diff --git a/run.json b/run.json
index 771e253cd..a305601be 100644
--- a/run.json
+++ b/run.json
@@ -505,7 +505,7 @@
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@@ -1070,9 +1070,9 @@
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+          "last_response": "Done. The previous implement stage had failed on an API auth error before doing any work, so I completed the implementation and then ran the three-agent review.\n\n## What was done\n\n**Implementation** (",
+          "internal.work_dir": "/home/daytona/workspace/fabro",
+          "failure_signature": "simplify_gpt|deterministic|api_deterministic|openai|authentication",
+          "response.simplify_fable": "Done. The previous implement stage had failed on an API auth error before doing any work, so I completed the implementation and then ran the three-agent review.\n\n## What was done\n\n**Implementation** (per the plan):\n- Deleted `lib/crates/fabro-redact/src/secret_registry.rs` (217 lines: the never-consumed `SecretRedactor` and its tests), plus the `mod` declaration and `pub use` re-export in `lib.rs`\n- Rewrote the `resolve_extra_headers` doc comment in `lib/crates/fabro-auth/src/resolve.rs:478-483` — keeps the \"never log resolved header values\" guidance, drops the abandoned exact-match-registration promise, and states the residual risk (low-entropy header values aren't caught by content-based detection)\n- Rewrote the `interp.rs` module doc in `lib/crates/fabro-types/src/settings/interp.rs:17-20` to describe the real architecture: resolved secrets are plain strings, redaction is content-based at output-serialization surfaces\n\n**Review findings** (three parallel agents — reuse, quality, efficiency):\n- All three verdicts: clean. Deletion is complete (zero `SecretRedactor` references remain; the `secret_registry` module in `fabro-static` is an unrelated registry of secret env-var *names*); nothing in `fabro-redact` became dead (`Region`, `redact_regions`, `serde_json`, and all deps still have live users); no runtime code paths changed; no dependent crate lost its reason to depend on `fabro-redact`\n- **Fixed** two wording nits from the quality reviewer: clarified the ambiguous \"nothing substitutes these exact values\" phrasing in `resolve.rs`, and removed the \"resolved … resolved\" redundancy in `interp.rs`\n- **Skipped** one finding: `Region` could be `pub(crate)` — pre-existing and the plan explicitly says leave `Region` untouched\n\n**Verification** — all green:\n- `cargo +nightly-2026-04-14 fmt --check --all` ✓\n- `cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings` ✓\n- `cargo nextest run --workspace` — 6955 passed, 0 failed ✓\n- Straggler sweep clean (only the unrelated `fabro-static` name registry remains)",
+          "outcome": "failed",
+          "internal.fidelity": "compact",
+          "graph.goal": "# Remove the unused per-run secret registry (`SecretRedactor`) and stale references to it\n\n**Self-contained implementation plan.** Everything needed to implement this is\nin this file plus the repository. Independent — no preconditions; can land\nanytime.\n\n> **Token notation.** Interpolation tokens are written in this file without\n> their enclosing double curly braces, so the file is safe to pass directly as\n> a workflow goal (the goal templater would otherwise try to expand them).\n> Read `env.NAME`, `secrets.NAME` as the double-curly-brace token form used in\n> the codebase.\n\n## Context and goal\n\nFabro redacts secrets from run output using **content-based** detection:\nentropy analysis plus gitleaks-style credential patterns\n(`fabro_redact::redact_string` / `redact_json_value`), applied where events are\nserialized and where exec-output tails are captured.\n\nA second mechanism was staged but never adopted: `SecretRedactor`, a per-run\nregistry of exact secret values, intended to be populated when declared\nsecrets resolve at the run boundary and then substituted out of run output\n(catching low-entropy secret values that content-based detection cannot). The\ntype landed as infrastructure ahead of its wiring; the wiring PR was\nultimately **not merged** — the team decided the registration approach was too\nmuch plumbing for too little benefit over the existing content-based\nredaction, and content-based redaction is now the settled mechanism.\n\nThat leaves dead code and two stale forward references on main:\n\n- `SecretRedactor` has **zero consumers** outside its own crate — nothing\n  constructs, registers into, or applies it anywhere in the workspace.\n- A doc comment in `fabro-auth` says provider-header secret resolution sits\n  outside the registry \"until exact-match registration is threaded through\" —\n  a follow-up that will never happen.\n- The `InterpString` module doc in `fabro-types` says declared-secret values\n  \"are intended to be registered into a per-run exact-value redactor\" —\n  describing the abandoned design as if it were pending.\n\n**Goal:** delete the dead type and rewrite both stale comments so the code\ndescribes the real architecture (content-based redaction only). Pure\ndeletion/documentation PR — no behavior change.\n\n## Verified current state (as of main `9daca83b3`, 2026-07-09 — re-verify before starting; line numbers are anchors, not gospel)\n\n- `lib/crates/fabro-redact/src/secret_registry.rs` — the whole module\n  (~217 lines: `SecretRedactor` with `register`, `is_empty`, redaction\n  methods, and its unit tests). Uses `crate::Region`, which is **shared** with\n  `entropy.rs` and `gitleaks.rs` and must stay.\n- `lib/crates/fabro-redact/src/lib.rs:11` — `mod secret_registry;` and `:15`\n  `pub use secret_registry::SecretRedactor;`.\n- Workspace-wide grep for `SecretRedactor` outside `fabro-redact` returns\n  nothing (no consumers in `lib/`, `apps/`, or `docs/`). If this grep finds a\n  consumer when you run it, **stop** — the premise of this plan no longer\n  holds; state that instead of deleting.\n- `lib/crates/fabro-auth/src/resolve.rs:479-482` — doc comment on\n  `resolve_extra_headers`:\n  \"Provider header secrets resolve outside the run-boundary redactor\n  registration path. Keep this path free of value logging until exact-match\n  registration is threaded through.\"\n- `lib/crates/fabro-types/src/settings/interp.rs:17-19` — module doc sentence:\n  \"Declared-secret values are intended to be registered into a per-run\n  exact-value redactor where secrets resolve; sensitivity is not tracked on\n  resolved strings.\"\n\n## Implementation\n\n1. **Delete the module**: remove\n   `lib/crates/fabro-redact/src/secret_registry.rs`, the `mod secret_registry;`\n   declaration, and the `pub use secret_registry::SecretRedactor;` re-export\n   from `lib.rs`. Leave `Region`, `redact_string`, `redact_json_value`,\n   `DisplaySafeUrl`, and everything else in the crate untouched.\n2. **Rewrite the `fabro-auth` comment** on `resolve_extra_headers`: keep the\n   operative guidance (never log resolved header values — they may contain\n   secrets), drop the promise of future exact-match registration. Suggested\n   shape: \"Resolved header values may contain secrets; keep this path free of\n   value logging. Content-based redaction covers credential-shaped values on\n   output surfaces, but nothing substitutes these exact values.\"\n3. **Rewrite the `interp.rs` module-doc sentence**: state the real\n   architecture — resolved secret values are plain strings; sensitivity is not\n   tracked on resolved strings; redaction of run output is content-based\n   (entropy + credential patterns), applied where output is serialized. Do not\n   reference a registry or any pending mechanism.\n4. **Sweep for stragglers**: `rg -n \"SecretRedactor|secret_registry|exact-match|exact-value\" lib/ docs/internal/`\n   — any remaining hit that describes per-run exact-value redaction as\n   existing or planned must be removed or rewritten in this PR. (Expected\n   after steps 1–3: no hits.)\n\n## Scope boundaries — deliberately NOT in this PR\n\n- **Content-based redaction** (`redact_string`, `redact_json_value`, the\n  entropy/gitleaks finders, `Region`) — untouched. This PR removes the unused\n  second mechanism, not the working first one.\n- **Where content-based redaction is applied** (event serialization,\n  exec-output tails, server read paths) — no changes to any application site;\n  this PR does not move, add, or remove redaction passes.\n- **`DisplaySafeUrl` and redacting `Debug` impls** — untouched; unrelated\n  pattern.\n- **The live command-output log path** — has no redaction today; a separate\n  planned change addresses it. Do not touch it here.\n- **`fabro-hooks`** — untouched.\n\nIf work outside these boundaries seems genuinely required for this PR to\ncompile or pass its tests, stop and state that in the PR description rather\nthan expanding scope.\n\n## Tests\n\n- No new tests: the deleted module's tests go with it; no behavior changes to\n  test. Existing `fabro-redact` tests (entropy, gitleaks, jsonl, safe-url)\n  must pass unchanged.\n- `cargo build --workspace` proves no hidden consumer existed.\n\n## Acceptance / verification\n\n- `cargo +nightly-2026-04-14 fmt --check --all`\n- `cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings`\n- `cargo nextest run --workspace`\n- The sweep in step 4 returns clean.\n- No OpenAPI/wire change; no TypeScript client regeneration.\n\n## Conventions\n\n- Plain-English commit messages, PR text, and comments — describe what the\n  change does; no internal planning identifiers or plan-file names in\n  anything that ships.\n- PR description must state plainly: the exact-value registry approach was\n  abandoned in favor of the existing content-based redaction; the type was\n  never wired to any consumer; the two rewritten comments previously promised\n  the abandoned mechanism. Known limitation to state honestly: low-entropy\n  declared secret values (e.g. a secret whose value is an ordinary word) are\n  not caught by content-based detection — this is an accepted trade, not a\n  regression introduced here.\n",
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+              "response.simplify_fable": "Done. The previous implement stage had failed on an API auth error before doing any work, so I completed the implementation and then ran the three-agent review.\n\n## What was done\n\n**Implementation** (per the plan):\n- Deleted `lib/crates/fabro-redact/src/secret_registry.rs` (217 lines: the never-consumed `SecretRedactor` and its tests), plus the `mod` declaration and `pub use` re-export in `lib.rs`\n- Rewrote the `resolve_extra_headers` doc comment in `lib/crates/fabro-auth/src/resolve.rs:478-483` — keeps the \"never log resolved header values\" guidance, drops the abandoned exact-match-registration promise, and states the residual risk (low-entropy header values aren't caught by content-based detection)\n- Rewrote the `interp.rs` module doc in `lib/crates/fabro-types/src/settings/interp.rs:17-20` to describe the real architecture: resolved secrets are plain strings, redaction is content-based at output-serialization surfaces\n\n**Review findings** (three parallel agents — reuse, quality, efficiency):\n- All three verdicts: clean. Deletion is complete (zero `SecretRedactor` references remain; the `secret_registry` module in `fabro-static` is an unrelated registry of secret env-var *names*); nothing in `fabro-redact` became dead (`Region`, `redact_regions`, `serde_json`, and all deps still have live users); no runtime code paths changed; no dependent crate lost its reason to depend on `fabro-redact`\n- **Fixed** two wording nits from the quality reviewer: clarified the ambiguous \"nothing substitutes these exact values\" phrasing in `resolve.rs`, and removed the \"resolved … resolved\" redundancy in `interp.rs`\n- **Skipped** one finding: `Region` could be `pub(crate)` — pre-existing and the plan explicitly says leave `Region` untouched\n\n**Verification** — all green:\n- `cargo +nightly-2026-04-14 fmt --check --all` ✓\n- `cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings` ✓\n- `cargo nextest run --workspace` — 6955 passed, 0 failed ✓\n- Straggler sweep clean (only the unrelated `fabro-static` name registry remains)",
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           "graph.goal": "# Remove the unused per-run secret registry (`SecretRedactor`) and stale references to it\n\n**Self-contained implementation plan.** Everything needed to implement this is\nin this file plus the repository. Independent — no preconditions; can land\nanytime.\n\n> **Token notation.** Interpolation tokens are written in this file without\n> their enclosing double curly braces, so the file is safe to pass directly as\n> a workflow goal (the goal templater would otherwise try to expand them).\n> Read `env.NAME`, `secrets.NAME` as the double-curly-brace token form used in\n> the codebase.\n\n## Context and goal\n\nFabro redacts secrets from run output using **content-based** detection:\nentropy analysis plus gitleaks-style credential patterns\n(`fabro_redact::redact_string` / `redact_json_value`), applied where events are\nserialized and where exec-output tails are captured.\n\nA second mechanism was staged but never adopted: `SecretRedactor`, a per-run\nregistry of exact secret values, intended to be populated when declared\nsecrets resolve at the run boundary and then substituted out of run output\n(catching low-entropy secret values that content-based detection cannot). The\ntype landed as infrastructure ahead of its wiring; the wiring PR was\nultimately **not merged** — the team decided the registration approach was too\nmuch plumbing for too little benefit over the existing content-based\nredaction, and content-based redaction is now the settled mechanism.\n\nThat leaves dead code and two stale forward references on main:\n\n- `SecretRedactor` has **zero consumers** outside its own crate — nothing\n  constructs, registers into, or applies it anywhere in the workspace.\n- A doc comment in `fabro-auth` says provider-header secret resolution sits\n  outside the registry \"until exact-match registration is threaded through\" —\n  a follow-up that will never happen.\n- The `InterpString` module doc in `fabro-types` says declared-secret values\n  \"are intended to be registered into a per-run exact-value redactor\" —\n  describing the abandoned design as if it were pending.\n\n**Goal:** delete the dead type and rewrite both stale comments so the code\ndescribes the real architecture (content-based redaction only). Pure\ndeletion/documentation PR — no behavior change.\n\n## Verified current state (as of main `9daca83b3`, 2026-07-09 — re-verify before starting; line numbers are anchors, not gospel)\n\n- `lib/crates/fabro-redact/src/secret_registry.rs` — the whole module\n  (~217 lines: `SecretRedactor` with `register`, `is_empty`, redaction\n  methods, and its unit tests). Uses `crate::Region`, which is **shared** with\n  `entropy.rs` and `gitleaks.rs` and must stay.\n- `lib/crates/fabro-redact/src/lib.rs:11` — `mod secret_registry;` and `:15`\n  `pub use secret_registry::SecretRedactor;`.\n- Workspace-wide grep for `SecretRedactor` outside `fabro-redact` returns\n  nothing (no consumers in `lib/`, `apps/`, or `docs/`). If this grep finds a\n  consumer when you run it, **stop** — the premise of this plan no longer\n  holds; state that instead of deleting.\n- `lib/crates/fabro-auth/src/resolve.rs:479-482` — doc comment on\n  `resolve_extra_headers`:\n  \"Provider header secrets resolve outside the run-boundary redactor\n  registration path. Keep this path free of value logging until exact-match\n  registration is threaded through.\"\n- `lib/crates/fabro-types/src/settings/interp.rs:17-19` — module doc sentence:\n  \"Declared-secret values are intended to be registered into a per-run\n  exact-value redactor where secrets resolve; sensitivity is not tracked on\n  resolved strings.\"\n\n## Implementation\n\n1. **Delete the module**: remove\n   `lib/crates/fabro-redact/src/secret_registry.rs`, the `mod secret_registry;`\n   declaration, and the `pub use secret_registry::SecretRedactor;` re-export\n   from `lib.rs`. Leave `Region`, `redact_string`, `redact_json_value`,\n   `DisplaySafeUrl`, and everything else in the crate untouched.\n2. **Rewrite the `fabro-auth` comment** on `resolve_extra_headers`: keep the\n   operative guidance (never log resolved header values — they may contain\n   secrets), drop the promise of future exact-match registration. Suggested\n   shape: \"Resolved header values may contain secrets; keep this path free of\n   value logging. Content-based redaction covers credential-shaped values on\n   output surfaces, but nothing substitutes these exact values.\"\n3. **Rewrite the `interp.rs` module-doc sentence**: state the real\n   architecture — resolved secret values are plain strings; sensitivity is not\n   tracked on resolved strings; redaction of run output is content-based\n   (entropy + credential patterns), applied where output is serialized. Do not\n   reference a registry or any pending mechanism.\n4. **Sweep for stragglers**: `rg -n \"SecretRedactor|secret_registry|exact-match|exact-value\" lib/ docs/internal/`\n   — any remaining hit that describes per-run exact-value redaction as\n   existing or planned must be removed or rewritten in this PR. (Expected\n   after steps 1–3: no hits.)\n\n## Scope boundaries — deliberately NOT in this PR\n\n- **Content-based redaction** (`redact_string`, `redact_json_value`, the\n  entropy/gitleaks finders, `Region`) — untouched. This PR removes the unused\n  second mechanism, not the working first one.\n- **Where content-based redaction is applied** (event serialization,\n  exec-output tails, server read paths) — no changes to any application site;\n  this PR does not move, add, or remove redaction passes.\n- **`DisplaySafeUrl` and redacting `Debug` impls** — untouched; unrelated\n  pattern.\n- **The live command-output log path** — has no redaction today; a separate\n  planned change addresses it. Do not touch it here.\n- **`fabro-hooks`** — untouched.\n\nIf work outside these boundaries seems genuinely required for this PR to\ncompile or pass its tests, stop and state that in the PR description rather\nthan expanding scope.\n\n## Tests\n\n- No new tests: the deleted module's tests go with it; no behavior changes to\n  test. Existing `fabro-redact` tests (entropy, gitleaks, jsonl, safe-url)\n  must pass unchanged.\n- `cargo build --workspace` proves no hidden consumer existed.\n\n## Acceptance / verification\n\n- `cargo +nightly-2026-04-14 fmt --check --all`\n- `cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings`\n- `cargo nextest run --workspace`\n- The sweep in step 4 returns clean.\n- No OpenAPI/wire change; no TypeScript client regeneration.\n\n## Conventions\n\n- Plain-English commit messages, PR text, and comments — describe what the\n  change does; no internal planning identifiers or plan-file names in\n  anything that ships.\n- PR description must state plainly: the exact-value registry approach was\n  abandoned in favor of the existing content-based redaction; the type was\n  never wired to any consumer; the two rewritten comments previously promised\n  the abandoned mechanism. Known limitation to state honestly: low-entropy\n  declared secret values (e.g. a secret whose value is an ordinary word) are\n  not caught by content-based detection — this is an accepted trade, not a\n  regression introduced here.\n",
           "internal.fidelity": "compact",
-          "outcome": "failed",
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+          "command.output": "blob://sha256/039da23795b8b5399d1bf9974313a6b6049fd9039b38fcb6f7e99f8c596ca833",
           "graph.model_stylesheet": "\n            * { model: claude-opus-4-8; }\n        ",
-          "internal.thread_id": "simplify_fable",
+          "internal.thread_id": "simplify_gpt",
           "thread.preflight_lint.current_node": "implement",
           "thread.simplify_fable.current_node": "simplify_gpt",
           "internal.work_dir": "/home/daytona/workspace/fabro",
-          "current_node": "simplify_gpt",
+          "current_node": "verify",
           "response.simplify_fable": "Done. The previous implement stage had failed on an API auth error before doing any work, so I completed the implementation and then ran the three-agent review.\n\n## What was done\n\n**Implementation** (per the plan):\n- Deleted `lib/crates/fabro-redact/src/secret_registry.rs` (217 lines: the never-consumed `SecretRedactor` and its tests), plus the `mod` declaration and `pub use` re-export in `lib.rs`\n- Rewrote the `resolve_extra_headers` doc comment in `lib/crates/fabro-auth/src/resolve.rs:478-483` — keeps the \"never log resolved header values\" guidance, drops the abandoned exact-match-registration promise, and states the residual risk (low-entropy header values aren't caught by content-based detection)\n- Rewrote the `interp.rs` module doc in `lib/crates/fabro-types/src/settings/interp.rs:17-20` to describe the real architecture: resolved secrets are plain strings, redaction is content-based at output-serialization surfaces\n\n**Review findings** (three parallel agents — reuse, quality, efficiency):\n- All three verdicts: clean. Deletion is complete (zero `SecretRedactor` references remain; the `secret_registry` module in `fabro-static` is an unrelated registry of secret env-var *names*); nothing in `fabro-redact` became dead (`Region`, `redact_regions`, `serde_json`, and all deps still have live users); no runtime code paths changed; no dependent crate lost its reason to depend on `fabro-redact`\n- **Fixed** two wording nits from the quality reviewer: clarified the ambiguous \"nothing substitutes these exact values\" phrasing in `resolve.rs`, and removed the \"resolved … resolved\" redundancy in `interp.rs`\n- **Skipped** one finding: `Region` could be `pub(crate)` — pre-existing and the plan explicitly says leave `Region` untouched\n\n**Verification** — all green:\n- `cargo +nightly-2026-04-14 fmt --check --all` ✓\n- `cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings` ✓\n- `cargo nextest run --workspace` — 6955 passed, 0 failed ✓\n- Straggler sweep clean (only the unrelated `fabro-static` name registry remains)",
-          "failure_class": "deterministic",
+          "failure_class": "",
           "internal.retry_count.simplify_gpt": 0,
-          "failure_signature": "simplify_gpt|deterministic|api_deterministic|openai|authentication",
+          "failure_signature": "",
           "graph.rankdir": "LR",
           "thread.start.current_node": "toolchain",
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@@ -1112,6 +1292,8 @@
           "internal.retry_count.preflight_lint": 0,
           "internal.retry_count.implement": 0,
           "last_response": "Done. The previous implement stage had failed on an API auth error before doing any work, so I completed the implementation and then ran the three-agent review.\n\n## What was done\n\n**Implementation** (",
+          "thread.simplify_gpt.current_node": "verify",
+          "internal.retry_count.verify": 0,
           "thread.implement.current_node": "simplify_fable",
           "internal.run_id": "01KX9EKZGANW47ANJQSDMMFBBP"
         },
@@ -1130,6 +1312,20 @@
               "active_time_ms": 165593
             }
           },
+          "verify": {
+            "status": "succeeded",
+            "context_updates": {
+              "command.output": "blob://sha256/039da23795b8b5399d1bf9974313a6b6049fd9039b38fcb6f7e99f8c596ca833"
+            },
+            "notes": "Script completed: git fetch origin main 2>&1 && git merge --no-edit --no-stat origin/main 2>&1 && cargo +nightly-2026-04-14 fmt --all 2>&1 && cargo dev docs refresh 2>&1 && cargo +nightly-2026-04-14 fmt --check --all 2>&1 && { command -v rg >/dev/null 2>&1 || { echo 'rg is required for verify'; exit 127; }; } && ! rg -n 'AuthMode::Disabled|RunAuthMethod|RunSubjectProvenance|\\bActorRef\\b|\\bActorKind\\b|AuthenticatedSubject|AuthenticatedService|AuthorizeRunScoped|AuthorizeRunBlob|AuthorizeStageArtifact|AuthorizeCommandLog|auth_method\\s*==\\s*\"disabled\"' lib/crates apps lib/packages docs/public/api-reference/fabro-api.yaml 2>&1 && cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings 2>&1 && cargo nextest run --workspace --status-level slow --profile ci 2>&1 && cargo dev docs check 2>&1 && bun install --frozen-lockfile 2>&1 && (cd apps/fabro-web && bun run typecheck) 2>&1 && (cd apps/fabro-web && bun run test) 2>&1 && (cd lib/packages/fabro-api-client && bun run typecheck) 2>&1 && cargo dev build -- -p fabro-cli --release 2>&1",
+            "usage": null,
+            "timing": {
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+              "inference_time_ms": 0,
+              "tool_time_ms": 650350,
+              "active_time_ms": 650350
+            }
+          },
           "simplify_gpt": {
             "status": "failed",
             "failure": {
@@ -1224,15 +1420,16 @@
             }
           }
         },
-        "next_node_id": "verify",
+        "next_node_id": "exit",
         "node_visits": {
           "simplify_fable": 1,
           "start": 1,
           "preflight_compile": 1,
-          "toolchain": 1,
-          "preflight_lint": 1,
+          "verify": 1,
+          "implement": 1,
           "simplify_gpt": 1,
-          "implement": 1
+          "toolchain": 1,
+          "preflight_lint": 1
         }
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       "diff": {}
@@ -1264,180 +1461,6 @@
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-          "source": {
-            "kind": "native"
-          },
-          "category": "shell",
-          "invoked": false
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-          "name": "spawn_agent",
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-          "source": {
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-          },
-          "category": "subagent",
-          "invoked": false
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-          "category": "other",
-          "invoked": false
-        },
-        {
-          "name": "use_skill",
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-          "source": {
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-          "category": "other",
-          "invoked": false
-        },
-        {
-          "name": "web_search",
-          "description": "Search the web using Brave Search when current external information is needed. Returns result titles, URLs, and descriptions; use web_fetch for a specific URL.",
-          "source": {
-            "kind": "native"
-          },
-          "category": "other",
-          "invoked": false
-        },
-        {
-          "name": "write_file",
-          "description": "Create new files, or overwrite an existing file only when replacement is explicitly intended. Prefer edit_file for targeted changes to existing files because write_file overwrites the full file content.",
-          "source": {
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-          "category": "write",
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@@ -1472,6 +1495,130 @@
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+        "command": "exec 2>&1\ncommand -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1",
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+      "prompt": null,
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+      "script_invocation": {
+        "script": "git fetch origin main 2>&1 && git merge --no-edit --no-stat origin/main 2>&1 && cargo +nightly-2026-04-14 fmt --all 2>&1 && cargo dev docs refresh 2>&1 && cargo +nightly-2026-04-14 fmt --check --all 2>&1 && { command -v rg >/dev/null 2>&1 || { echo 'rg is required for verify'; exit 127; }; } && ! rg -n 'AuthMode::Disabled|RunAuthMethod|RunSubjectProvenance|\\bActorRef\\b|\\bActorKind\\b|AuthenticatedSubject|AuthenticatedService|AuthorizeRunScoped|AuthorizeRunBlob|AuthorizeStageArtifact|AuthorizeCommandLog|auth_method\\s*==\\s*\"disabled\"' lib/crates apps lib/packages docs/public/api-reference/fabro-api.yaml 2>&1 && cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings 2>&1 && cargo nextest run --workspace --status-level slow --profile ci 2>&1 && cargo dev docs check 2>&1 && bun install --frozen-lockfile 2>&1 && (cd apps/fabro-web && bun run typecheck) 2>&1 && (cd apps/fabro-web && bun run test) 2>&1 && (cd lib/packages/fabro-api-client && bun run typecheck) 2>&1 && cargo dev build -- -p fabro-cli --release 2>&1",
+        "command": "exec 2>&1\ngit fetch origin main 2>&1 && git merge --no-edit --no-stat origin/main 2>&1 && cargo +nightly-2026-04-14 fmt --all 2>&1 && cargo dev docs refresh 2>&1 && cargo +nightly-2026-04-14 fmt --check --all 2>&1 && { command -v rg >/dev/null 2>&1 || { echo 'rg is required for verify'; exit 127; }; } && ! rg -n 'AuthMode::Disabled|RunAuthMethod|RunSubjectProvenance|\\bActorRef\\b|\\bActorKind\\b|AuthenticatedSubject|AuthenticatedService|AuthorizeRunScoped|AuthorizeRunBlob|AuthorizeStageArtifact|AuthorizeCommandLog|auth_method\\s*==\\s*\"disabled\"' lib/crates apps lib/packages docs/public/api-reference/fabro-api.yaml 2>&1 && cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings 2>&1 && cargo nextest run --workspace --status-level slow --profile ci 2>&1 && cargo dev docs check 2>&1 && bun install --frozen-lockfile 2>&1 && (cd apps/fabro-web && bun run typecheck) 2>&1 && (cd apps/fabro-web && bun run test) 2>&1 && (cd lib/packages/fabro-api-client && bun run typecheck) 2>&1 && cargo dev build -- -p fabro-cli --release 2>&1",
+        "language": "shell",
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+      },
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     "simplify_fable@1": {
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@@ -1796,54 +1943,6 @@
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@@ -2078,43 +2177,33 @@
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-        "failure_reason": null,
-        "timestamp": "2026-07-11T20:47:26.021455859Z"
+        "outcome": "failed",
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+        "failure_reason": "LLM error: Authentication error for openai: Your authentication token has been invalidated. Please try signing in again.",
+        "timestamp": "2026-07-11T20:57:20.754413032Z"
+      },
+      "provider_used": {
+        "mode": "agent",
+        "provider": "openai",
+        "model": "gpt-5.5"
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-      "handler": "command",
+      "started_at": "2026-07-11T20:57:20.310279341Z",
+      "handler": "agent",
       "timing": {
-        "wall_time_ms": 165596,
+        "wall_time_ms": 444,
         "inference_time_ms": 0,
-        "tool_time_ms": 165593,
-        "active_time_ms": 165593
+        "tool_time_ms": 0,
+        "active_time_ms": 0
       },
       "usage": {
         "input_tokens": 0,
@@ -2124,7 +2213,154 @@
         "cache_read_tokens": 0,
         "cache_write_tokens": 0
       },
-      "state": "succeeded"
+      "skills": {
+        "available": [
+          {
+            "name": "rust-style-guide",
+            "description": "Apply this Rust style guide when writing, reviewing, refactoring, or configuring Rust code for this project. Covers Rust 2024/MSRV, library vs application conventions, public API design, errors, panics, ownership and cloning, async/Tokio/concurrency, tracing, rustfmt/Clippy, testing with nextest, and unsafe/macro policy. Also use when setting up new Rust projects, investigating Rust performance, verifying library releases, or reviewing Rust code changes."
+          }
+        ],
+        "activated": []
+      },
+      "permission_level": "full",
+      "agent_tools": [
+        {
+          "name": "apply_patch",
+          "description": "Use the `apply_patch` tool to edit files. This is a FREEFORM tool, so do not wrap the patch in JSON.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "write",
+          "invoked": false
+        },
+        {
+          "name": "close_agent",
+          "description": "Close a running subagent that is no longer needed.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "subagent",
+          "invoked": false
+        },
+        {
+          "name": "glob",
+          "description": "Find files by file names using a glob pattern. Use path to choose the search root. Prefer this over shell find or ls when locating repository files.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "read",
+          "invoked": false
+        },
+        {
+          "name": "grep",
+          "description": "Search file contents with a regex pattern. Use path to choose the search root, glob_filter to limit matching files, case_insensitive for case folding, and max_results to cap output.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "read",
+          "invoked": false
+        },
+        {
+          "name": "read_file",
+          "description": "Read files before editing them. Returns line-numbered text and supports offset/limit for large files. Use this instead of shell cat, head, tail, or sed when inspecting repository files.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "read",
+          "invoked": false
+        },
+        {
+          "name": "request_user_input",
+          "description": "Ask the human one or more questions and wait for their answers before continuing this stage.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "other",
+          "invoked": false
+        },
+        {
+          "name": "send_input",
+          "description": "Send a follow-up message to a running subagent when new information or corrected instructions are needed.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "subagent",
+          "invoked": false
+        },
+        {
+          "name": "shell",
+          "description": "Execute shell commands for terminal operations, package managers, tests and builds. Use dedicated tools for file reads, file edits, filename searches, and content searches. Provide timeout_ms for long-running commands.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "shell",
+          "invoked": false
+        },
+        {
+          "name": "spawn_agent",
+          "description": "Spawn a subagent for independent work or context isolation. Use it for tasks that can proceed separately, and avoid duplicating the same work in the parent session.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "subagent",
+          "invoked": false
+        },
+        {
+          "name": "update_plan",
+          "description": "Update the multi-step plan for the current task. Submit the entire plan; existing steps are reconciled by exact step text.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "other",
+          "invoked": false
+        },
+        {
+          "name": "use_skill",
+          "description": "Load a skill's instructions by name. Call this when the user's request matches an available skill.",
+          "source": {
+            "kind": "skill"
+          },
+          "category": "other",
+          "invoked": false
+        },
+        {
+          "name": "wait",
+          "description": "Wait for a subagent to complete, then use the result to synthesize the outcome for the user.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "subagent",
+          "invoked": false
+        },
+        {
+          "name": "web_fetch",
+          "description": "Fetch content from a URL that starts with http:// or https://. Pass a prompt to extract specific information or summarize the page; omit prompt to return the page content.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "other",
+          "invoked": false
+        },
+        {
+          "name": "web_search",
+          "description": "Search the web using Brave Search when current external information is needed. Returns result titles, URLs, and descriptions; use web_fetch for a specific URL.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "other",
+          "invoked": false
+        },
+        {
+          "name": "write_file",
+          "description": "Create new files, or overwrite an existing file only when replacement is explicitly intended. Prefer edit_file for targeted changes to existing files because write_file overwrites the full file content.",
+          "source": {
+            "kind": "native"
+          },
+          "category": "write",
+          "invoked": false
+        }
+      ],
+      "state": "failed"
     }
   }
 }
\ No newline at end of file
diff --git a/stages/007-simplify_gpt@1/status.json b/stages/007-simplify_gpt@1/status.json
new file mode 100644
index 000000000..94e44d388
--- /dev/null
+++ b/stages/007-simplify_gpt@1/status.json
@@ -0,0 +1,6 @@
+{
+  "outcome": "failed",
+  "notes": null,
+  "failure_reason": "LLM error: Authentication error for openai: Your authentication token has been invalidated. Please try signing in again.",
+  "timestamp": "2026-07-11T20:57:20.754413032Z"
+}
\ No newline at end of file
diff --git a/stages/008-verify@1/script_invocation.json b/stages/008-verify@1/script_invocation.json
new file mode 100644
index 000000000..b7de73599
--- /dev/null
+++ b/stages/008-verify@1/script_invocation.json
@@ -0,0 +1,6 @@
+{
+  "script": "git fetch origin main 2>&1 && git merge --no-edit --no-stat origin/main 2>&1 && cargo +nightly-2026-04-14 fmt --all 2>&1 && cargo dev docs refresh 2>&1 && cargo +nightly-2026-04-14 fmt --check --all 2>&1 && { command -v rg >/dev/null 2>&1 || { echo 'rg is required for verify'; exit 127; }; } && ! rg -n 'AuthMode::Disabled|RunAuthMethod|RunSubjectProvenance|\\bActorRef\\b|\\bActorKind\\b|AuthenticatedSubject|AuthenticatedService|AuthorizeRunScoped|AuthorizeRunBlob|AuthorizeStageArtifact|AuthorizeCommandLog|auth_method\\s*==\\s*\"disabled\"' lib/crates apps lib/packages docs/public/api-reference/fabro-api.yaml 2>&1 && cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings 2>&1 && cargo nextest run --workspace --status-level slow --profile ci 2>&1 && cargo dev docs check 2>&1 && bun install --frozen-lockfile 2>&1 && (cd apps/fabro-web && bun run typecheck) 2>&1 && (cd apps/fabro-web && bun run test) 2>&1 && (cd lib/packages/fabro-api-client && bun run typecheck) 2>&1 && cargo dev build -- -p fabro-cli --release 2>&1",
+  "command": "exec 2>&1\ngit fetch origin main 2>&1 && git merge --no-edit --no-stat origin/main 2>&1 && cargo +nightly-2026-04-14 fmt --all 2>&1 && cargo dev docs refresh 2>&1 && cargo +nightly-2026-04-14 fmt --check --all 2>&1 && { command -v rg >/dev/null 2>&1 || { echo 'rg is required for verify'; exit 127; }; } && ! rg -n 'AuthMode::Disabled|RunAuthMethod|RunSubjectProvenance|\\bActorRef\\b|\\bActorKind\\b|AuthenticatedSubject|AuthenticatedService|AuthorizeRunScoped|AuthorizeRunBlob|AuthorizeStageArtifact|AuthorizeCommandLog|auth_method\\s*==\\s*\"disabled\"' lib/crates apps lib/packages docs/public/api-reference/fabro-api.yaml 2>&1 && cargo +nightly-2026-04-14 clippy --workspace --all-targets -- -D warnings 2>&1 && cargo nextest run --workspace --status-level slow --profile ci 2>&1 && cargo dev docs check 2>&1 && bun install --frozen-lockfile 2>&1 && (cd apps/fabro-web && bun run typecheck) 2>&1 && (cd apps/fabro-web && bun run test) 2>&1 && (cd lib/packages/fabro-api-client && bun run typecheck) 2>&1 && cargo dev build -- -p fabro-cli --release 2>&1",
+  "language": "shell",
+  "timeout_ms": 1800000
+}
\ No newline at end of file