = high` AND `named_sink_available = true`, replace `[TRACKER]` with the concrete tracker name (e.g., `Defer — file a Linear ticket`). When `any_sink_available = true` but either `confidence = low` or `named_sink_available = false`, use the generic whole label `Defer — file a ticket` — whole-label substitution, not a `[TRACKER]` token swap.
**Mark the post-tie-break recommendation with `(recommended)` on its option label.** Required, not optional. Any of the four options can carry it:
```
1. Apply the proposed fix (recommended)
2. Defer — file a ticket
3. Skip — don't apply, don't track
4. LFG the rest
```
```
1. Apply the proposed fix
2. Defer — file a ticket
3. Skip — don't apply, don't track (recommended)
4. LFG the rest
```
When reviewers disagreed or content context cuts against the default, still mark one option — whichever Stage 5 step 7b produced — and surface the disagreement in the R15 conflict context line.
### Adaptations
- **Advisory-only finding:** when the finding's `autofix_class` is `advisory` (no actionable fix), option A is replaced with `Acknowledge — mark as reviewed`. The other three options remain. The advisory variant is the only case where `Acknowledge` appears in the menu.
- **N=1 (exactly one pending finding):** the terminal block's heading omits `Finding N of M` and renders as `## {severity} {plain-English title}`. The stem's first line drops the position counter, becoming `{severity} {short handle}.` Option D (`LFG the rest`) is suppressed because no subsequent findings exist — the menu shows three options: Apply / Defer / Skip (or Acknowledge, for advisory).
- **No-sink (Defer option unavailable):** when the tracker-detection tuple reports `any_sink_available: false` (every tier in the fallback chain — named tracker, GitHub Issues, harness primitive — is unreachable), option B (`Defer`) is omitted. The stem appends one line explaining why (e.g., `Defer unavailable on this platform — no tracker or task-tracking primitive detected.`). The menu shows three options: Apply / Skip / LFG the rest (and Acknowledge in place of Apply for advisory-only findings). **Before rendering the options, remap any per-finding `Defer` recommendation produced by Stage 5 step 7b to `Skip`** so the `(recommended)` marker always lands on an option that is actually in the menu. When the remap fires, surface it on the R15 conflict context line (e.g., `Stage 5 recommended Defer; downgraded to Skip — no tracker sink available.`). This is a render-time runtime step mirroring the Defer→Skip downgrade that `bulk-preview.md` performs for LFG previews; Stage 5 step 7b has no knowledge of sink availability and only orders conflicting reviewer recommendations.
- **Combined N=1 + no-sink:** the menu shows two options: Apply / Skip (or Acknowledge / Skip).
Only when `ToolSearch` explicitly returns no match or the tool call errors — or on a platform with no blocking question tool — fall back to presenting the options as a numbered list and waiting for the user's next reply.
---
## Per-finding routing
For each finding's answer:
- **Apply the proposed fix** — add the finding's id to an in-memory Apply set. Advance to the next finding. Do not dispatch the fixer inline — Apply accumulates for end-of-walk-through batch dispatch.
- **Acknowledge — mark as reviewed** (advisory variant) — record Acknowledge in the in-memory decision list. Advance to the next finding. No side effects.
- **Defer — file a [TRACKER] ticket** — invoke the tracker-defer flow from `tracker-defer.md`. The walk-through's position indicator stays on the current finding during any failure-path sub-question (Retry / Fall back / Convert to Skip). On success, record the tracker URL / reference in the in-memory decision list and advance. On conversion-to-Skip from the failure path, advance with the failure noted in the completion report.
- **Skip — don't apply, don't track** — record Skip in the in-memory decision list. Advance. No side effects.
- **LFG the rest — apply the agent's best judgment to this and remaining findings** — exit the walk-through loop. Dispatch the bulk preview from `bulk-preview.md`, scoped to the current finding and everything not yet decided. The preview header reports the count of already-decided findings ("K already decided"). If the user picks `Cancel` from the preview, return to the current finding's per-finding question (not to the routing question). If the user picks `Proceed`, execute the plan per `bulk-preview.md` — Apply findings join the in-memory Apply set with the ones the user already picked, Defer findings route through `tracker-defer.md`, Skip / Acknowledge no-op — then proceed to end-of-walk-through dispatch.
---
## Override rule
"Override" means the user picks a different preset action (Defer or Skip in place of Apply, or Apply in place of the agent's recommendation). No inline freeform custom-fix authoring — the walk-through is a decision loop, not a pair-programming surface. A user who wants a variant of the proposed fix picks Skip and hand-edits outside the flow; if they also want the finding tracked, they file a ticket manually. This trade is explicit in v1's scope boundaries.
---
## State
Walk-through state is **in-memory only**. The orchestrator maintains:
- An Apply set (finding ids the user picked Apply on)
- A decision list (every answered finding with its action and any metadata like `tracker_url` for Deferred or `reason` for Skipped)
- The current position in the findings list
Nothing is written to disk per-decision. An interrupted walk-through (user cancels the prompt, session compacts, network dies) discards all in-memory state. Defer actions that already executed remain in the tracker — those are external side effects and cannot be rolled back. Apply decisions have not been dispatched yet (they batch at end-of-walk-through), so they are cleanly lost with no code changes.
Formal cross-session resumption is out of scope for v1.
---
## End-of-walk-through dispatch
After the loop terminates — either every finding has been answered, or the user took `LFG the rest → Proceed` — the walk-through hands off to the dispatch phase:
1. **Apply set:** spawn one fixer subagent for the full accumulated Apply set. The fixer receives the set as its input queue and applies all changes in one pass against the current working tree. This preserves the existing "one fixer, consistent tree" mechanic and gives the fixer the full set at once to handle inter-fix dependencies (two Applies touching overlapping regions). The existing Step 3 fixer prompt needs a small update to acknowledge this queue may be heterogeneous (`gated_auto` and `manual` mix, not just `safe_auto`) — authored alongside this reference.
2. **Defer set:** already executed inline during the walk-through. Nothing to dispatch here.
3. **Skip / Acknowledge:** no-op.
After dispatch completes (or after `LFG the rest → Cancel` followed by the user working through remaining findings one at a time, or after the loop runs to completion), emit the unified completion report described below.
---
## Unified completion report
Every terminal path of Interactive mode emits the same completion report structure. This covers:
- Walk-through completed (all findings answered)
- Walk-through bailed via `LFG the rest → Proceed`
- Top-level LFG (routing option B) completed
- Top-level File tickets (routing option C) completed
- Zero findings after `safe_auto` (routing question was skipped — the completion summary is a one-line degenerate case of this structure)
### Minimum required fields (per R12)
- **Per-finding entries:** for every finding the flow touched, a line with — at minimum — title, severity, the action taken (Applied / Deferred / Skipped / Acknowledged), the tracker URL or in-session task reference for Deferred entries, and a one-line reason for Skipped entries (grounded in the finding's confidence or the one-line `why_it_matters` snippet).
- **Summary counts by action:** totals per bucket (e.g., `4 applied, 2 deferred, 2 skipped`).
- **Failures called out explicitly:** any fix application that failed, any ticket creation that failed (with the reason returned by the tracker). Failures are surfaced above the per-finding list so they are not missed.
- **End-of-review verdict:** the existing Stage 6 verdict (Ready to merge / Ready with fixes / Not ready), computed from the residual state after all actions complete.
### Coverage section
Carry forward the existing Coverage data (suppressed-finding count, residual risks, testing gaps, failed reviewers) and add one new element:
- **Framing-enrichment gaps:** count of findings where artifact lookup returned no match (merge-synthesized findings, or failed persona artifact writes). Name the personas contributing those gaps so the data feeds any future persona-upgrade decision. A trail of gaps per run tells the team which persona agents still need attention.
### Report ordering
The report appears after all execution completes. Ordering inside the report: failures first (above the per-finding list), then per-finding entries grouped by action bucket in the order `Applied / Deferred / Skipped / Acknowledged`, then summary counts, then Coverage, then the verdict.
### Zero-findings degenerate case
When the routing question was skipped because no `gated_auto` / `manual` findings remained after `safe_auto`, the completion report collapses to its summary-counts + verdict form with one added line — the count of `safe_auto` fixes applied. The summary wording mirrors `SKILL.md` Step 2 Interactive mode's zero-remaining case: the unqualified `All findings resolved` form is only accurate when no advisory or pre-existing findings remain. When advisory and/or pre-existing findings remain in the report, use the qualified form that names what was cleared and names what still remains. Examples:
No remaining advisory or pre-existing findings:
```
All findings resolved — 3 safe_auto fixes applied.
Verdict: Ready with fixes.
```
Advisory and/or pre-existing findings remain in the report:
```
All actionable findings resolved — 3 safe_auto fixes applied. (2 advisory, 1 pre-existing findings remain in the report.)
Verdict: Ready with fixes.
```
---
## Execution posture
The walk-through is operationally read-only except for two permitted writes: the in-memory Apply set / decision list (managed by the orchestrator) and the tracker-defer dispatch (external ticket creation, described in `tracker-defer.md`). Persona agents remain strictly read-only. The end-of-walk-through fixer dispatch is the single point where file modifications happen — governed by the existing Step 3 fixer contract in `SKILL.md`.