diff --git a/.claude/notes/contracts.md b/.claude/notes/contracts.md
index 268c6baa0..fdb4a931a 100644
--- a/.claude/notes/contracts.md
+++ b/.claude/notes/contracts.md
@@ -95,9 +95,14 @@ the raw text alone can stop counting.
 It is memoized because the early-stop watcher re-scans the whole accumulated trajectory on
 every tool-call event, normalizing the same command many times per run.
 
-The regex search window is capped to bound ReDoS on a large command string, and
-normalization runs over that same truncated window, so `shlex` never sees more than the cap
-and needs no separate guard.
+Each regex search is bounded to 2000 characters to limit ReDoS on a large command string,
+but the whole command is searched: the first 2000 characters, then the rest in windows that
+start and end on logical-line boundaries. Agents write long heredoc scripts that end in the
+command a task checks for (`cat > x <<EOF ... EOF` then `uip agent validate`), and a single
+leading window scored those as never run. Normalization runs per window, so `shlex` never
+sees more than the bound and needs no separate guard. Only a Bash command is windowed:
+another tool's params are JSON, and a later window of a Write/Edit body is file content,
+not a command the agent ran, so those keep the single leading window.
 
 ## Recording a CLI invocation
 
diff --git a/.github/workflows/harbor-e2e.yml b/.github/workflows/harbor-e2e.yml
index 0fcf0143c..4a8eb7575 100644
--- a/.github/workflows/harbor-e2e.yml
+++ b/.github/workflows/harbor-e2e.yml
@@ -29,6 +29,8 @@ env:
   # Anthropic-credit spend off this path; DirectRoute is exercised elsewhere.
   API_BACKEND: "bedrock"
   CLAUDE_CODE_USE_BEDROCK: "1"
+  # Same expression as pr-checks.yml (see the comment there).
+  SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS: ${{ secrets.SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS || 'openai-codex-cli-bin,openai-codex' }},claude-agent-sdk
 
 jobs:
   harbor-e2e:
diff --git a/.github/workflows/pr-checks.yml b/.github/workflows/pr-checks.yml
index e8d999ef6..1690fba93 100644
--- a/.github/workflows/pr-checks.yml
+++ b/.github/workflows/pr-checks.yml
@@ -38,11 +38,12 @@ env:
   TELEMETRY_ENABLED: "false"
   # The `uipath-*` pool enforces a minimum package-age safe-chain check on installs.
   # Workflow-level so every installing job inherits it; per-job copies are how some
-  # jobs previously ended up with no exclusions at all. The literal is the operative
-  # value — no secret of that name exists at repo or org level, so the bare `secrets.`
-  # reference this replaced resolved to an empty list. (Image builds carry their own
-  # list in docker/Dockerfile; deliberately not the same set.)
-  SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS: ${{ secrets.SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS || 'openai-codex-cli-bin,openai-codex' }}
+  # jobs previously ended up with no exclusions at all. A repo secret of this name
+  # replaces the literal when set, so claude-agent-sdk sits outside the `||`: its wheel
+  # bundles the Claude Code CLI, and new-model support ships there faster than the
+  # gate window. (Image builds carry their own list in docker/Dockerfile; deliberately
+  # not the same set.)
+  SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS: ${{ secrets.SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS || 'openai-codex-cli-bin,openai-codex' }},claude-agent-sdk
 
 jobs:
   quality-gate:
diff --git a/.github/workflows/publish-testpypi.yml b/.github/workflows/publish-testpypi.yml
index bc365ca19..6fa73488e 100644
--- a/.github/workflows/publish-testpypi.yml
+++ b/.github/workflows/publish-testpypi.yml
@@ -38,7 +38,7 @@ jobs:
     timeout-minutes: 10
     env:
       # `uv build` resolves build deps under the pool's safe-chain gate.
-      SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS: ${{ secrets.SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS || 'openai-codex-cli-bin,openai-codex' }}
+      SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS: ${{ secrets.SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS || 'openai-codex-cli-bin,openai-codex' }},claude-agent-sdk
     environment:
       name: testpypi
       url: https://test.pypi.org/project/coder-eval/
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index c3ebdc09d..4478caf99 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -75,7 +75,7 @@ jobs:
       # Load-bearing on the release path: the pool enforces a package-age safe-chain
       # check on uv installs. Same expression as pr-checks.yml (see the comment there),
       # so a package can't pass PR CI and then fail the release install.
-      SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS: ${{ secrets.SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS || 'openai-codex-cli-bin,openai-codex' }}
+      SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS: ${{ secrets.SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS || 'openai-codex-cli-bin,openai-codex' }},claude-agent-sdk
 
     steps:
       # Only a real release (main) needs the app token: semantic-release pushes the
diff --git a/docker/Dockerfile b/docker/Dockerfile
index e3ff04ab9..b79f75b4c 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -30,7 +30,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
 # tag and is bumped deliberately -- mirrors the codex CLI pin
 # (`openai-codex-cli-bin==…` in pyproject). Leaving it at `@latest` let Docker
 # layer caching freeze it nondeterministically across rebuilds.
-ARG CLAUDE_CODE_VERSION=2.1.177
+ARG CLAUDE_CODE_VERSION=2.1.281
 RUN curl -fsSL https://deb.nodesource.com/setup_22.x | bash - \
     && apt-get install -y --no-install-recommends nodejs \
     && rm -rf /var/lib/apt/lists/* \
@@ -39,7 +39,7 @@ RUN curl -fsSL https://deb.nodesource.com/setup_22.x | bash - \
 # Pi Node CLI, pinned — same rationale as the Claude Code pin above (the agent
 # binary is a dominant non-model driver of results; @latest would freeze
 # nondeterministically under layer caching). Node 22 + npm are already present.
-ARG PI_VERSION=0.84.4
+ARG PI_VERSION=0.87.1
 RUN npm install -g @earendil-works/pi-coding-agent@${PI_VERSION}
 
 # uv: matches host sandbox.py's `uv venv` + `uv pip install` fast path
@@ -84,12 +84,12 @@ COPY experiments/default.yaml ./experiments/default.yaml
 # pulls the `uipath` SDK from public PyPI (no credentials required).
 ARG CODER_EVAL_UV_EXTRAS=""
 
-# safe-chain min-age exclusions for the codex cli-bin pin (see pyproject [tool.uv])
-# and the pinned Antigravity harness. Codex and Antigravity are always installed,
-# so the default excludes their pinned packages from the min-age gate (the
-# google-antigravity release tracks the rapidly-moving Gemini harness and may be
+# safe-chain min-age exclusions for the codex cli-bin pin (see pyproject [tool.uv]),
+# the pinned Antigravity harness, and claude-agent-sdk (its wheel bundles the Claude
+# Code CLI). All three are always installed, so the default excludes their pinned
+# packages from the min-age gate (each tracks a rapidly-moving harness and may be
 # newer than the gate window); callers may override.
-ARG SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS="openai-codex-cli-bin,openai-codex,google-antigravity"
+ARG SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS="openai-codex-cli-bin,openai-codex,google-antigravity,claude-agent-sdk"
 
 # All extras (codex, antigravity, litellm, and the opt-in uipath) resolve from
 # public PyPI per uv.lock, so the build needs no private-index credentials.
diff --git a/docker/Dockerfile.runtime b/docker/Dockerfile.runtime
index fd79c3730..9b9eba30d 100644
--- a/docker/Dockerfile.runtime
+++ b/docker/Dockerfile.runtime
@@ -53,7 +53,7 @@ COPY pyproject.toml uv.lock README.md ./
 COPY src/ ./src/
 COPY experiments/default.yaml ./experiments/default.yaml
 
-ARG SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS="openai-codex-cli-bin,openai-codex"
+ARG SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS="openai-codex-cli-bin,openai-codex,claude-agent-sdk"
 # Install the locked deps, then coder_eval itself NON-editable. An editable/path
 # install would leave the package source at /src (outside the kit), so the
 # `COPY --from /opt/coder-eval` overlay would ship a venv that can't import
@@ -66,7 +66,7 @@ RUN export SAFE_CHAIN_MINIMUM_PACKAGE_AGE_EXCLUSIONS="${SAFE_CHAIN_MINIMUM_PACKA
 
 # --- 3. Node LTS + the Claude Code CLI, under the kit dir. -------------------
 ARG NODE_VERSION=22.14.0
-ARG CLAUDE_CODE_VERSION=2.1.177
+ARG CLAUDE_CODE_VERSION=2.1.281
 # Download to a file first so a bad URL fails the build loudly (a piped
 # `curl | tar` would mask a 404 and only surface later as a missing npm), and
 # verify the tarball against nodejs.org's published SHASUMS256 before extracting
@@ -109,6 +109,6 @@ RUN chmod +x /usr/local/bin/coder_eval_entrypoint.sh
 # label; labels don't survive `COPY --from`). The claude-code pin mirrors the
 # framework image — a parity test (tests/test_image_from_dockerfiles.py) enforces it.
 ARG CODER_EVAL_VERSION=unknown
-ARG CLAUDE_CODE_VERSION=2.1.177
+ARG CLAUDE_CODE_VERSION=2.1.281
 LABEL org.coder-eval.version="${CODER_EVAL_VERSION}"
 LABEL org.coder-eval.claude-code-version="${CLAUDE_CODE_VERSION}"
diff --git a/docs/TASK_DEFINITION_GUIDE.md b/docs/TASK_DEFINITION_GUIDE.md
index 59d613a81..af9e54823 100644
--- a/docs/TASK_DEFINITION_GUIDE.md
+++ b/docs/TASK_DEFINITION_GUIDE.md
@@ -997,6 +997,8 @@ Checks whether the agent executed specific tools/commands during evaluation. Ins
 
 **Shell normalization.** For a Bash command, both `command_pattern` and `exclude_pattern` are matched against the raw command text **and** its shell-normalized form — the `bash`/`sh`/`zsh -lc "..."` wrapper stripped and shell quoting resolved with `shlex` — and a hit on *either* form counts. So a pattern like `curated_channels` matches whether the agent wrote the argument bare, `'single'`-quoted, `"double"`-quoted, or `\"escaped\"`; you do **not** hand-encode shell quoting. Because the same haystacks also feed `exclude_pattern` and the `max_count` gate, normalization is **not** purely additive: a quote-obfuscated call can now be caught by an exclusion or a `max_count: 0` gate that the raw text alone would have missed — and, conversely, an unedited `exclude_pattern` may now exclude a call it previously let through. Cross-repo suites that hand-encoded quote tolerance in their patterns should re-baseline.
 
+**Long commands.** A Bash command is searched in full: the first 2,000 characters, then the rest in windows of at most 2,000 characters that start and end on line boundaries. So a command that follows a long heredoc in the same Bash call still counts. Other tools match only on the first 2,000 characters of their JSON parameters, so a long Write or Edit body is not read as a command. This is not purely additive either: an `exclude_pattern` or a `max_count: 0` gate can now catch a call late in a long script that it did not see before, so suites should re-baseline. A match that crosses a window boundary is not guaranteed, and `^` and `$` can also match at a window edge.
+
 **Codex limitation.** Codex agents map `Read`, `Grep`, and `Glob` tools to `shell` commands (they execute via bash), so `tool_name: "Read"` on Codex returns no matches. Use `tool_name: "Bash"` or `tool_name: null` (any tool) for Codex-compatible checks. This criterion works correctly on Claude Code agents, which emit separate `Read`/`Grep`/`Glob` telemetry.
 
 ### `cli_called`
diff --git a/docs/agents/ANTIGRAVITY.md b/docs/agents/ANTIGRAVITY.md
index fa84e82ed..ccc37db17 100644
--- a/docs/agents/ANTIGRAVITY.md
+++ b/docs/agents/ANTIGRAVITY.md
@@ -27,7 +27,7 @@ working directory — both required for an unattended eval.
 pip install 'coder-eval[antigravity]'
 ```
 
-This pulls in `google-antigravity` (pinned to `0.1.8`), whose wheel bundles the
+This pulls in `google-antigravity` (pinned to `0.1.18`), whose wheel bundles the
 platform `localharness` binary. As with the other agents the SDK is imported lazily
 — a base install without the extra still runs end-to-end; Antigravity tasks fail at
 dispatch with a clear hint to install the extra.
diff --git a/pyproject.toml b/pyproject.toml
index b102d6986..479589667 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,7 +43,7 @@ dependencies = [
     # explicitly since our code/tests construct httpx2 types directly. Capped to
     # mirror anthropic's own bound on it (`httpx2<3,>=2.0.0`).
     "httpx2>=2.12.0,<3.0.0",
-    "claude-agent-sdk>=0.2.124",
+    "claude-agent-sdk>=0.2.157",
     "anyio>=4.14.2",
     "radon>=6.0.1",
     "tqdm>=4.67.3",
@@ -112,7 +112,7 @@ litellm = [
 # Without this extra, the framework still installs and runs; Codex-dependent
 # code paths fail at dispatch with a clear hint pointing back here.
 codex = [
-    "openai-codex>=0.144.4",
+    "openai-codex>=0.155.1",
 ]
 # Optional extra that enables Antigravity agent support:
 #   - AntigravityAgent implementation using Google's official google-antigravity SDK
@@ -131,7 +131,7 @@ codex = [
 # Without this extra the framework still installs and runs; Antigravity-dependent
 # code paths fail at start() with a clear hint pointing back here.
 antigravity = [
-    "google-antigravity==0.1.8",
+    "google-antigravity==0.1.18",
 ]
 # Optional extra that enables OpenCode agent support.
 #
@@ -180,7 +180,7 @@ pi = []
 # back here (it is not needed to EXPORT a task to Harbor format, only to run coder-eval
 # itself as Harbor's agent).
 harbor = [
-    "harbor==0.22.0",
+    "harbor==0.23.0",
 ]
 
 [project.scripts]
@@ -212,14 +212,14 @@ packages = ["src/coder_eval"]
 allow-direct-references = true
 
 [tool.uv]
-# openai-codex 0.144.4 hardpins `openai-codex-cli-bin==0.144.4` (a stable
+# openai-codex 0.156.1 hardpins `openai-codex-cli-bin==0.156.1` (a stable
 # release; the SDK version now tracks the codex CLI version line). Naming it
 # here documents and holds the pinned cli-bin build — the harness binary is a
 # dominant non-model driver of eval results, so it travels with the coder_eval
 # release tag and is bumped deliberately (mirrors the antigravity localharness
-# and claude-code CLI pins). 0.144.4 publishes manylinux wheels (x86_64 +
+# and claude-code CLI pins). 0.156.1 publishes manylinux wheels (x86_64 +
 # aarch64), so CI/Linux installs work.
-override-dependencies = ["openai-codex-cli-bin==0.144.4"]
+override-dependencies = ["openai-codex-cli-bin==0.156.1"]
 
 constraint-dependencies = [
     # Fix known CVEs in transitive dependencies
@@ -443,6 +443,8 @@ filterwarnings = [
     "ignore::DeprecationWarning",        # Ignore deprecation warnings from dependencies
     "ignore::PendingDeprecationWarning",
     "ignore::ResourceWarning",           # Ignore unclosed resources (handled by cleanup)
+    # litellm>=1.102 TypedDicts mark fields ReadOnly; pydantic warns when it builds their schema
+    "ignore:Item '.*' on TypedDict class '.*' is using the `ReadOnly` qualifier:UserWarning",
 ]
 
 # Coverage integration (when using --cov)
diff --git a/src/coder_eval/agents/antigravity_agent.py b/src/coder_eval/agents/antigravity_agent.py
index 6e3f1edbf..b77de618d 100644
--- a/src/coder_eval/agents/antigravity_agent.py
+++ b/src/coder_eval/agents/antigravity_agent.py
@@ -275,7 +275,7 @@ def _resolve_skills_paths(self, plugin_tools_dir: str | None) -> list[str]:
         return roots
 
     def _resolve_workspaces(self, skills_paths: list[str]) -> list[str]:
-        """Workspace roots for the harness's ``workspace_only`` file-tool policy.
+        """Workspace roots the harness confines its file tools to.
 
         The sandbox working directory (the write target) plus the resolved skill
         roots. ``skills_paths`` drives DISCOVERY only; the file-tool allowlist is
@@ -341,9 +341,9 @@ async def start(
             cfg = LocalAgentConfig(
                 model=self._effective_model(),
                 api_key=api_key,
-                # File tools are confined to ``workspaces`` by the auto-prepended
-                # workspace_only policy — see _resolve_workspaces for why the skill
-                # roots must be in here and not only in ``skills_paths``.
+                # The harness confines file tools to ``workspaces``; see
+                # _resolve_workspaces for why the skill roots must be in here and
+                # not only in ``skills_paths``.
                 workspaces=self._resolve_workspaces(skills_paths),
                 # Autonomous execution: approve every tool call, which the default
                 # policy would deny. ``permission_mode`` is deliberately NOT mapped
diff --git a/src/coder_eval/agents/pi_agent.py b/src/coder_eval/agents/pi_agent.py
index 0f9814266..01ef13bbc 100644
--- a/src/coder_eval/agents/pi_agent.py
+++ b/src/coder_eval/agents/pi_agent.py
@@ -5,7 +5,7 @@
 protocol so :class:`EventCollector` builds the ``TurnRecord``. The design mirrors
 :mod:`coder_eval.agents.opencode_agent`.
 
-Three grammar facts that are not obvious from the event names (``pi`` 0.84.4):
+Three grammar facts that are not obvious from the event names (``pi`` 0.87.1):
 
 - ``agent_start`` can appear MORE THAN ONCE per invocation — Pi auto-retries a
   transient provider error internally — and ``agent_end`` is therefore NOT
@@ -149,7 +149,7 @@
     "disallowed_tools",
 )
 
-# The full recognized Pi vocabulary (from `pi` 0.84.4). A clean exit that
+# The full recognized Pi vocabulary (from `pi` 0.87.1). A clean exit that
 # recognized NOTHING from this set is vocabulary drift and is crashed, not scored.
 # Rationale: .claude/notes/agents.md § Why a clean exit can still be a crash
 _RECOGNIZED_EVENTS = frozenset(
diff --git a/src/coder_eval/criteria/command_executed.py b/src/coder_eval/criteria/command_executed.py
index 80cedc7e1..d7d51d51e 100644
--- a/src/coder_eval/criteria/command_executed.py
+++ b/src/coder_eval/criteria/command_executed.py
@@ -18,9 +18,11 @@
 
 logger = logging.getLogger(__name__)
 
-# HAZARD: bounds ReDoS on a large command string. Normalization runs over this
-# same truncated window, so shlex needs no separate size guard.
+# HAZARD: bounds ReDoS on a large command string. Every search window is at most
+# this long and normalization runs per window, so shlex needs no separate size guard.
 _MAX_PATTERN_SEARCH_LEN = 2000
+_WINDOW_OVERLAP = 256
+_LOGICAL_LINE_END = re.compile(r"(?<!\\)\n")
 
 
 def _is_shell_program(arg0: str) -> bool:
@@ -97,16 +99,48 @@ def _normalize_shell(cmd_text: str) -> str | None:
     return " ".join(tokens)
 
 
+def _search_windows(cmd_text: str) -> list[str]:
+    """Slices of ``cmd_text`` a pattern is searched in, each at most ``_MAX_PATTERN_SEARCH_LEN``.
+
+    The first window is the leading ``_MAX_PATTERN_SEARCH_LEN`` characters, so every
+    match the single leading window found is still found. The rest of the command is
+    packed into windows that start and end on logical-line boundaries (a
+    backslash-continued line stays whole), so a command on a line after a long heredoc
+    is still seen. A single logical line longer than the bound is cut into bound-sized
+    pieces overlapping by ``_WINDOW_OVERLAP``, so a match up to that long is never
+    split. Work stays linear in the command length and each regex search stays within
+    the ReDoS bound.
+    """
+    cap = _MAX_PATTERN_SEARCH_LEN
+    if len(cmd_text) <= cap:
+        return [cmd_text]
+    bounds: list[tuple[int, int]] = []
+    start = end = 0
+    for line_end in [m.end() for m in _LOGICAL_LINE_END.finditer(cmd_text)] + [len(cmd_text)]:
+        if line_end - start > cap:
+            if end > start:
+                bounds.append((start, end))
+                start = end
+            while line_end - start > cap:
+                bounds.append((start, start + cap))
+                start += cap - _WINDOW_OVERLAP
+        end = line_end
+    if end > start:
+        bounds.append((start, end))
+    return [cmd_text[:cap]] + [cmd_text[s:e] for s, e in bounds if s > 0]
+
+
 def _match_haystacks(cmd_text: str, *, is_shell: bool) -> list[str]:
     """Strings a pattern may match against for one command.
 
-    Always the raw ``cmd_text`` truncated to the ReDoS bound; when ``is_shell``,
-    additionally the quote-resolved, wrapper-stripped form of that **same
-    truncated window** (see :func:`_normalize_shell`). Normalizing the already-
-    truncated slice keeps both haystacks describing the same window, so quote-
-    stripping can never slide content from past the cap into the match, and
-    caps ``shlex`` input at ``_MAX_PATTERN_SEARCH_LEN`` for free. Matching is
-    "either" — a pattern hits the command if it matches ANY haystack.
+    When ``is_shell``, every search window of ``cmd_text`` (see
+    :func:`_search_windows`) plus the quote-resolved, wrapper-stripped form of each
+    window (see :func:`_normalize_shell`). Otherwise only the leading
+    ``_MAX_PATTERN_SEARCH_LEN`` characters: a non-shell tool's params are JSON, and a
+    later window of a Write/Edit body is file content, not something the agent ran.
+    Normalizing per window keeps every haystack within the ReDoS bound and caps
+    ``shlex`` input for free. Matching is "either" -- a pattern hits the command if it
+    matches ANY haystack.
 
     ``is_shell`` is decided once by the caller (a Bash tool whose ``command`` is
     a non-empty ``str``) and passed in, rather than re-derived here from
@@ -114,9 +148,11 @@ def _match_haystacks(cmd_text: str, *, is_shell: bool) -> list[str]:
     its params to JSON, where shell tokenization is meaningless, and must NOT be
     normalized (else stripped JSON quotes could newly satisfy an exclusion).
     """
-    window = cmd_text[:_MAX_PATTERN_SEARCH_LEN]
-    haystacks = [window]
-    if is_shell:
+    if not is_shell:
+        return [cmd_text[:_MAX_PATTERN_SEARCH_LEN]]
+    haystacks: list[str] = []
+    for window in _search_windows(cmd_text):
+        haystacks.append(window)
         normalized = _normalize_shell(window)
         if normalized is not None and normalized != window:
             haystacks.append(normalized)
diff --git a/src/coder_eval/harbor/agent.py b/src/coder_eval/harbor/agent.py
index ba35efce1..55b091242 100644
--- a/src/coder_eval/harbor/agent.py
+++ b/src/coder_eval/harbor/agent.py
@@ -20,7 +20,7 @@
 from __future__ import annotations
 
 import shlex
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, ClassVar
 
 from coder_eval.harbor.agent_paths import AGENT_TASK_YAML_PATH
 
@@ -62,7 +62,7 @@ class CoderEvalAgent(BaseInstalledAgent):
     on PATH there exactly as ``tests/test.sh`` assumes it is for grading.
     """
 
-    SUPPORTS_ATIF: bool = True
+    SUPPORTS_ATIF: ClassVar[bool] = True
 
     @staticmethod
     def name() -> str:
diff --git a/src/coder_eval/models/agent_config.py b/src/coder_eval/models/agent_config.py
index ad3cb90f0..a9aef5711 100644
--- a/src/coder_eval/models/agent_config.py
+++ b/src/coder_eval/models/agent_config.py
@@ -362,7 +362,7 @@ class OpenCodeAgentConfig(BaseAgentConfig):
 
 
 # A STRICT SUPERSET of ThinkingLevel, so Pi gets its own literal -- reuse would
-# forbid valid Pi levels. Confirmed against ``pi --help`` on Pi 0.84.4.
+# forbid valid Pi levels. Confirmed against ``pi --help`` on Pi 0.87.1.
 type PiThinkingLevel = Literal["off", "minimal", "low", "medium", "high", "xhigh", "max"]
 
 
diff --git a/tests/_fixtures/golden_streams/expected/codex_g_items_rebuild.json b/tests/_fixtures/golden_streams/expected/codex_g_items_rebuild.json
index c73dd11b0..bd23e300b 100644
--- a/tests/_fixtures/golden_streams/expected/codex_g_items_rebuild.json
+++ b/tests/_fixtures/golden_streams/expected/codex_g_items_rebuild.json
@@ -1,5 +1,5 @@
 {
-  "agent_output": "{\n  \"completed_at\": null,\n  \"duration_ms\": 1500,\n  \"error\": null,\n  \"id\": \"turn_1\",\n  \"items\": [\n    {\n      \"id\": \"m1\",\n      \"memory_citation\": null,\n      \"phase\": null,\n      \"text\": \"rebuilt from items\",\n      \"type\": \"agentMessage\"\n    }\n  ],\n  \"items_view\": \"TurnItemsView.full\",\n  \"started_at\": null,\n  \"status\": \"TurnStatus.completed\"\n}",
+  "agent_output": "{\n  \"completed_at\": null,\n  \"duration_ms\": 1500,\n  \"error\": null,\n  \"id\": \"turn_1\",\n  \"items\": [\n    {\n      \"delivery\": null,\n      \"id\": \"m1\",\n      \"memory_citation\": null,\n      \"phase\": null,\n      \"questions\": null,\n      \"text\": \"rebuilt from items\",\n      \"type\": \"agentMessage\"\n    }\n  ],\n  \"items_view\": \"TurnItemsView.full\",\n  \"started_at\": null,\n  \"status\": \"TurnStatus.completed\"\n}",
   "assistant_turn_count": 1,
   "commands": [],
   "crash_reason": null,
diff --git a/tests/test_antigravity_agent.py b/tests/test_antigravity_agent.py
index db1b45c03..35b747340 100644
--- a/tests/test_antigravity_agent.py
+++ b/tests/test_antigravity_agent.py
@@ -134,7 +134,9 @@ def test_resolve_skills_paths_empty_without_sources():
 
 
 def test_resolve_workspaces_includes_workdir_and_skill_roots(tmp_path):
-    """workspaces = sandbox workdir + resolved skill roots, so SKILL.md stays readable."""
+    """workspaces = sandbox workdir + resolved skill roots. The harness confines file tools to
+    ``workspaces``, and ``skills_paths`` feeds discovery only, so a skill root missing here
+    is discovered and then denied on every read of its SKILL.md."""
     repo = tmp_path / "skills-repo"
     _make_skill(repo / "skills", "uipath-sdd")
     agent = AntigravityAgent(parse_agent_config(type="antigravity", plugins=[{"type": "local", "path": str(repo)}]))
@@ -146,33 +148,6 @@ def test_resolve_workspaces_includes_workdir_and_skill_roots(tmp_path):
     ]
 
 
-def test_workspace_only_permits_skill_reads_with_resolved_workspaces(tmp_path):
-    """Drives the harness's real ``workspace_only`` policy: a skill read is denied when
-    scoped to the workdir alone (the bug), but permitted once the resolved skill roots
-    join ``workspaces`` (the fix). ``skills_paths`` feeds discovery, not the file-tool
-    allowlist, so the roots must be in ``workspaces`` for the agent to read SKILL.md."""
-    policy = pytest.importorskip("google.antigravity.hooks.policy")
-    ag_types = pytest.importorskip("google.antigravity.types")
-
-    repo = tmp_path / "skills-repo"
-    _make_skill(repo / "skills", "uipath-sdd")
-    skill_md = repo / "skills" / "uipath-sdd" / "SKILL.md"
-    workdir = tmp_path / "work"
-    workdir.mkdir()
-
-    agent = AntigravityAgent(parse_agent_config(type="antigravity", plugins=[{"type": "local", "path": str(repo)}]))
-    agent.working_directory = workdir
-    skills_paths = agent._resolve_skills_paths(None)
-
-    def read_denied(workspaces) -> bool:
-        policies = policy.workspace_only([str(w) for w in workspaces])
-        tc = ag_types.ToolCall(name="read_file", canonical_path=str(skill_md))
-        return any(p.when(tc) for p in policies if p.when is not None)
-
-    assert read_denied([workdir]) is True  # workdir only: out-of-workspace → denied
-    assert read_denied(agent._resolve_workspaces(skills_paths)) is False  # resolved workspaces permit it
-
-
 def test_to_token_usage_maps_gemini_buckets():
     """Gemini UsageMetadata → coder_eval TokenUsage: uncached=prompt-cached,
     cache_read=cached, cache_creation=0, output=candidates+thoughts."""
diff --git a/tests/test_command_executed.py b/tests/test_command_executed.py
index 6462390a1..edc1ce2ff 100644
--- a/tests/test_command_executed.py
+++ b/tests/test_command_executed.py
@@ -2,7 +2,13 @@
 
 from datetime import datetime
 
-from coder_eval.criteria.command_executed import _MAX_PATTERN_SEARCH_LEN, _match_haystacks, _normalize_shell
+from coder_eval.criteria.command_executed import (
+    _MAX_PATTERN_SEARCH_LEN,
+    _WINDOW_OVERLAP,
+    _match_haystacks,
+    _normalize_shell,
+    _search_windows,
+)
 from coder_eval.evaluation.checker import SuccessChecker
 from coder_eval.models import CommandExecutedCriterion
 from coder_eval.models.results import TurnRecord
@@ -1072,18 +1078,12 @@ def test_bash_record_without_command_is_not_shell_normalized(self):
         result = SuccessChecker(sandbox).check(criterion, turn_records=turn_records)
         assert result.score == 1.0
 
-    def test_normalized_haystack_shares_the_raw_truncation_window(self):
-        """Both haystacks describe the same <=2000-char window (no past-cap leak).
-
-        Normalization runs over the already-truncated window. Normalizing the
-        FULL command would let quote-stripping slide content from past the cap
-        into the normalized haystack and change the verdict of a task relying on
-        the 2000-char bound.
-        """
-        cmd = "bash -lc " + ("word " * 600) + "TARGET"  # TARGET sits well past 2000 chars
+    def test_long_single_line_is_searched_in_bounded_windows(self):
+        """A match past the bound on one long line is found, and no haystack exceeds the bound."""
+        cmd = "bash -lc " + ("word " * 600) + "TARGET"
         haystacks = _match_haystacks(cmd, is_shell=True)
         assert all(len(h) <= _MAX_PATTERN_SEARCH_LEN for h in haystacks)
-        assert not any("TARGET" in h for h in haystacks)
+        assert any("TARGET" in h for h in haystacks)
 
     def test_negative_assertion_not_dodged_by_quoting(self):
         """A quote-obfuscated retired call is still caught by a max_count=0 gate."""
@@ -1101,3 +1101,89 @@ def test_negative_assertion_not_dodged_by_quoting(self):
         )
         result = SuccessChecker(sandbox).check(criterion, turn_records=turn_records)
         assert result.score == 0.0
+
+
+def _heredoc_then(tail: str, body_lines: int = 60) -> str:
+    body = "\n".join(f"    line_{i} = {'x' * 60}" for i in range(body_lines))
+    return f"cat > build.py <<'EOF'\n{body}\nEOF\n{tail}"
+
+
+class TestSearchWindows:
+    """The pattern search covers the whole command, one bounded window at a time."""
+
+    def test_short_command_is_a_single_window(self):
+        assert _search_windows("uip agent validate .") == ["uip agent validate ."]
+
+    def test_every_window_is_bounded_and_the_first_keeps_the_leading_slice(self):
+        cmd = _heredoc_then("cd .. && uip agent validate .", body_lines=300)
+        windows = _search_windows(cmd)
+        assert len(cmd) > 4 * _MAX_PATTERN_SEARCH_LEN
+        assert windows[0] == cmd[:_MAX_PATTERN_SEARCH_LEN]
+        assert all(len(w) <= _MAX_PATTERN_SEARCH_LEN for w in windows)
+        assert windows[-1].endswith("cd .. && uip agent validate .")
+
+    def test_later_windows_start_on_a_line(self):
+        cmd = _heredoc_then("uip agent refresh .")
+        for w in _search_windows(cmd)[1:]:
+            assert cmd[cmd.index(w) - 1] == "\n"
+
+    def test_backslash_continuation_stays_in_one_window(self):
+        pad = "x" * (_MAX_PATTERN_SEARCH_LEN - 40)
+        cmd = f"echo {pad}\ngh pr create \\\n  --title t \\\n  --body b"
+        assert any("gh pr create \\\n  --title t \\\n  --body b" in w for w in _search_windows(cmd))
+
+    def test_long_line_pieces_overlap(self):
+        line = "a" * (3 * _MAX_PATTERN_SEARCH_LEN)
+        windows = _search_windows(line)
+        assert windows[1].startswith(line[_MAX_PATTERN_SEARCH_LEN - _WINDOW_OVERLAP : _MAX_PATTERN_SEARCH_LEN])
+        marker = "b" * _WINDOW_OVERLAP
+        split = line[: _MAX_PATTERN_SEARCH_LEN - 100] + marker + line[_MAX_PATTERN_SEARCH_LEN:]
+        assert any(marker in w for w in _search_windows(split))
+
+    def test_command_after_long_heredoc_satisfies_min_count(self):
+        cmd = _heredoc_then("cd .. && uip agent refresh MyAgent && uip agent validate MyAgent --output json")
+        assert cmd.index("uip agent validate") > _MAX_PATTERN_SEARCH_LEN
+        turn_records = [_make_turn([_make_command(parameters={"command": cmd})])]
+        criterion = CommandExecutedCriterion(
+            description="validates the agent",
+            tool_name="Bash",
+            command_pattern=r"uip\s+agent\s+validate",
+            min_count=1,
+        )
+        assert SuccessChecker(MockSandbox()).check(criterion, turn_records=turn_records).score == 1.0
+
+    def test_forbidden_command_after_long_heredoc_trips_max_count(self):
+        cmd = _heredoc_then("uip or users list")
+        turn_records = [_make_turn([_make_command(parameters={"command": cmd})])]
+        criterion = CommandExecutedCriterion(
+            description="must NOT use retired `uip or users list`",
+            tool_name="Bash",
+            command_pattern=r"uip\s+or\s+users\s+list",
+            min_count=0,
+            max_count=0,
+        )
+        assert SuccessChecker(MockSandbox()).check(criterion, turn_records=turn_records).score == 0.0
+
+    def test_exclusion_after_long_heredoc_drops_the_command(self):
+        cmd = _heredoc_then("uip agent validate . --dry-run")
+        turn_records = [_make_turn([_make_command(parameters={"command": cmd})])]
+        criterion = CommandExecutedCriterion(
+            description="real validate, not a dry run",
+            tool_name="Bash",
+            command_pattern=r"uip\s+agent\s+validate",
+            exclude_pattern=r"--dry-run",
+            min_count=1,
+        )
+        assert SuccessChecker(MockSandbox()).check(criterion, turn_records=turn_records).score == 0.0
+
+    def test_non_shell_tool_body_past_the_bound_is_not_searched(self):
+        content = "y" * (2 * _MAX_PATTERN_SEARCH_LEN) + "\nDo not run `uip or users list`, it is retired.\n"
+        write = _make_command(tool_name="Write", parameters={"file_path": "/work/NOTES.md", "content": content})
+        turn_records = [_make_turn([write])]
+        criterion = CommandExecutedCriterion(
+            description="must NOT use retired `uip or users list`",
+            command_pattern=r"uip\s+or\s+users\s+list",
+            min_count=0,
+            max_count=0,
+        )
+        assert SuccessChecker(MockSandbox()).check(criterion, turn_records=turn_records).score == 1.0
diff --git a/uv.lock b/uv.lock
index aa0b0b0d6..d4d8966fd 100644
--- a/uv.lock
+++ b/uv.lock
@@ -20,7 +20,7 @@ constraints = [
     { name = "starlette", specifier = ">=1.3.1" },
     { name = "urllib3", specifier = ">=2.6.3" },
 ]
-overrides = [{ name = "openai-codex-cli-bin", specifier = "==0.144.4" }]
+overrides = [{ name = "openai-codex-cli-bin", specifier = "==0.156.1" }]
 
 [[package]]
 name = "absl-py"
@@ -153,7 +153,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "1.0.0"
+version = "1.8.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -164,9 +164,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/25/aa/4978e58035bd6c638c7b483450a68b7ef2d732ab78885e27bb9db0cff1a2/anthropic-1.0.0.tar.gz", hash = "sha256:42be3c97604af7252c5898413aee076ace6c46e9bca0d0d90ceb77c7d3719027", size = 1077769, upload-time = "2026-08-20T19:59:00.565Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/65/b8/f4de0e90bbd641e86a1d6b20e017442033a2c1d2f5381799f82057115bd7/anthropic-1.8.0.tar.gz", hash = "sha256:9c1783ed90f409617749a61c5ab98e20624a572626f2e0a15cea03ed8e1401e5", size = 1221762, upload-time = "2026-09-22T16:25:38.167Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ad/5b/db4a854aebf5d33a5ab714c46af6eb85ee44f390ed29b7b325c00b9f11ed/anthropic-1.0.0-py3-none-any.whl", hash = "sha256:32dd52e9e1d774393b27182f451398ba4262287a4d0eab30887f89f1481b3ae4", size = 1171725, upload-time = "2026-08-20T19:58:58.725Z" },
+    { url = "https://files.pythonhosted.org/packages/5b/18/5d25a703b66ba34e9277f875f692a3bea3b0ff4d47ee5d188521a01cdd2a/anthropic-1.8.0-py3-none-any.whl", hash = "sha256:79a4516a21e64fd7b15be1a49ebf544bd6376c96a971a77365358823a2717bc6", size = 1348276, upload-time = "2026-09-22T16:25:36.515Z" },
 ]
 
 [[package]]
@@ -388,6 +388,41 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/db/3c/33bac158f8ab7f89b2e59426d5fe2e4f63f7ed25df84c036890172b412b5/cfgv-3.5.0-py2.py3-none-any.whl", hash = "sha256:a8dc6b26ad22ff227d2634a65cb388215ce6cc96bbcc5cfde7641ae87e8dacc0", size = 7445, upload-time = "2025-11-19T20:55:50.744Z" },
 ]
 
+[[package]]
+name = "chardet"
+version = "7.6.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/b1/51/cd61c567092a6cec796144510a68aff158ebfc1df82950a45bae65f28413/chardet-7.6.0.tar.gz", hash = "sha256:93d9df6089ded42ed1fe9f57e272c0b74bd0464d45c0c7d50f09f26f31105c3c", size = 914462, upload-time = "2026-08-14T20:36:59.305Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a3/29/16a7419edfbd60e901e6a797cbc3e038cb2a81903bc16c029db755f0156f/chardet-7.6.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:57e6846cc13ce1ff59979f4ec9da770c57e12aa99046073f632de5a51d9a6f20", size = 1088449, upload-time = "2026-08-14T20:36:34.723Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/36/3a14b0f8ddeb302f157281ca656a3ce6874b78e2d6af03682f520b487245/chardet-7.6.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:089e3bb81a0a07e94f15461ded9f9ee66d349615b1a9fd557d4de1003e2fc12e", size = 1065126, upload-time = "2026-08-14T20:36:36.21Z" },
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