From ed677d84c4e3cc30b8f9487e005d12c79de8661f Mon Sep 17 00:00:00 2001
From: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Date: Sat, 31 Oct 2026 18:31:49 +0800
Subject: [PATCH] Bind the single additional KV pair to its reviewed refreshed
 freeze

Data, inventory and locator only. Preserve the elapsed window and historical claims; retain exact qualified source, fixed task and budgets. Public comment binds the prospectively refreshed deadline without dispatching a workflow.

Publication tree matches independently reviewed local commit fe7522ab86ec5b502f8135d69bc099e3f7f4c322.

Signed-off-by: Codex <codex@openai.com>
Agent-assisted-by: Codex (gpt-6-astra, xhigh)
---
 .../results/hosted-41182807900/integrity.json |    4 +
 .../qualification-artifact.zip                |  Bin 0 -> 186706 bytes
 .../hosted-41182807900/qualification.json     | 2114 +++++++++++++++++
 .../plan/second-attempt-1200/README.md        |   33 +
 .../plan/second-attempt-1200/integrity.json   |    4 +
 .../plan/second-attempt-1200/plan.json        |  308 +++
 .../plan/second-attempt/A2.json               |    1 +
 .../plan/second-attempt/A3.json               |    1 +
 .../plan/second-attempt/README.md             |   35 +
 .../plan/second-attempt/integrity.json        |    6 +
 .../plan/second-attempt/plan.json             |  308 +++
 tests/test_evidence_inventory.py              |    2 +-
 tools/evidence_inventory.json                 |    7 +-
 tools/kv_live_authorization.json              |    4 +-
 14 files changed, 2822 insertions(+), 5 deletions(-)
 create mode 100644 evidence/kv-actor-qualification-20261030/results/hosted-41182807900/integrity.json
 create mode 100644 evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification-artifact.zip
 create mode 100644 evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification.json
 create mode 100644 evidence/kv-live-pilot-20261031/plan/second-attempt-1200/README.md
 create mode 100644 evidence/kv-live-pilot-20261031/plan/second-attempt-1200/integrity.json
 create mode 100644 evidence/kv-live-pilot-20261031/plan/second-attempt-1200/plan.json
 create mode 100644 evidence/kv-live-pilot-20261031/plan/second-attempt/A2.json
 create mode 100644 evidence/kv-live-pilot-20261031/plan/second-attempt/A3.json
 create mode 100644 evidence/kv-live-pilot-20261031/plan/second-attempt/README.md
 create mode 100644 evidence/kv-live-pilot-20261031/plan/second-attempt/integrity.json
 create mode 100644 evidence/kv-live-pilot-20261031/plan/second-attempt/plan.json

diff --git a/evidence/kv-actor-qualification-20261030/results/hosted-41182807900/integrity.json b/evidence/kv-actor-qualification-20261030/results/hosted-41182807900/integrity.json
new file mode 100644
index 00000000..44136486
--- /dev/null
+++ b/evidence/kv-actor-qualification-20261030/results/hosted-41182807900/integrity.json
@@ -0,0 +1,4 @@
+{
+  "results/hosted-41182807900/qualification-artifact.zip": "93baf16bdf448abaddbec567f7bbc507f4799a44ee583f16c3135c2a5029b005",
+  "results/hosted-41182807900/qualification.json": "f5228b65e714d82c5f38fa080cfb4224bad813940d07bdb4a9c2497c669da25f"
+}
diff --git a/evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification-artifact.zip b/evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification-artifact.zip
new file mode 100644
index 0000000000000000000000000000000000000000..4de726335d78c122347377fd7ebdb3db99af2e5f
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diff --git a/evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification.json b/evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification.json
new file mode 100644
index 00000000..bf09ffa8
--- /dev/null
+++ b/evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification.json
@@ -0,0 +1,2114 @@
+{
+  "schema": "kv-scripted-actor-qualification-v1",
+  "revision": "e4de8d8b271a9f87c8fe26e5417bbaf1ca115360",
+  "snapshot_hash": "a13dace0f0e4f2c1bd88d38dda85c7f41e64c85a6bc727c5a23f196875dcd892",
+  "plan_sha256": "b2f2d4fa301573b1bfb451fb0ce7f1777bfcd8c8088a61576af8703c45cd7949",
+  "qualifier_sha256": "f5b5e884f3f4313d39ba8392ba58f1b29c9af0d1ceed9195347092fc7279cd5f",
+  "dependencies": {
+    "src/inferrsi/__init__.py": "606691627d4b346e60072208ada8d6b4df2409de190daffb7795c2cc24517e47",
+    "src/inferrsi/claim.py": "5f24c4fa91b48f0bb4d4554531607763fc8fc108e90f332816f06cfb520b5cc1",
+    "src/inferrsi/harness/__init__.py": "1006e4713003f44bfb32b2e385a918e1652b9e9833801e4555674a71e57fb0d5",
+    "src/inferrsi/harness/evaluation.py": "20d0c52145600a5d6b1e513b61f2fffaa459b83db194876be40726bd4f343a59",
+    "src/inferrsi/harness/kv_edit_workbench.py": "bc1f64c8aae39534b8052fdd9a6f3a6b8e63f7a9e9c93cd1077c37ef99cc6f69",
+    "src/inferrsi/harness/kv_reclamation.py": "56878c4d1bdda096ac681cadf2d99377bec59d47839802fdf94cfbd9066dc8b9",
+    "src/inferrsi/harness/reporting.py": "38c58f02c44e8c8aeacf46527e142be0e3142a83e4b2693246d0ca76c0ddd7c3",
+    "src/inferrsi/harness/runner.py": "d290fc87710e77c8e6069e95bb0d347016a393707592d2eed98f07951f2d0865",
+    "src/inferrsi/harness/scenarios/__init__.py": "4e97913c806077f0cadfeb29d986d2fa75b55ab8766cb86e6e3e9a195a9a1f5a",
+    "src/inferrsi/harness/scenarios/external.py": "f3f8d4fc516ebce81c26d82248e83f79b299eed0fc17ce73e2844995aea9c3f9",
+    "src/inferrsi/harness/skill_eval_engineering.py": "c83097f6069dd3e09046080b61c88aebc0922d09aab3fd5f1a03d8f04ec976f2",
+    "src/inferrsi/infra/__init__.py": "8779897733779266841b0f79b84b1dc43f0fa57c013855c906c809829ecfc77c",
+    "src/inferrsi/infra/artifacts.py": "bcf3adf325e34e10a4ecb4baf0af855ddca3d77eff76de5b66e493baaa3d7eaf",
+    "src/inferrsi/infra/executors/__init__.py": "327c3cd5c821c832ff260a41dba0ee1e439cdabefc9edfb9cad1cd38d14bc87a",
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+      "A3/run/worker/workbench/check-002/trace-003/stdout.log",
+      "A3/run/worker/workbench/check-002/trace-004/execution.json",
+      "A3/run/worker/workbench/check-002/trace-004/stderr.log",
+      "A3/run/worker/workbench/check-002/trace-004/stdout.log",
+      "A3/run/worker/workbench/check-002/trace-005/execution.json",
+      "A3/run/worker/workbench/check-002/trace-005/stderr.log",
+      "A3/run/worker/workbench/check-002/trace-005/stdout.log",
+      "A3/run/worker/workbench/check-002/trace-006/execution.json",
+      "A3/run/worker/workbench/check-002/trace-006/stderr.log",
+      "A3/run/worker/workbench/check-002/trace-006/stdout.log",
+      "A3/run/worker/workbench/check-002/trace-007/execution.json",
+      "A3/run/worker/workbench/check-002/trace-007/stderr.log",
+      "A3/run/worker/workbench/check-002/trace-007/stdout.log",
+      "A3/run/worker/workbench/check-002/trace-008/execution.json",
+      "A3/run/worker/workbench/check-002/trace-008/stderr.log",
+      "A3/run/worker/workbench/check-002/trace-008/stdout.log",
+      "A3/run/worker/workbench/check-002/trace-009/execution.json",
+      "A3/run/worker/workbench/check-002/trace-009/stderr.log",
+      "A3/run/worker/workbench/check-002/trace-009/stdout.log",
+      "A3/run/worker/workbench/check-002/trace-010/execution.json",
+      "A3/run/worker/workbench/check-002/trace-010/stderr.log",
+      "A3/run/worker/workbench/check-002/trace-010/stdout.log",
+      "A3/run/worker/workbench/revisions/revision-0000/candidate.py",
+      "A3/run/worker/workbench/revisions/revision-0000/receipt.json",
+      "A3/run/worker/workbench/revisions/revision-0001/candidate.py",
+      "A3/run/worker/workbench/revisions/revision-0001/receipt.json",
+      "A3/run/worker/workbench/revisions/revision-0002/candidate.py",
+      "A3/run/worker/workbench/revisions/revision-0002/receipt.json",
+      "A3/workspace/CONTRACT.md",
+      "A3/workspace/candidate.py",
+      "A3/workspace/development.json",
+      "A3/workspace/knowledge/SKILL.md",
+      "A3/workspace/knowledge/metadata.json",
+      "A3/workspace/knowledge/references/source-notes.md",
+      "A3/workspace/task.json",
+      "A3/workspace/workbench.md",
+      "cleanup/cancel/result.json",
+      "cleanup/cancel/sandbox/stderr.log",
+      "cleanup/cancel/sandbox/stdout.log",
+      "cleanup/cancel/worker/stderr.log",
+      "cleanup/cancel/worker/stdout.log",
+      "cleanup/cancel-supervisor/stderr.log",
+      "cleanup/cancel-supervisor/stdout.log",
+      "cleanup/normal/result.json",
+      "cleanup/normal/sandbox/stderr.log",
+      "cleanup/normal/sandbox/stdout.log",
+      "cleanup/normal/worker/stderr.log",
+      "cleanup/normal/worker/stdout.log",
+      "cleanup/normal-supervisor/stderr.log",
+      "cleanup/normal-supervisor/stdout.log",
+      "cleanup/qualification.json",
+      "cleanup/timeout/result.json",
+      "cleanup/timeout/sandbox/stderr.log",
+      "cleanup/timeout/sandbox/stdout.log",
+      "cleanup/timeout/worker/stderr.log",
+      "cleanup/timeout/worker/stdout.log",
+      "cleanup/timeout-supervisor/stderr.log",
+      "cleanup/timeout-supervisor/stdout.log",
+      "runtime/probe/execution.json",
+      "runtime/probe/stderr.log",
+      "runtime/probe/stdout.log"
+    ]
+  },
+  "source_unchanged": true
+}
diff --git a/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/README.md b/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/README.md
new file mode 100644
index 00000000..77bb00be
--- /dev/null
+++ b/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/README.md
@@ -0,0 +1,33 @@
+# Prospectively refreshed window for the same single additional pair
+
+This is the current 12:00 UTC planning window, not another comparison. The
+[earlier 10:00 plan](../second-attempt/plan.json) is preserved byte-for-byte as
+unexecuted history: its latest admission time passed without a dispatch or new
+claim. Its price evidence and draft authorization are not relabelled or extended.
+
+Relative to that reviewed plan, only the two expiry fields and two public
+price-evidence URLs change. The unique campaign/execution IDs, PR275 exception,
+old claimed binding/checkpoints, diagnostics-capable source, original qualified
+actor ZIP/receipt, task/K/controls/verifier, common actor contracts and equal 8+8
+limits remain identical. No provider, credential setting, runtime or workflow
+changes, refund, reset, third attempt or automatic retry are introduced.
+
+[Fresh price/accounting evidence](https://github.com/InferMatrixLab/InferRSI/issues/248#issuecomment-6542191862)
+was checked at 10:22–10:23 UTC. The new window ends **2026-10-31 12:00 UTC**;
+actual admission must be **no later than 11:38 UTC**, preserving 1,320 seconds of
+runway after queue/preflight. This is not a provider price guarantee or renewed
+account verification. Changed or uncertain prices/group applicability, source,
+qualification or accounting must stop admission. A missed window is not silently
+extended.
+
+The full first unknown-cost $162.72 claim and $491.35 unrelated carryover remain.
+One new $162.72 bound would total PR275/pilot $325.44 and observed daily $816.79;
+PR275's scoped cap stays $350, other PRs $200, and day/pilot ceilings $1,000.
+These are retained commitments, not actual invoices. The first run's omitted
+cause and bill remain unknown; its consumed slot is not proof of a grant or HTTP.
+
+The real public freeze/locator, exact current-main identity, current-host
+preflight and fresh anchored admission remain mandatory. These data do not
+execute a candidate or model, and software qualification is not efficacy or
+service evidence. Existing candidate/grader secret boundaries and first-failure
+retention remain unchanged.
diff --git a/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/integrity.json b/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/integrity.json
new file mode 100644
index 00000000..fe3389db
--- /dev/null
+++ b/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/integrity.json
@@ -0,0 +1,4 @@
+{
+  "plan/second-attempt-1200/plan.json": "6ce8ecfec8bd9a677bff4319e451ed997159e44a8aff9d4b0db98515d7035b24",
+  "plan/second-attempt-1200/README.md": "c56c46ffe2fd99a22f2b7a6e621e7cf9d17663a3f56d070a4c4451f699be5b15"
+}
diff --git a/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/plan.json b/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/plan.json
new file mode 100644
index 00000000..00328267
--- /dev/null
+++ b/evidence/kv-live-pilot-20261031/plan/second-attempt-1200/plan.json
@@ -0,0 +1,308 @@
+{
+  "actors": {
+    "A2": {
+      "config": {
+        "bytes": 3527,
+        "path": "evidence/kv-live-pilot-20261031/plan/second-attempt/A2.json",
+        "sha256": "4abdd77aecd9c654000226bf80cdb5e77c4310d2d4aab0a41e97b6c3bebb1bdb"
+      },
+      "workspace": [
+        {
+          "path": "CONTRACT.md",
+          "source": {
+            "bytes": 5608,
+            "path": "evidence/kv-reclamation-20261030/validator/independent/CONTRACT.md",
+            "sha256": "85714ad11d360ca885c417cb4d56ef4ecf289e3a0c24696e94808e45661d2ccd"
+          }
+        },
+        {
+          "path": "candidate.py",
+          "source": {
+            "bytes": 3386,
+            "path": "tests/fixtures/kv_reclamation/candidate.py",
+            "sha256": "a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d"
+          }
+        },
+        {
+          "path": "development.json",
+          "source": {
+            "bytes": 11315,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/development.json",
+            "sha256": "e6da6e89af6a2956cc8f7dfe494b61fe9919900eefac5cb724bb508947dcb56c"
+          }
+        },
+        {
+          "path": "task.json",
+          "source": {
+            "bytes": 214,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/task.json",
+            "sha256": "8ee9cc95f07c8c36550f25008862f381a0a0a457bf2f62d4e644c6e38cfad44b"
+          }
+        },
+        {
+          "path": "workbench.md",
+          "source": {
+            "bytes": 950,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/workbench.md",
+            "sha256": "97596737c04f1904941e6eddd0090107af762d2743625260bf2185a35d85df5f"
+          }
+        }
+      ]
+    },
+    "A3": {
+      "config": {
+        "bytes": 3907,
+        "path": "evidence/kv-live-pilot-20261031/plan/second-attempt/A3.json",
+        "sha256": "ab4b0839c5ca6b093b6ea7dd34de2ea4021baadc704dbe993d5d6eb28c57bf95"
+      },
+      "workspace": [
+        {
+          "path": "CONTRACT.md",
+          "source": {
+            "bytes": 5608,
+            "path": "evidence/kv-reclamation-20261030/validator/independent/CONTRACT.md",
+            "sha256": "85714ad11d360ca885c417cb4d56ef4ecf289e3a0c24696e94808e45661d2ccd"
+          }
+        },
+        {
+          "path": "candidate.py",
+          "source": {
+            "bytes": 3386,
+            "path": "tests/fixtures/kv_reclamation/candidate.py",
+            "sha256": "a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d"
+          }
+        },
+        {
+          "path": "development.json",
+          "source": {
+            "bytes": 11315,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/development.json",
+            "sha256": "e6da6e89af6a2956cc8f7dfe494b61fe9919900eefac5cb724bb508947dcb56c"
+          }
+        },
+        {
+          "path": "knowledge/SKILL.md",
+          "source": {
+            "bytes": 7139,
+            "path": "src/inferrsi/data/skill_library/repositories/vllm/audit-vllm-kv-lifetimes/SKILL.md",
+            "sha256": "4c3f27459df239f9f4fc971c559d4c9ddfbfebd70507a8a93be8eae59a30b69d"
+          }
+        },
+        {
+          "path": "knowledge/metadata.json",
+          "source": {
+            "bytes": 781,
+            "path": "src/inferrsi/data/skill_library/repositories/vllm/audit-vllm-kv-lifetimes/metadata.json",
+            "sha256": "b43fc3a7ccae59c664fcdf9ff77962edcc07c2a3df8b59324db551642bd23e23"
+          }
+        },
+        {
+          "path": "knowledge/references/source-notes.md",
+          "source": {
+            "bytes": 13853,
+            "path": "src/inferrsi/data/skill_library/repositories/vllm/audit-vllm-kv-lifetimes/references/source-notes.md",
+            "sha256": "3665b034594fc8cc767c408002f4e16f8803369242405027c7f37ce6c9ecebe9"
+          }
+        },
+        {
+          "path": "task.json",
+          "source": {
+            "bytes": 214,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/task.json",
+            "sha256": "8ee9cc95f07c8c36550f25008862f381a0a0a457bf2f62d4e644c6e38cfad44b"
+          }
+        },
+        {
+          "path": "workbench.md",
+          "source": {
+            "bytes": 950,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/workbench.md",
+            "sha256": "97596737c04f1904941e6eddd0090107af762d2743625260bf2185a35d85df5f"
+          }
+        }
+      ]
+    }
+  },
+  "arm_order": [
+    "A2",
+    "A3"
+  ],
+  "budget_exception": {
+    "additional_attempts": 1,
+    "campaign_id": "kv-reclamation-feasibility-20261031-second",
+    "daily_checkpoint": "936569a520083cb359a375d3d474a2391a15edae",
+    "execution_id": "kv-reclamation-one-pair-2",
+    "key": {
+      "pr_number": 275,
+      "repository_id": 1409534281
+    },
+    "pilot_lifetime_cap_microusd": 1000000000,
+    "pr_checkpoint": "23bae89818a0eb4f1ed9ccda2361d10cbf3908ed",
+    "pr_lifetime_cap_microusd": 350000000,
+    "prior_binding": {
+      "plan_digest": "1f7051e0872e8b790c8d1a7c0aa1e03a6bcd08385af510c3d0b1621f54adac6c",
+      "run_id": "kv-reclamation-one-pair-v1:kv-reclamation-feasibility-20261031",
+      "worst_case": 162720000
+    },
+    "schema": "kv-one-additional-attempt-v1"
+  },
+  "campaign_id": "kv-reclamation-feasibility-20261031-second",
+  "charge_head": "5af3553683137582d624379d26c2c5f7cc9e2785",
+  "charge_pr": 275,
+  "daily_ledger": {
+    "checkpoint_commit": "936569a520083cb359a375d3d474a2391a15edae",
+    "genesis_commit": "1d3df4ea3924c2b4ce92f051becf566839d66c9c",
+    "ref": "refs/heads/skill-eval-budget/1409534281/daily"
+  },
+  "dependencies": {
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+    "tests/fixtures/kv_reclamation/candidate.py": "a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d",
+    "tests/fixtures/kv_reclamation/workload.py": "aac18d5edc5c9421ea7d28bec475f7089478baa7ae644ec12ddb368a0efe4bc7",
+    "tools/kv_edit_inputs.py": "485a12e198054b683cd2c6dd6abdbce47a76aec094506f930cb27ebed213eeab",
+    "tools/kv_edit_pilot.py": "2e1a2baa9586436d27b3004cb68addc16fa0685bc90961406e31d03f69c3fee3",
+    "tools/kv_live_job.py": "f58e9f2d8a714a7d010aa50fa134ce9295fa88d1c1f8a4dc093895085f5863fc",
+    "tools/kv_live_policy.py": "a2537e0dc5ba111781fdd9adecbb6b1f6766d573ac3910d13c0b0a9187ff005a",
+    "tools/kv_live_worker.py": "19b0b3765a56b1ae33eef62cac496a793f5844ff42e82bdc6cf21aa76617909c",
+    "tools/kv_pilot_admission.py": "1538a51f3a7e116cd2039006b874f7a9211a0344b30f587d707fc4f7dfb34949",
+    "tools/kv_runtime_qualification.py": "4dc0dfb45f5ed1eb5f31e3843df81d6b5c22c373d69f2d6c47629f202ac03a0c",
+    "tools/kv_worker_supervisor.py": "7b2f25148bc0b14536321aa45b434c23424c53858760a708689a28774d585168",
+    "tools/qualify_kv_actor_cleanup.py": "45030c6054056c91706701c1c24c5028acac53e8bd2692ae45ab3163941945b0",
+    "tools/qualify_kv_edit_actor.py": "f5b5e884f3f4313d39ba8392ba58f1b29c9af0d1ceed9195347092fc7279cd5f",
+    "tools/qualify_kv_reclamation.py": "b53efb547ff6dec04492d08f41b9479afee5d07bbee964911a264f453e620815",
+    "tools/skill_eval_budget.py": "4e88ad86ab7f7e2be22e3966c825a217faf166df213e5e4b5449a72bfdb1b88f",
+    "tools/skill_eval_budget_git.py": "488b5c963c77021fbb25802909b599e72a21b44c2cd7dcdc4dbab8d712863e30",
+    "tools/skill_eval_pr.py": "156a2b44f98fb30e97bad875efc889855a6ca543000d95a50e7577a487c56a1d"
+  },
+  "execution_id": "kv-reclamation-one-pair-2",
+  "expires_at": 1793448000,
+  "final_repetitions": 8,
+  "final_seconds": 180,
+  "final_suite": {
+    "bytes": 538674,
+    "path": "evidence/kv-live-pilot-20261031/plan/final-suite.json",
+    "sha256": "ff3de0b55e0eb40120b7b3b13559b070f0ea02cd02b08606bfd5d51014352654"
+  },
+  "hidden_traces": {
+    "bytes": 109803,
+    "path": "evidence/kv-live-pilot-20261031/plan/hidden-traces.json",
+    "sha256": "935058055afeb86a8eab4a4f185ef3c11bccf2f6f58bcb32fb23e6c3624d9284"
+  },
+  "issue": 248,
+  "ledger": {
+    "checkpoint_commit": "23bae89818a0eb4f1ed9ccda2361d10cbf3908ed",
+    "genesis_commit": "6ab781845dbbb9c5f566a83134b201d75075821f",
+    "ref": "refs/heads/skill-eval-budget/1409534281/275"
+  },
+  "price_evidence": "https://github.com/InferMatrixLab/InferRSI/issues/248#issuecomment-6542191862",
+  "prior_owner_group_statement": "https://github.com/InferMatrixLab/InferRSI/issues/253#issuecomment-6518412099; unchanged historical owner statement dated 2026-10-30, not a new account/invoice check or extension of the expired parser plan. Stop if applicability or rates become uncertain.",
+  "provider": {
+    "client": {
+      "api_version": "2023-06-01",
+      "endpoint": "https://yibuapi.com/v1/messages",
+      "kind": "anthropic-messages-edit-check-v1",
+      "max_output_tokens": 4096,
+      "max_read_bytes": 65536,
+      "max_request_bytes": 262144,
+      "max_requests": 8,
+      "max_tool_calls": 32,
+      "provider": "yibuapi"
+    },
+    "model": {
+      "effort": "not_applicable",
+      "name": "claude-opus-5-5"
+    },
+    "pricing": {
+      "currency": "USD",
+      "expires_at": 1793448000,
+      "group": "owner-attested default/claude-code/claude-code-pro equal-price class",
+      "max_input_tokens": 1000000,
+      "model": "claude-opus-5-5",
+      "rate_evidence": "https://github.com/InferMatrixLab/InferRSI/issues/248#issuecomment-6542191862",
+      "rates": {
+        "cache_read": "0.4",
+        "cache_write": "10",
+        "input": "8",
+        "output": "40"
+      },
+      "request_fee": "0",
+      "unit": "per_million_tokens"
+    },
+    "spend_limit": {
+      "amount": "162.72",
+      "currency": "USD"
+    }
+  },
+  "qualification": {
+    "archive": {
+      "bytes": 186706,
+      "path": "evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification-artifact.zip",
+      "sha256": "93baf16bdf448abaddbec567f7bbc507f4799a44ee583f16c3135c2a5029b005"
+    },
+    "artifact_id": 13034764841,
+    "dependencies_sha256": "d6d1103126fac4332a4eef8e9ecadd4e2de5b79b56d51b340abc21fc16e6541a",
+    "head": "1566c3700079c4eab133058083bdb48c12e88333",
+    "receipt": {
+      "bytes": 82329,
+      "path": "evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification.json",
+      "sha256": "f5228b65e714d82c5f38fa080cfb4224bad813940d07bdb4a9c2497c669da25f"
+    },
+    "revision": "e4de8d8b271a9f87c8fe26e5417bbaf1ca115360",
+    "run_attempt": 1,
+    "run_id": 41182807900
+  },
+  "repository_id": 1409534281,
+  "schema": "kv-live-plan-v2",
+  "scope": "Exactly one authorized additional exploratory synthetic CPU editing pair; same original task/K/controls/verifier/metrics and equal 8+8 budgets. Prior full claim and all first-run evidence remain immutable. No third attempt, automatic retry, refund, replan or relaunch. Near-transfer feasibility only; timing is nonheldout, not a vLLM-conformance, independent knowledge-efficacy or service claim.",
+  "suite": {
+    "bytes": 538671,
+    "path": "evidence/kv-live-pilot-20261031/plan/visible-suite.json",
+    "sha256": "812ac3e5dd686271d40598e8b8d35faa6f039888f1d36852e571b11b36c600bc"
+  }
+}
diff --git a/evidence/kv-live-pilot-20261031/plan/second-attempt/A2.json b/evidence/kv-live-pilot-20261031/plan/second-attempt/A2.json
new file mode 100644
index 00000000..708985a1
--- /dev/null
+++ b/evidence/kv-live-pilot-20261031/plan/second-attempt/A2.json
@@ -0,0 +1 @@
+{"actor_sha256":"af1ed26942b295758dfe93432109a62ded6ad08aca294d48527269dd8f764298","arm":"A2","baseline_sha256":"a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d","client":{"api_version":"2023-06-01","endpoint":"https://yibuapi.com/v1/messages","kind":"anthropic-messages-edit-check-v1","max_output_tokens":4096,"max_read_bytes":65536,"max_request_bytes":262144,"max_requests":8,"max_tool_calls":32,"provider":"yibuapi"},"dependencies":{"src/inferrsi/claim.py":"5f24c4fa91b48f0bb4d4554531607763fc8fc108e90f332816f06cfb520b5cc1","src/inferrsi/harness/evaluation.py":"20d0c52145600a5d6b1e513b61f2fffaa459b83db194876be40726bd4f343a59","src/inferrsi/harness/kv_edit_workbench.py":"bc1f64c8aae39534b8052fdd9a6f3a6b8e63f7a9e9c93cd1077c37ef99cc6f69","src/inferrsi/harness/kv_reclamation.py":"56878c4d1bdda096ac681cadf2d99377bec59d47839802fdf94cfbd9066dc8b9","src/inferrsi/harness/reporting.py":"38c58f02c44e8c8aeacf46527e142be0e3142a83e4b2693246d0ca76c0ddd7c3","src/inferrsi/harness/runner.py":"d290fc87710e77c8e6069e95bb0d347016a393707592d2eed98f07951f2d0865","src/inferrsi/harness/skill_eval_engineering.py":"c83097f6069dd3e09046080b61c88aebc0922d09aab3fd5f1a03d8f04ec976f2","src/inferrsi/infra/artifacts.py":"bcf3adf325e34e10a4ecb4baf0af855ddca3d77eff76de5b66e493baaa3d7eaf","src/inferrsi/infra/executors/local.py":"37bcbca9f3261c8c58a8bf806c9da40720b18d0676c82e8ed24c3901ac9bbe77","src/inferrsi/infra/processes.py":"3b96ebc7a50913e78e86ff3dcba74c8ee8d03d547d9591ca6488f390ac1e6189","src/inferrsi/runspec.py":"dca0952425caf42095ef0c7e2feb8ef4740cc422ecb61e777f203962d9b87709","src/inferrsi/summary_chart.py":"d29023d60f6be804c1b01c9eb73765d4824d6c3bb870fe22c99a24544bc1d8bc","tools/kv_edit_pilot.py":"2e1a2baa9586436d27b3004cb68addc16fa0685bc90961406e31d03f69c3fee3","tools/kv_live_worker.py":"19b0b3765a56b1ae33eef62cac496a793f5844ff42e82bdc6cf21aa76617909c","tools/kv_worker_supervisor.py":"7b2f25148bc0b14536321aa45b434c23424c53858760a708689a28774d585168"},"edit_plan":{"callbacks_sha256":"3653820986096b4dcb328ea5a16a9b4cd4f6bd7185055a73e4c669ad0a0706e4","check_ids":["dev_initial_empty","dev_empty","dev_requires_save","dev_requires_fence","dev_requires_finish","dev_no_save","dev_order_and_nonblocking","dev_reuse","dev_invalid_atomic","development_seed_11","development_seed_23"],"direction":"minimize","files":[{"bytes":5608,"path":"CONTRACT.md","sha256":"85714ad11d360ca885c417cb4d56ef4ecf289e3a0c24696e94808e45661d2ccd"},{"bytes":3386,"path":"candidate.py","sha256":"a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d"},{"bytes":11315,"path":"development.json","sha256":"e6da6e89af6a2956cc8f7dfe494b61fe9919900eefac5cb724bb508947dcb56c"},{"bytes":214,"path":"task.json","sha256":"8ee9cc95f07c8c36550f25008862f381a0a0a457bf2f62d4e644c6e38cfad44b"},{"bytes":950,"path":"workbench.md","sha256":"97596737c04f1904941e6eddd0090107af762d2743625260bf2185a35d85df5f"}],"limits":{"benchmark_repetitions":2,"max_benchmarks":4,"max_checks":8,"max_feedback_bytes":8192,"max_seconds":600,"max_source_bytes":65536,"max_writes":8},"metric_key":"elapsed_seconds","metric_unit":"seconds"},"input_token_ceiling":1000000,"model":"claude-opus-5-5","prompt":"Use only the exposed task, contract, starter and fixed visible workbench. Only candidate.py may change. External links are not readable files. Finish after current-revision checks and measurement. Any supplied knowledge is fallible guidance.","schema":"kv-live-worker-v1","suite_sha256":"812ac3e5dd686271d40598e8b8d35faa6f039888f1d36852e571b11b36c600bc"}
\ No newline at end of file
diff --git a/evidence/kv-live-pilot-20261031/plan/second-attempt/A3.json b/evidence/kv-live-pilot-20261031/plan/second-attempt/A3.json
new file mode 100644
index 00000000..cf7d71af
--- /dev/null
+++ b/evidence/kv-live-pilot-20261031/plan/second-attempt/A3.json
@@ -0,0 +1 @@
+{"actor_sha256":"fc6a3eecc06856a9798f9ea542e3adf6a0ece66b60413af8e74390ee4e568ab3","arm":"A3","baseline_sha256":"a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d","client":{"api_version":"2023-06-01","endpoint":"https://yibuapi.com/v1/messages","kind":"anthropic-messages-edit-check-v1","max_output_tokens":4096,"max_read_bytes":65536,"max_request_bytes":262144,"max_requests":8,"max_tool_calls":32,"provider":"yibuapi"},"dependencies":{"src/inferrsi/claim.py":"5f24c4fa91b48f0bb4d4554531607763fc8fc108e90f332816f06cfb520b5cc1","src/inferrsi/harness/evaluation.py":"20d0c52145600a5d6b1e513b61f2fffaa459b83db194876be40726bd4f343a59","src/inferrsi/harness/kv_edit_workbench.py":"bc1f64c8aae39534b8052fdd9a6f3a6b8e63f7a9e9c93cd1077c37ef99cc6f69","src/inferrsi/harness/kv_reclamation.py":"56878c4d1bdda096ac681cadf2d99377bec59d47839802fdf94cfbd9066dc8b9","src/inferrsi/harness/reporting.py":"38c58f02c44e8c8aeacf46527e142be0e3142a83e4b2693246d0ca76c0ddd7c3","src/inferrsi/harness/runner.py":"d290fc87710e77c8e6069e95bb0d347016a393707592d2eed98f07951f2d0865","src/inferrsi/harness/skill_eval_engineering.py":"c83097f6069dd3e09046080b61c88aebc0922d09aab3fd5f1a03d8f04ec976f2","src/inferrsi/infra/artifacts.py":"bcf3adf325e34e10a4ecb4baf0af855ddca3d77eff76de5b66e493baaa3d7eaf","src/inferrsi/infra/executors/local.py":"37bcbca9f3261c8c58a8bf806c9da40720b18d0676c82e8ed24c3901ac9bbe77","src/inferrsi/infra/processes.py":"3b96ebc7a50913e78e86ff3dcba74c8ee8d03d547d9591ca6488f390ac1e6189","src/inferrsi/runspec.py":"dca0952425caf42095ef0c7e2feb8ef4740cc422ecb61e777f203962d9b87709","src/inferrsi/summary_chart.py":"d29023d60f6be804c1b01c9eb73765d4824d6c3bb870fe22c99a24544bc1d8bc","tools/kv_edit_pilot.py":"2e1a2baa9586436d27b3004cb68addc16fa0685bc90961406e31d03f69c3fee3","tools/kv_live_worker.py":"19b0b3765a56b1ae33eef62cac496a793f5844ff42e82bdc6cf21aa76617909c","tools/kv_worker_supervisor.py":"7b2f25148bc0b14536321aa45b434c23424c53858760a708689a28774d585168"},"edit_plan":{"callbacks_sha256":"3653820986096b4dcb328ea5a16a9b4cd4f6bd7185055a73e4c669ad0a0706e4","check_ids":["dev_initial_empty","dev_empty","dev_requires_save","dev_requires_fence","dev_requires_finish","dev_no_save","dev_order_and_nonblocking","dev_reuse","dev_invalid_atomic","development_seed_11","development_seed_23"],"direction":"minimize","files":[{"bytes":5608,"path":"CONTRACT.md","sha256":"85714ad11d360ca885c417cb4d56ef4ecf289e3a0c24696e94808e45661d2ccd"},{"bytes":3386,"path":"candidate.py","sha256":"a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d"},{"bytes":11315,"path":"development.json","sha256":"e6da6e89af6a2956cc8f7dfe494b61fe9919900eefac5cb724bb508947dcb56c"},{"bytes":7139,"path":"knowledge/SKILL.md","sha256":"4c3f27459df239f9f4fc971c559d4c9ddfbfebd70507a8a93be8eae59a30b69d"},{"bytes":781,"path":"knowledge/metadata.json","sha256":"b43fc3a7ccae59c664fcdf9ff77962edcc07c2a3df8b59324db551642bd23e23"},{"bytes":13853,"path":"knowledge/references/source-notes.md","sha256":"3665b034594fc8cc767c408002f4e16f8803369242405027c7f37ce6c9ecebe9"},{"bytes":214,"path":"task.json","sha256":"8ee9cc95f07c8c36550f25008862f381a0a0a457bf2f62d4e644c6e38cfad44b"},{"bytes":950,"path":"workbench.md","sha256":"97596737c04f1904941e6eddd0090107af762d2743625260bf2185a35d85df5f"}],"limits":{"benchmark_repetitions":2,"max_benchmarks":4,"max_checks":8,"max_feedback_bytes":8192,"max_seconds":600,"max_source_bytes":65536,"max_writes":8},"metric_key":"elapsed_seconds","metric_unit":"seconds"},"input_token_ceiling":1000000,"model":"claude-opus-5-5","prompt":"Use only the exposed task, contract, starter and fixed visible workbench. Only candidate.py may change. External links are not readable files. Finish after current-revision checks and measurement. Any supplied knowledge is fallible guidance.","schema":"kv-live-worker-v1","suite_sha256":"812ac3e5dd686271d40598e8b8d35faa6f039888f1d36852e571b11b36c600bc"}
\ No newline at end of file
diff --git a/evidence/kv-live-pilot-20261031/plan/second-attempt/README.md b/evidence/kv-live-pilot-20261031/plan/second-attempt/README.md
new file mode 100644
index 00000000..a564f16b
--- /dev/null
+++ b/evidence/kv-live-pilot-20261031/plan/second-attempt/README.md
@@ -0,0 +1,35 @@
+# One authorized additional synthetic pair — frozen DATA
+
+This versioned v2 plan preserves the original task, complete K, correct/incorrect
+controls, verifier, 11 development and 77 hidden traces, and visible/final timing
+workloads and thresholds. Equal eight-request budgets and all edit limits are
+unchanged. Only approved execution/provenance identities, diagnostics-capable
+source, fresh price evidence and the explicit budget exception differ.
+
+The prospective exception fixes PR275's lifetime cap at $350, keeps other PRs at
+$200 and day/pilot ceilings at $1,000. The exact old $162.72 unknown-cost claim
+and all carryover remain; the single new $162.72 bound would make PR liability
+$325.44 and observed daily liability $816.79. No third attempt, refund, reset,
+PR switch or automatic retry is allowed. The original first-run cause and billing
+remain unknown; its consumed slot does not prove a grant or HTTP delivery.
+
+New model-free qualification is Ready run 41182807900, attempt 1. Its original
+actor archive/receipt is retained at the versioned path in `plan.json`; the
+actual qualified source closure and both common actor contracts match this plan.
+Visible timing failures in scripted qualification remain failures, not model
+optimization evidence. This synthetic near-transfer pair is not a held-out
+knowledge efficacy, vLLM-conformance or service qualification.
+
+[Fresh public price/accounting evidence](https://github.com/InferMatrixLab/InferRSI/issues/248#issuecomment-6541090217)
+ends at 2026-10-31 10:00 UTC. Actual admission needs 1,320 seconds of remaining
+runway (no later than 09:38 UTC). This is not a provider price guarantee. The
+historical group statement is not renewed account verification. Stop on drift,
+uncertainty, expiry or incomplete evidence; do not silently extend this plan.
+
+These files alone grant no request. The exact owner public freeze and reviewed
+locator, current-main/run identity, current-host preflight and fresh anchored
+ledger admission must still pass. Existing credentials remain confined to the
+trusted execute step; neither candidates nor grading receive them. Final
+results, partial admission, unknown usage and first failures are retained
+without candidate/model reruns to replace missing evidence. The old plan and
+its original evidence are not changed or relabelled.
diff --git a/evidence/kv-live-pilot-20261031/plan/second-attempt/integrity.json b/evidence/kv-live-pilot-20261031/plan/second-attempt/integrity.json
new file mode 100644
index 00000000..8fb6fb40
--- /dev/null
+++ b/evidence/kv-live-pilot-20261031/plan/second-attempt/integrity.json
@@ -0,0 +1,6 @@
+{
+  "plan/second-attempt/A2.json": "4abdd77aecd9c654000226bf80cdb5e77c4310d2d4aab0a41e97b6c3bebb1bdb",
+  "plan/second-attempt/A3.json": "ab4b0839c5ca6b093b6ea7dd34de2ea4021baadc704dbe993d5d6eb28c57bf95",
+  "plan/second-attempt/plan.json": "42aceca9ac8350ee1ca5516033bc3e01769ba5f128c60c37ee4cbb17510fc02a",
+  "plan/second-attempt/README.md": "a2e8146620b865e6593a34b642d0e31d1524d83b04dab9368a23e39df7f26052"
+}
diff --git a/evidence/kv-live-pilot-20261031/plan/second-attempt/plan.json b/evidence/kv-live-pilot-20261031/plan/second-attempt/plan.json
new file mode 100644
index 00000000..358af4d1
--- /dev/null
+++ b/evidence/kv-live-pilot-20261031/plan/second-attempt/plan.json
@@ -0,0 +1,308 @@
+{
+  "actors": {
+    "A2": {
+      "config": {
+        "bytes": 3527,
+        "path": "evidence/kv-live-pilot-20261031/plan/second-attempt/A2.json",
+        "sha256": "4abdd77aecd9c654000226bf80cdb5e77c4310d2d4aab0a41e97b6c3bebb1bdb"
+      },
+      "workspace": [
+        {
+          "path": "CONTRACT.md",
+          "source": {
+            "bytes": 5608,
+            "path": "evidence/kv-reclamation-20261030/validator/independent/CONTRACT.md",
+            "sha256": "85714ad11d360ca885c417cb4d56ef4ecf289e3a0c24696e94808e45661d2ccd"
+          }
+        },
+        {
+          "path": "candidate.py",
+          "source": {
+            "bytes": 3386,
+            "path": "tests/fixtures/kv_reclamation/candidate.py",
+            "sha256": "a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d"
+          }
+        },
+        {
+          "path": "development.json",
+          "source": {
+            "bytes": 11315,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/development.json",
+            "sha256": "e6da6e89af6a2956cc8f7dfe494b61fe9919900eefac5cb724bb508947dcb56c"
+          }
+        },
+        {
+          "path": "task.json",
+          "source": {
+            "bytes": 214,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/task.json",
+            "sha256": "8ee9cc95f07c8c36550f25008862f381a0a0a457bf2f62d4e644c6e38cfad44b"
+          }
+        },
+        {
+          "path": "workbench.md",
+          "source": {
+            "bytes": 950,
+            "path": "evidence/kv-live-pilot-20261031/plan/public/workbench.md",
+            "sha256": "97596737c04f1904941e6eddd0090107af762d2743625260bf2185a35d85df5f"
+          }
+        }
+      ]
+    },
+    "A3": {
+      "config": {
+        "bytes": 3907,
+        "path": "evidence/kv-live-pilot-20261031/plan/second-attempt/A3.json",
+        "sha256": "ab4b0839c5ca6b093b6ea7dd34de2ea4021baadc704dbe993d5d6eb28c57bf95"
+      },
+      "workspace": [
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+  },
+  "arm_order": [
+    "A2",
+    "A3"
+  ],
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+    "pr_checkpoint": "23bae89818a0eb4f1ed9ccda2361d10cbf3908ed",
+    "pr_lifetime_cap_microusd": 350000000,
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+      "worst_case": 162720000
+    },
+    "schema": "kv-one-additional-attempt-v1"
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+  "charge_pr": 275,
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+    "genesis_commit": "1d3df4ea3924c2b4ce92f051becf566839d66c9c",
+    "ref": "refs/heads/skill-eval-budget/1409534281/daily"
+  },
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+    "evidence/kv-reclamation-20261030/validator/BENCHMARK_PROVENANCE.md": "54ba35ab354e0305f101bfb78d96eee016d1c3bad50b7a97d9452b8f254f2111",
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+    "evidence/kv-reclamation-20261030/validator/independent/CONTRACT.md": "85714ad11d360ca885c417cb4d56ef4ecf289e3a0c24696e94808e45661d2ccd",
+    "evidence/kv-reclamation-20261030/validator/independent/FREEZE.json": "163c21134a8155da2a6469d9dbddb6ea71cb162e14f53e1c4266fe8ce75126f7",
+    "evidence/kv-reclamation-20261030/validator/independent/INDEPENDENCE.md": "94acf341905fb171ef34aedbefb6f4d13fd485d0fc8013d9dc3027b64d97e6e6",
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+    "evidence/kv-reclamation-20261030/validator/independent/test_verifier.py": "88ef532797ebb502d5a9e0f0a5aea22080a1aec0f3a429bf23f260d0cd64e30f",
+    "evidence/kv-reclamation-20261030/validator/independent/verifier.py": "e641fa6088032e15568fe17e87385a9f97e7e1d8d702a65fb62084f99741f862",
+    "evidence/kv-reclamation-20261030/validator/source_workload.py": "aac18d5edc5c9421ea7d28bec475f7089478baa7ae644ec12ddb368a0efe4bc7",
+    "evidence/kv-reclamation-20261030/validator/supplemental-freeze.json": "717d7c1a4327f3bcaa9755c9b343a142e0223a651996893d7de3e4065cf6b6f0",
+    "evidence/kv-reclamation-20261030/validator/test_benchmark.py": "b3f06f781b5839b666e5b1e51e691bc88351ef9640b2c1e62b93af3364fd45da",
+    "pyproject.toml": "1c1c4e482c1577883fb6c4678c96571a86eb819b6fcc834937fe344fb4a94b1f",
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+    "src/inferrsi/data/skill_library/repositories/vllm/audit-vllm-kv-lifetimes/SKILL.md": "4c3f27459df239f9f4fc971c559d4c9ddfbfebd70507a8a93be8eae59a30b69d",
+    "src/inferrsi/data/skill_library/repositories/vllm/audit-vllm-kv-lifetimes/metadata.json": "b43fc3a7ccae59c664fcdf9ff77962edcc07c2a3df8b59324db551642bd23e23",
+    "src/inferrsi/data/skill_library/repositories/vllm/audit-vllm-kv-lifetimes/references/source-notes.md": "3665b034594fc8cc767c408002f4e16f8803369242405027c7f37ce6c9ecebe9",
+    "src/inferrsi/harness/__init__.py": "1006e4713003f44bfb32b2e385a918e1652b9e9833801e4555674a71e57fb0d5",
+    "src/inferrsi/harness/evaluation.py": "20d0c52145600a5d6b1e513b61f2fffaa459b83db194876be40726bd4f343a59",
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+    "src/inferrsi/harness/runner.py": "d290fc87710e77c8e6069e95bb0d347016a393707592d2eed98f07951f2d0865",
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+    "src/inferrsi/harness/scenarios/external.py": "f3f8d4fc516ebce81c26d82248e83f79b299eed0fc17ce73e2844995aea9c3f9",
+    "src/inferrsi/harness/skill_eval_engineering.py": "c83097f6069dd3e09046080b61c88aebc0922d09aab3fd5f1a03d8f04ec976f2",
+    "src/inferrsi/infra/__init__.py": "8779897733779266841b0f79b84b1dc43f0fa57c013855c906c809829ecfc77c",
+    "src/inferrsi/infra/artifacts.py": "bcf3adf325e34e10a4ecb4baf0af855ddca3d77eff76de5b66e493baaa3d7eaf",
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+    "src/inferrsi/infra/executors/local.py": "37bcbca9f3261c8c58a8bf806c9da40720b18d0676c82e8ed24c3901ac9bbe77",
+    "src/inferrsi/infra/processes.py": "3b96ebc7a50913e78e86ff3dcba74c8ee8d03d547d9591ca6488f390ac1e6189",
+    "src/inferrsi/infra/targets/__init__.py": "1f3ea75dded7c6cc967754c7b6d4f30ef00da8191a749938aabc3c6bb8f86eb3",
+    "src/inferrsi/infra/targets/git.py": "abb93f9332db336298102e28c06b9a7553597d4d03b957358602f60d61b1aa65",
+    "src/inferrsi/model/__init__.py": "3c1dba4f5159fd9fbc8d4d96e2a83c8441491c1b1dc7b42031a3fc1782ed9d9f",
+    "src/inferrsi/model/anthropic_agent.py": "284d52dd379b2948dd45ede167175010fe26615e5a307f848efcbe90c0ca5646",
+    "src/inferrsi/model/anthropic_edit_agent.py": "3db20467b07657c1a083f7968cfd996bbbffbe04f987bf4283a8d1456f679cf2",
+    "src/inferrsi/model/protocols/__init__.py": "5a2f54483b164de04e309dbebb87a700b213682b0f44a50d89a752dd71a4ce47",
+    "src/inferrsi/model/protocols/metrics.py": "5b32e296a746b6de30cb0c89f23f730296b0087884c1acc2b6127c1295d4db7a",
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+    "src/inferrsi/runspec.py": "dca0952425caf42095ef0c7e2feb8ef4740cc422ecb61e777f203962d9b87709",
+    "src/inferrsi/summary_chart.py": "d29023d60f6be804c1b01c9eb73765d4824d6c3bb870fe22c99a24544bc1d8bc",
+    "tests/fixtures/kv_reclamation/candidate.py": "a8cdf534deead1d9ba8351e436f1019a4608e15daae61e54a971aec13047928d",
+    "tests/fixtures/kv_reclamation/workload.py": "aac18d5edc5c9421ea7d28bec475f7089478baa7ae644ec12ddb368a0efe4bc7",
+    "tools/kv_edit_inputs.py": "485a12e198054b683cd2c6dd6abdbce47a76aec094506f930cb27ebed213eeab",
+    "tools/kv_edit_pilot.py": "2e1a2baa9586436d27b3004cb68addc16fa0685bc90961406e31d03f69c3fee3",
+    "tools/kv_live_job.py": "f58e9f2d8a714a7d010aa50fa134ce9295fa88d1c1f8a4dc093895085f5863fc",
+    "tools/kv_live_policy.py": "a2537e0dc5ba111781fdd9adecbb6b1f6766d573ac3910d13c0b0a9187ff005a",
+    "tools/kv_live_worker.py": "19b0b3765a56b1ae33eef62cac496a793f5844ff42e82bdc6cf21aa76617909c",
+    "tools/kv_pilot_admission.py": "1538a51f3a7e116cd2039006b874f7a9211a0344b30f587d707fc4f7dfb34949",
+    "tools/kv_runtime_qualification.py": "4dc0dfb45f5ed1eb5f31e3843df81d6b5c22c373d69f2d6c47629f202ac03a0c",
+    "tools/kv_worker_supervisor.py": "7b2f25148bc0b14536321aa45b434c23424c53858760a708689a28774d585168",
+    "tools/qualify_kv_actor_cleanup.py": "45030c6054056c91706701c1c24c5028acac53e8bd2692ae45ab3163941945b0",
+    "tools/qualify_kv_edit_actor.py": "f5b5e884f3f4313d39ba8392ba58f1b29c9af0d1ceed9195347092fc7279cd5f",
+    "tools/qualify_kv_reclamation.py": "b53efb547ff6dec04492d08f41b9479afee5d07bbee964911a264f453e620815",
+    "tools/skill_eval_budget.py": "4e88ad86ab7f7e2be22e3966c825a217faf166df213e5e4b5449a72bfdb1b88f",
+    "tools/skill_eval_budget_git.py": "488b5c963c77021fbb25802909b599e72a21b44c2cd7dcdc4dbab8d712863e30",
+    "tools/skill_eval_pr.py": "156a2b44f98fb30e97bad875efc889855a6ca543000d95a50e7577a487c56a1d"
+  },
+  "execution_id": "kv-reclamation-one-pair-2",
+  "expires_at": 1793440800,
+  "final_repetitions": 8,
+  "final_seconds": 180,
+  "final_suite": {
+    "bytes": 538674,
+    "path": "evidence/kv-live-pilot-20261031/plan/final-suite.json",
+    "sha256": "ff3de0b55e0eb40120b7b3b13559b070f0ea02cd02b08606bfd5d51014352654"
+  },
+  "hidden_traces": {
+    "bytes": 109803,
+    "path": "evidence/kv-live-pilot-20261031/plan/hidden-traces.json",
+    "sha256": "935058055afeb86a8eab4a4f185ef3c11bccf2f6f58bcb32fb23e6c3624d9284"
+  },
+  "issue": 248,
+  "ledger": {
+    "checkpoint_commit": "23bae89818a0eb4f1ed9ccda2361d10cbf3908ed",
+    "genesis_commit": "6ab781845dbbb9c5f566a83134b201d75075821f",
+    "ref": "refs/heads/skill-eval-budget/1409534281/275"
+  },
+  "price_evidence": "https://github.com/InferMatrixLab/InferRSI/issues/248#issuecomment-6541090217",
+  "prior_owner_group_statement": "https://github.com/InferMatrixLab/InferRSI/issues/253#issuecomment-6518412099; unchanged historical owner statement dated 2026-10-30, not a new account/invoice check or extension of the expired parser plan. Stop if applicability or rates become uncertain.",
+  "provider": {
+    "client": {
+      "api_version": "2023-06-01",
+      "endpoint": "https://yibuapi.com/v1/messages",
+      "kind": "anthropic-messages-edit-check-v1",
+      "max_output_tokens": 4096,
+      "max_read_bytes": 65536,
+      "max_request_bytes": 262144,
+      "max_requests": 8,
+      "max_tool_calls": 32,
+      "provider": "yibuapi"
+    },
+    "model": {
+      "effort": "not_applicable",
+      "name": "claude-opus-5-5"
+    },
+    "pricing": {
+      "currency": "USD",
+      "expires_at": 1793440800,
+      "group": "owner-attested default/claude-code/claude-code-pro equal-price class",
+      "max_input_tokens": 1000000,
+      "model": "claude-opus-5-5",
+      "rate_evidence": "https://github.com/InferMatrixLab/InferRSI/issues/248#issuecomment-6541090217",
+      "rates": {
+        "cache_read": "0.4",
+        "cache_write": "10",
+        "input": "8",
+        "output": "40"
+      },
+      "request_fee": "0",
+      "unit": "per_million_tokens"
+    },
+    "spend_limit": {
+      "amount": "162.72",
+      "currency": "USD"
+    }
+  },
+  "qualification": {
+    "archive": {
+      "bytes": 186706,
+      "path": "evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification-artifact.zip",
+      "sha256": "93baf16bdf448abaddbec567f7bbc507f4799a44ee583f16c3135c2a5029b005"
+    },
+    "artifact_id": 13034764841,
+    "dependencies_sha256": "d6d1103126fac4332a4eef8e9ecadd4e2de5b79b56d51b340abc21fc16e6541a",
+    "head": "1566c3700079c4eab133058083bdb48c12e88333",
+    "receipt": {
+      "bytes": 82329,
+      "path": "evidence/kv-actor-qualification-20261030/results/hosted-41182807900/qualification.json",
+      "sha256": "f5228b65e714d82c5f38fa080cfb4224bad813940d07bdb4a9c2497c669da25f"
+    },
+    "revision": "e4de8d8b271a9f87c8fe26e5417bbaf1ca115360",
+    "run_attempt": 1,
+    "run_id": 41182807900
+  },
+  "repository_id": 1409534281,
+  "schema": "kv-live-plan-v2",
+  "scope": "Exactly one authorized additional exploratory synthetic CPU editing pair; same original task/K/controls/verifier/metrics and equal 8+8 budgets. Prior full claim and all first-run evidence remain immutable. No third attempt, automatic retry, refund, replan or relaunch. Near-transfer feasibility only; timing is nonheldout, not a vLLM-conformance, independent knowledge-efficacy or service claim.",
+  "suite": {
+    "bytes": 538671,
+    "path": "evidence/kv-live-pilot-20261031/plan/visible-suite.json",
+    "sha256": "812ac3e5dd686271d40598e8b8d35faa6f039888f1d36852e571b11b36c600bc"
+  }
+}
diff --git a/tests/test_evidence_inventory.py b/tests/test_evidence_inventory.py
index 59574200..a6325fb3 100644
--- a/tests/test_evidence_inventory.py
+++ b/tests/test_evidence_inventory.py
@@ -146,5 +146,5 @@ def test_checked_in_inventory():
     result = validate_inventory(repo)
     assert result["errors"] == []
     assert len(result["bundles"]) == 19
-    assert result["checked_hashes"] == 377
+    assert result["checked_hashes"] == 385
     assert result["unavailable"]  # Historical raw artifacts are not in this checkout.
diff --git a/tools/evidence_inventory.json b/tools/evidence_inventory.json
index 2885a296..52bfed49 100644
--- a/tools/evidence_inventory.json
+++ b/tools/evidence_inventory.json
@@ -4,12 +4,15 @@
     "kv-live-pilot-20261031": {
       "kind": "campaign",
       "manifests": [{"path": "plan/integrity.json", "schema": "bundle-sha256"},
-                    {"path": "plan/second-attempt-integrity.json", "schema": "bundle-sha256"}],
+                    {"path": "plan/second-attempt-integrity.json", "schema": "bundle-sha256"},
+                    {"path": "plan/second-attempt/integrity.json", "schema": "bundle-sha256"},
+                    {"path": "plan/second-attempt-1200/integrity.json", "schema": "bundle-sha256"}],
       "external": ["Historical first-pair plan/source data and prospective single-additional-attempt budget data. First-run outputs are retained separately; no efficacy result is claimed."]
     },
     "kv-actor-qualification-20261030": {
       "kind": "campaign",
-      "manifests": [{"path": "plan/integrity.json", "schema": "bundle-sha256"}],
+      "manifests": [{"path": "plan/integrity.json", "schema": "bundle-sha256"},
+                    {"path": "results/hosted-41182807900/integrity.json", "schema": "bundle-sha256"}],
       "external": ["Exact-revision hosted actor receipts are retained as separate CI artifacts; no paid result is committed."]
     },
     "kv-reclamation-20261030": {
diff --git a/tools/kv_live_authorization.json b/tools/kv_live_authorization.json
index 47b97131..dbab9c3a 100644
--- a/tools/kv_live_authorization.json
+++ b/tools/kv_live_authorization.json
@@ -1,7 +1,7 @@
 {
   "author_login": "Dong1017",
-  "body_sha256": "e6cd65a8dc417be3ebec277d7a5c4e2a8f3fd4e7f32647b8c04dc3f8bcd835b0",
-  "comment_id": 6537438741,
+  "body_sha256": "085c799c5cf907254802d07edef5f58587a957b837fa36a70ceb1cc0a15c3549",
+  "comment_id": 6542223785,
   "enabled": true,
   "issue": 248,
   "repository_id": 1409534281,