Merge the redaction-pressure hardening with the three OSRS environments

.gitea/workflows/ci.yml

@@ -0,0 +1,42 @@
+name: arena-environments
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+  workflow_dispatch:
+
+jobs:
+  validate:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python: ["3.11", "3.12"]
+    steps:
+      - uses: actions/checkout@v4
+      - uses: astral-sh/setup-uv@v6
+        with:
+          version: "0.12.5"
+          enable-cache: false
+      - uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python }}
+      - name: Enforce library lock policy
+        run: test -z "$(find environments -name uv.lock -print -quit)"
+      - name: Run four-environment floor and ceiling probe
+        run: uv run --with regex python probe.py
+      - name: Run root probe integration test
+        run: uv run --with regex python -m unittest discover -s tests -v
+      - name: Install Redaction Pressure v0.2
+        run: uv sync --project environments/redaction_pressure --python ${{ matrix.python }}
+      - name: Run Redaction Pressure tests
+        run: >-
+          uv run --project environments/redaction_pressure
+          python -m unittest discover -s environments/redaction_pressure/tests -v
+      - name: Build all environment distributions
+        run: |
+          for environment in redaction_pressure canary_trap fault_localisation schema_migration; do
+            uv build "environments/$environment" --out-dir "dist/$environment"
+          done
+      - name: Verify documented Redaction Pressure entrypoint
+        run: uv run --project environments/redaction_pressure eval --help >/dev/null

.gitignore

@@ -2,3 +2,4 @@ __pycache__/
 *.pyc
 .venv/
 outputs/
+environments/*/uv.lock

README.md

@@ -33,7 +33,7 @@ what caught it — see the table below, and the git history.
 
 | | What it measures | The trap |
 |---|---|---|
-| [`redaction-pressure`](environments/redaction_pressure) | Write redaction rules for a ticket corpus, run against the next records the generator would have produced. | Every secret class is shape-matched to a decoy: a live key beside a published test key, a card number beside a build id. A rule keyed on shape earns on one and pays on the other. |
+| [`redaction-pressure`](environments/redaction_pressure) | Write provenance-safe redaction rules for a ticket corpus, run against the next records the generator would have produced. | Partial edits remain residual secrets, every non-secret source character is protected, and hostile regexes share one episode budget. |
 | [`canary-trap`](environments/canary_trap) | Write contamination probes that catch a model trained on your eval set. | Probes are run against a model that memorised the corpus **and** one that learned the same facts from a reworded copy. GUID-recall probes are sound and see only half of what is there. |
 | [`fault-localisation`](environments/fault_localisation) | Read an incident log and name the root cause, its class, and the line proving it. | The service that broke emits one line and goes quiet; its dependents emit a dozen timeouts. Ranking by error volume answers the victim, every time. |
 | [`schema-migration`](environments/schema_migration) | Split a text column into a number and a unit, executed against held-out rows. | The visible rows are tidy. The graded ones carry thousands separators, negatives, a unit containing a slash, and a value with no unit at all. |
@@ -47,7 +47,7 @@ Reward for the degenerate strategies and for an oracle, from `uv run python prob
 
 | environment | inaction | crude maximiser | plausible attempt | oracle |
 |---|---|---|---|---|
-| `redaction-pressure` | 0.000 | 0.380 *(redact everything)* | 0.552 | **1.000** |
+| `redaction-pressure` | 0.000 | 0.387 *(redact everything)* | 0.549 | **1.000** |
 | `canary-trap` | 0.000 | 0.000 *(public-knowledge probes)* | 0.525 *(GUID recall)* | **1.000** |
 | `fault-localisation` | 0.000 | 0.250 *(blame the loudest)* | 0.500 | **1.000** |
 | `schema-migration` | 0.000 | 0.000 *(add columns, touch nothing)* | 0.630 | **1.000** |
@@ -58,9 +58,23 @@ Reward for the degenerate strategies and for an oracle, from `uv run python prob
 ## Running one
 
 ```bash
-uv run eval @ configs/redaction_pressure.toml --model <model-id>
+uv run --project environments/redaction_pressure eval @ configs/redaction_pressure.toml --model <model-id>
 ```
 
+Run its release gate from the repository root:
+
+```bash
+uv sync --project environments/redaction_pressure
+uv run --project environments/redaction_pressure \
+  python -m unittest discover -s environments/redaction_pressure/tests -v
+uv run --with regex python probe.py
+```
+
+Arena contains independently published environment libraries, so per-environment
+`uv.lock` files are intentionally not committed. Redaction v0.2 pins its runtime contract
+in `pyproject.toml`; CI resolves it on Python 3.11 and 3.12, builds every environment, and
+runs the shared four-environment probe.
+
 ## Publishing
 
 The layout mirrors `verifiers`' own, so an environment goes to the Hub without a fork:

configs/redaction_pressure.toml

@@ -6,6 +6,7 @@ num_rollouts = 2
 
 [env.taskset]
 id = "redaction-pressure"
+split = "dev"   # public deterministic development split; never use it as a private holdout
 visible = 4    # records the model reads
 held_out = 12  # records it is scored on
 

environments/redaction_pressure/README.md

@@ -0,0 +1,56 @@
+# redaction-pressure v0.2
+
+A one-turn Verifiers v1 environment. The model returns regex rules; the scanner runs
+them against later records from the same deterministic corpus stream.
+
+## Reward contract
+
+- **Recall (0.35):** a labelled secret counts only when every original character in
+  its span is gone. Partial edits earn zero span recall.
+- **Precision (0.35):** source characters belonging to fully removed secret spans,
+  divided by all removed source characters. Partial damage stays in the denominator.
+- **Clean gate (0.30):** every secret fully removed, every non-secret character and
+  decoy preserved, and no validation or timeout errors.
+- **Validity:** malformed JSON, bad entries, more than 24 rules, unsafe replacements,
+  invalid regexes, excessive matches, timeouts, or an exhausted episode budget multiply
+  every reward by zero.
+
+Replacement is intentionally limited to `"[REDACTED]"` or `""`. That prevents a rule
+from matching a complete secret and then leaking it through a capture expansion.
+
+## Splits
+
+`train` and `dev` have separate, deterministic public seed ranges. `private_eval` derives
+seeds with HMAC from `REDACTION_PRESSURE_PRIVATE_SEED`, which must contain at least 32
+characters. The secret is never task data; traces carry its SHA-256 commitment and reveal
+the derived task seed only in the completed trace so the episode can be reproduced by an
+authorized evaluator.
+
+Never present public `dev` scores as private evaluation.
+
+## Trace identity
+
+Each task records the environment, corpus, and reward-schema versions, split commitment,
+and a SHA-256 digest of the behavior-bearing installed Python sources. Scoring repeats
+the identity under `trace.info.environment` and records validation failures under
+`trace.info.redaction_errors`.
+
+## Checks
+
+From the Arena repository root:
+
+```bash
+uv sync --project environments/redaction_pressure
+uv run --project environments/redaction_pressure \
+  python -m unittest discover -s environments/redaction_pressure/tests -v
+uv run --with regex python probe.py
+```
+
+Arena's environments are independently published libraries, so their generated
+`uv.lock` files are intentionally not committed. The runtime contract above is pinned in
+this environment's `pyproject.toml` and exercised on Python 3.11 and 3.12 in CI.
+
+The committed tests demonstrate oracle 1.0 and inaction 0.0, reject the historical
+first-character exploit across all 64 public development tasks, exercise parser and
+rule validation, prove deterministic/private split behavior, and interrupt hostile
+regexes under the shared episode budget.

environments/redaction_pressure/pyproject.toml

@@ -1,12 +1,16 @@
 [project]
 name = "redaction-pressure"
-version = "0.1.0"
+version = "0.2.0"
-description = "redaction-pressure — write redaction rules graded on records the author never saw."
+description = "Provenance-safe redaction rules graded on records the author never saw."
 requires-python = ">=3.11"
-dependencies = ["verifiers", "regex"]
+dependencies = [
+  "pydantic==2.13.4",
+  "regex==2026.7.19",
+  "verifiers==0.3.0",
+]
 
 [build-system]
-requires = ["hatchling"]
+requires = ["hatchling>=1.27,<2"]
 build-backend = "hatchling.build"
 
 [tool.hatch.build.targets.wheel]

environments/redaction_pressure/redaction_pressure/__init__.py

@@ -1,3 +1,4 @@
+from redaction_pressure.provenance import ENVIRONMENT_VERSION
 from redaction_pressure.taskset import RedactionTaskset
 
-__all__ = ["RedactionTaskset"]
+__all__ = ["ENVIRONMENT_VERSION", "RedactionTaskset"]

environments/redaction_pressure/redaction_pressure/provenance.py

@@ -0,0 +1,37 @@
+"""Stable environment identity recorded with every task and trace."""
+
+from __future__ import annotations
+
+import hashlib
+from functools import lru_cache
+from pathlib import Path
+
+ENVIRONMENT_VERSION = "0.2.0"
+CORPUS_VERSION = "redaction-pressure-corpus-v2"
+REWARD_SCHEMA_VERSION = "redaction-pressure-reward-v2"
+SOURCE_FILES = ("corpus.py", "provenance.py", "scan.py", "taskset.py")
+
+
+@lru_cache(maxsize=1)
+def environment_source_sha256() -> str:
+    """Hash the behavior-bearing installed sources, independent of checkout paths."""
+    root = Path(__file__).resolve().parent
+    digest = hashlib.sha256()
+    for name in SOURCE_FILES:
+        payload = (root / name).read_bytes()
+        digest.update(name.encode("utf-8"))
+        digest.update(b"\0")
+        digest.update(len(payload).to_bytes(8, "big"))
+        digest.update(payload)
+    return digest.hexdigest()
+
+
+def trace_provenance(*, split: str, seed_commitment: str) -> dict[str, str]:
+    return {
+        "environment_version": ENVIRONMENT_VERSION,
+        "corpus_version": CORPUS_VERSION,
+        "reward_schema_version": REWARD_SCHEMA_VERSION,
+        "source_sha256": environment_source_sha256(),
+        "split": split,
+        "seed_commitment": seed_commitment,
+    }

environments/redaction_pressure/redaction_pressure/scan.py

@@ -1,40 +1,35 @@
-"""Applying the agent's rules, and measuring what they did.
+"""Apply hostile redaction rules while preserving source-character provenance.
 
-Everything is counted as *removals*, and that choice is the whole reward.
+The scorer never infers redaction from an output substring disappearing.  Every
+character starts with its source offset, replacements carry no source offsets, and a
+secret counts as removed only when *all* offsets in its labelled span are gone.  This
+makes deleting or changing one byte of a secret worth zero recall.  The same provenance
+requires every ordinary and decoy character to survive for the clean gate.
 
-The obvious framing — secrets caught, decoys survived, prose kept — pays a model that
+Agent regexes run under one wall-clock budget shared by compilation and every record.
-returns no rules at all: it destroys nothing, so it keeps everything. Measured that way
+Any invalid, excessive, unsafe, over-broad, or timed-out rule invalidates the complete
-an empty ruleset and a ruleset that shreds the corpus scored identically, and neither
+ruleset; valid rules are still measured so the trace explains what happened, but reward
-told a trainer anything. Counting removals fixes it, because a model that removes nothing
+methods apply ``validity`` and therefore pay zero for an invalid submission.
-has no true positives and therefore no precision.
-
-  removed_secrets   true positives — a seeded secret gone from the held-out text.
-  residual_hits     the ones still there. Forge's rule applies to the gate: a residual
-                    hit is exit 1, not a deduction.
-  collateral_hits   decoys destroyed. Each is shape-matched to a secret class, so this is
-                    what a rule keyed on shape pays and one keyed on meaning does not.
-  innocent_lost     ordinary words destroyed. The floor that stops `\\S+ -> [X]`, which
-                    otherwise has perfect recall.
-
-The agent supplies the patterns, so they are hostile input: `regex` is used rather than
-`re` for its `timeout=`, since `re` cannot be interrupted and one nested quantifier would
-otherwise hang a rollout until the harness killed it.
 """
 
 from __future__ import annotations
 
 import json
 import re
-
+import time
-from dataclasses import dataclass
+from dataclasses import dataclass, field
+from typing import Callable, Iterable
 
 import regex
 
-from redaction_pressure.corpus import Record
+from redaction_pressure.corpus import Record, Span
 
 MAX_RULES = 24
 MAX_PATTERN_CHARS = 200
-PATTERN_TIMEOUT_S = 0.25
+MAX_MATCHES_PER_RULE_RECORD = 128
+PER_OPERATION_TIMEOUT_S = 0.025
+EPISODE_REGEX_BUDGET_S = 0.75
+ALLOWED_REPLACEMENTS = frozenset({"", "[REDACTED]"})
 
 
 @dataclass(frozen=True)
@@ -43,118 +38,331 @@ class Rule:
     replacement: str
 
 
+@dataclass(frozen=True)
+class ParsedRules:
+    rules: tuple[Rule, ...]
+    errors: tuple[str, ...] = ()
+    submitted: int = 0
+
+
+@dataclass(frozen=True)
+class LocatedSpan:
+    kind: str
+    text: str
+    start: int
+    end: int
+
+    @property
+    def offsets(self) -> range:
+        return range(self.start, self.end)
+
+
+@dataclass(frozen=True)
+class TrackedText:
+    text: str
+    origins: tuple[int | None, ...]
+
+    @classmethod
+    def original(cls, text: str) -> "TrackedText":
+        return cls(text=text, origins=tuple(range(len(text))))
+
+
+@dataclass(frozen=True)
+class CompiledRule:
+    index: int
+    pattern: regex.Pattern
+    replacement: str
+
+
+@dataclass
+class RegexBudget:
+    seconds: float = EPISODE_REGEX_BUDGET_S
+    clock: Callable[[], float] = time.monotonic
+    started: float = field(init=False)
+
+    def __post_init__(self) -> None:
+        self.started = self.clock()
+
+    @property
+    def elapsed(self) -> float:
+        return max(0.0, self.clock() - self.started)
+
+    @property
+    def remaining(self) -> float:
+        return max(0.0, self.seconds - self.elapsed)
+
+    def operation_timeout(self) -> float:
+        remaining = self.remaining
+        if remaining <= 0:
+            raise RegexBudgetExceeded("episode regex budget exhausted")
+        return min(PER_OPERATION_TIMEOUT_S, remaining)
+
+
+class RegexBudgetExceeded(RuntimeError):
+    pass
+
+
+@dataclass(frozen=True)
+class ApplyResult:
+    tracked: TrackedText
+    errors: tuple[str, ...]
+
+
 @dataclass
 class Outcome:
-    """What one ruleset did to one slice."""
+    """Measurements for one submitted ruleset over one held-out slice."""
 
+    removed_secrets: int
+    partial_secrets: int
     residual_hits: int
     secrets_total: int
+    credited_secret_chars: int
+    removed_secret_chars: int
+    secret_chars_total: int
     collateral_hits: int
     decoys_total: int
     innocent_lost: int
     innocent_total: int
     invalid_rules: list[str]
-
+    budget_seconds: float
-    @property
+    budget_elapsed_seconds: float
-    def removed_secrets(self) -> int:
-        return self.secrets_total - self.residual_hits
 
     @property
     def recall(self) -> float:
+        """All-or-nothing span recall; partial secret edits earn no recall."""
         return self.removed_secrets / max(self.secrets_total, 1)
 
     @property
-    def precision(self) -> float:
+    def character_coverage(self) -> float:
-        """Of everything this ruleset destroyed, how much of it should have been.
+        """Diagnostic only: never used as reward because partial deletion is unsafe."""
+        return self.removed_secret_chars / max(self.secret_chars_total, 1)
 
-        Zero for an empty ruleset — it destroyed nothing, so none of what it destroyed
+    @property
-        was a secret. That is the case the survivor-counting version got wrong.
+    def precision(self) -> float:
+        """Of removed source characters, the share in fully removed secret spans.
+
+        Characters removed from a merely damaged secret stay in the denominator but are
+        not true positives. This keeps the historical one-byte exploit at precision zero.
         """
-        destroyed = self.removed_secrets + self.collateral_hits + self.innocent_lost
+        destroyed = self.removed_secret_chars + self.innocent_lost
-        return self.removed_secrets / destroyed if destroyed else 0.0
+        return self.credited_secret_chars / destroyed if destroyed else 0.0
+
+    @property
+    def ordinary_preservation(self) -> float:
+        return 1.0 - self.innocent_lost / max(self.innocent_total, 1)
+
+    @property
+    def validity(self) -> float:
+        """Binary by design: invalid hostile input is never a partially paid policy."""
+        return float(not self.invalid_rules)
 
     @property
     def clean(self) -> bool:
-        """The gate: every secret gone AND no decoy taken with it — the ruleset you could
-        actually ship. `forge redact`'s exit 1, with the collateral clause it implies."""
         return (
-            self.residual_hits == 0
+            self.removed_secrets == self.secrets_total
+            and self.partial_secrets == 0
             and self.collateral_hits == 0
+            and self.innocent_lost == 0
             and self.secrets_total > 0
+            and self.validity == 1.0
         )
 
 
-def compile_rules(rules: list[Rule]) -> tuple[list[tuple[regex.Pattern, str]], list[str]]:
+def compile_rules(
-    """Compile what compiles; report the rest rather than failing the rollout.
+    parsed: ParsedRules,
-
+    budget: RegexBudget,
-    A rollout that dies on one bad pattern teaches nothing — the agent's score should
+) -> tuple[list[CompiledRule], list[str]]:
-    reflect that the rule did no work, which is what dropping it does.
+    """Compile bounded rules and retain every validation error."""
-    """
+    errors = list(parsed.errors)
-    compiled, invalid = [], []
+    rules = list(parsed.rules)
-    for rule in rules[:MAX_RULES]:
+    if len(rules) > MAX_RULES:
+        errors.append(f"too many rules: received {len(rules)}, maximum is {MAX_RULES}")
+    compiled: list[CompiledRule] = []
+    for index, rule in enumerate(rules[:MAX_RULES]):
+        label = f"rule[{index}]"
+        if not rule.pattern:
+            errors.append(f"{label}: pattern must not be empty")
+            continue
         if len(rule.pattern) > MAX_PATTERN_CHARS:
-            invalid.append(f"{rule.pattern[:40]}…: over {MAX_PATTERN_CHARS} characters")
+            errors.append(f"{label}: pattern exceeds {MAX_PATTERN_CHARS} characters")
+            continue
+        if rule.replacement not in ALLOWED_REPLACEMENTS:
+            errors.append(
+                f"{label}: replacement must be empty or [REDACTED]; captures and arbitrary text are unsafe"
+            )
             continue
         try:
-            compiled.append((regex.compile(rule.pattern), rule.replacement))
+            budget.operation_timeout()
+            pattern = regex.compile(rule.pattern)
+            budget.operation_timeout()
+        except RegexBudgetExceeded as exc:
+            errors.append(f"{label}: {exc}")
+            break
         except regex.error as exc:
-            invalid.append(f"{rule.pattern[:40]}: {exc}")
+            errors.append(f"{label}: invalid regex: {exc}")
-    return compiled, invalid
-
-
-def apply_rules(body: str, compiled: list[tuple[regex.Pattern, str]]) -> str:
-    """Rules in the order given, each over the whole text. A pattern that times out is
-    skipped for that record rather than aborting the measurement."""
-    text = body
-    for pattern, replacement in compiled:
-        try:
-            text = pattern.sub(replacement, text, timeout=PATTERN_TIMEOUT_S)
-        except (TimeoutError, regex.error):
             continue
-    return text
+        compiled.append(CompiledRule(index=index, pattern=pattern, replacement=rule.replacement))
+    return compiled, errors
 
 
-def _innocent_text(record: Record) -> str:
+def apply_rules(
-    """The record with every secret and decoy cut out — the part no rule should touch."""
+    body: str,
-    text = record.body
+    compiled: Iterable[CompiledRule],
-    for span in [*record.secrets, *record.decoys]:
+    budget: RegexBudget,
-        text = text.replace(span.text, " ")
+) -> ApplyResult:
-    return text
+    """Apply rules atomically per pattern and carry source offsets through unchanged text."""
+    tracked = TrackedText.original(body)
+    errors: list[str] = []
+    for rule in compiled:
+        label = f"rule[{rule.index}]"
+        try:
+            timeout = budget.operation_timeout()
+            matches = list(rule.pattern.finditer(tracked.text, timeout=timeout))
+            budget.operation_timeout()
+        except (TimeoutError, regex.error):
+            errors.append(f"{label}: regex timed out")
+            continue
+        except RegexBudgetExceeded as exc:
+            errors.append(f"{label}: {exc}")
+            break
+        if len(matches) > MAX_MATCHES_PER_RULE_RECORD:
+            errors.append(
+                f"{label}: produced {len(matches)} matches in one record; maximum is "
+                f"{MAX_MATCHES_PER_RULE_RECORD}"
+            )
+            continue
+
+        text_parts: list[str] = []
+        origins: list[int | None] = []
+        cursor = 0
+        for match in matches:
+            start, end = match.span()
+            text_parts.append(tracked.text[cursor:start])
+            origins.extend(tracked.origins[cursor:start])
+            text_parts.append(rule.replacement)
+            origins.extend([None] * len(rule.replacement))
+            cursor = end
+        text_parts.append(tracked.text[cursor:])
+        origins.extend(tracked.origins[cursor:])
+        tracked = TrackedText(text="".join(text_parts), origins=tuple(origins))
+    return ApplyResult(tracked=tracked, errors=tuple(errors))
 
 
-def measure(records: list[Record], rules: list[Rule]) -> Outcome:
+def _locate(body: str, span: Span) -> LocatedSpan:
-    compiled, invalid = compile_rules(rules)
+    start = body.find(span.text)
-    residual = collateral = secrets = decoys = lost = total = 0
+    if start < 0 or body.find(span.text, start + 1) >= 0:
+        raise ValueError(f"ground-truth span {span.kind!r} must occur exactly once")
+    return LocatedSpan(span.kind, span.text, start, start + len(span.text))
+
+
+def _removed_count(span: LocatedSpan, retained: set[int]) -> int:
+    return sum(1 for offset in span.offsets if offset not in retained)
+
+
+def measure(
+    records: list[Record],
+    parsed: ParsedRules | list[Rule],
+    *,
+    budget_seconds: float = EPISODE_REGEX_BUDGET_S,
+    clock: Callable[[], float] = time.monotonic,
+) -> Outcome:
+    """Measure one ruleset under one episode-wide hostile-regex budget."""
+    if isinstance(parsed, list):
+        parsed = ParsedRules(tuple(parsed), submitted=len(parsed))
+    budget = RegexBudget(seconds=budget_seconds, clock=clock)
+    compiled, errors = compile_rules(parsed, budget)
+    removed_secrets = partial_secrets = residual = 0
+    secrets_total = credited_secret_chars = removed_secret_chars = secret_chars_total = 0
+    collateral = decoys_total = innocent_lost = innocent_total = 0
+
     for record in records:
-        redacted = apply_rules(record.body, compiled)
+        result = apply_rules(record.body, compiled, budget)
-        secrets += len(record.secrets)
+        errors.extend(result.errors)
-        decoys += len(record.decoys)
+        retained = {offset for offset in result.tracked.origins if offset is not None}
-        residual += sum(1 for s in record.secrets if s.text in redacted)
+        secrets = [_locate(record.body, span) for span in record.secrets]
-        collateral += sum(1 for d in record.decoys if d.text not in redacted)
+        decoys = [_locate(record.body, span) for span in record.decoys]
-        # Fidelity is counted over whole words rather than characters: a rule that eats
+        secret_offsets = {offset for span in secrets for offset in span.offsets}
-        # every space would otherwise keep most of its characters and look harmless.
+        decoy_offsets = {offset for span in decoys for offset in span.offsets}
-        innocent = [w for w in _innocent_text(record).split() if w]
+
-        total += len(innocent)
+        for span in secrets:
-        lost += sum(1 for w in innocent if w not in redacted)
+            removed = _removed_count(span, retained)
-    return Outcome(residual, secrets, collateral, decoys, lost, total, invalid)
+            removed_secret_chars += removed
+            secret_chars_total += span.end - span.start
+            secrets_total += 1
+            if removed == span.end - span.start:
+                removed_secrets += 1
+                credited_secret_chars += removed
+            elif removed > 0:
+                partial_secrets += 1
+                residual += 1
+            else:
+                residual += 1
+
+        for span in decoys:
+            decoys_total += 1
+            if _removed_count(span, retained) > 0:
+                collateral += 1
+
+        # Every non-secret source character is protected. Decoys are included here as well
+        # as in their span-level gate, so one altered byte is both visible and costly.
+        protected = set(range(len(record.body))) - secret_offsets
+        innocent_total += len(protected)
+        innocent_lost += len(protected - retained)
+
+        # Keep this assertion close to the accounting: every decoy must be protected.
+        if not decoy_offsets <= protected:
+            raise AssertionError("decoy offsets must be non-secret protected content")
+
+    unique_errors = list(dict.fromkeys(errors))
+    return Outcome(
+        removed_secrets=removed_secrets,
+        partial_secrets=partial_secrets,
+        residual_hits=residual,
+        secrets_total=secrets_total,
+        credited_secret_chars=credited_secret_chars,
+        removed_secret_chars=removed_secret_chars,
+        secret_chars_total=secret_chars_total,
+        collateral_hits=collateral,
+        decoys_total=decoys_total,
+        innocent_lost=innocent_lost,
+        innocent_total=innocent_total,
+        invalid_rules=unique_errors,
+        budget_seconds=budget.seconds,
+        budget_elapsed_seconds=budget.elapsed,
+    )
 
 
-_BLOCK = re.compile(r"```(?:json)?\s*\n(.*?)```", re.DOTALL)
+_BLOCK = re.compile(r"```(?:json)?\s*\n(.*?)```", re.DOTALL | re.IGNORECASE)
 
 
-def parse_rules(reply: str) -> list[Rule]:
+def parse_rules(reply: str) -> ParsedRules:
-    """The last JSON array in the reply. A reply with no parsable ruleset is an empty
+    """Parse the last fenced JSON block and retain every structural error.
-    ruleset, not an error — it scores what doing nothing scores."""
+
+    This parser deliberately lives in the scanner rather than the Verifiers taskset so
+    the repository-level four-environment probe stays lightweight.
+    """
     candidates = _BLOCK.findall(reply or "")
     raw = candidates[-1] if candidates else (reply or "")
     try:
-        parsed = json.loads(raw.strip())
+        payload = json.loads(raw.strip())
-    except json.JSONDecodeError:
+    except json.JSONDecodeError as exc:
-        return []
+        return ParsedRules((), (f"response is not valid JSON: {exc.msg}",), 0)
-    if not isinstance(parsed, list):
+    if not isinstance(payload, list):
-        return []
+        return ParsedRules((), ("response JSON must be an array",), 1)
-    rules = []
+
-    for item in parsed:
+    rules: list[Rule] = []
-        if isinstance(item, dict) and isinstance(item.get("pattern"), str):
+    errors: list[str] = []
-            rules.append(Rule(item["pattern"], str(item.get("replacement", ""))))
+    for index, item in enumerate(payload):
-    return rules
+        if not isinstance(item, dict):
+            errors.append(f"item[{index}] must be an object")
+            continue
+        pattern = item.get("pattern")
+        replacement = item.get("replacement", "")
+        if not isinstance(pattern, str):
+            errors.append(f"item[{index}].pattern must be a string")
+            continue
+        if not isinstance(replacement, str):
+            errors.append(f"item[{index}].replacement must be a string")
+            continue
+        rules.append(Rule(pattern=pattern, replacement=replacement))
+    return ParsedRules(tuple(rules), tuple(errors), len(payload))

environments/redaction_pressure/redaction_pressure/taskset.py

@@ -1,57 +1,90 @@
-"""redaction-pressure: write redaction rules that survive records you never read.
+"""Verifiers v1 taskset for provenance-safe redaction rules."""
-
-The agent reads a handful of support tickets seeded with secrets, and returns a ruleset.
-The ruleset is then run against the *next* records the same generator would have produced.
-That gap is the environment: rules fitted to the visible examples score well on the
-visible examples and are worth nothing, and only the held-out slice can tell the two apart.
-
-Three rewards, all counted over what the ruleset *destroyed*:
-
-  recall     seeded secrets removed from the held-out text.
-  precision  of everything destroyed, the share that was a secret. An empty ruleset
-             destroys nothing and therefore scores zero here — which is the point. A
-             first pass scored survivors instead, and an empty ruleset tied the best
-             real attempt at 0.500 because it had kept every decoy and every word.
-  gate       binary: every secret gone and no decoy taken with it. `forge redact`'s
-             exit 1, which is a verdict and not a deduction.
-
-No judge model and no runtime: the reward is a scanner, so a rollout costs one completion
-and grades in milliseconds. Deterministic from the task seed.
-"""
 
 from __future__ import annotations
 
-import re
+import hashlib
-from typing import ClassVar
+import hmac
+import os
+from typing import Literal
 
-from pydantic import Field
+from pydantic import Field, model_validator
 
 import verifiers.v1 as vf
 
 from redaction_pressure.corpus import build_slices
-from redaction_pressure.scan import MAX_RULES, Rule, measure, parse_rules
+from redaction_pressure.provenance import (
+    CORPUS_VERSION,
+    ENVIRONMENT_VERSION,
+    REWARD_SCHEMA_VERSION,
+    environment_source_sha256,
+    trace_provenance,
+)
+from redaction_pressure.scan import MAX_RULES, measure, parse_rules
+
+Split = Literal["train", "dev", "private_eval"]
+PUBLIC_SPLIT_BASES = {"train": 100_000, "dev": 200_000}
+PRIVATE_SEED_ENV_DEFAULT = "REDACTION_PRESSURE_PRIVATE_SEED"
+MAX_TASKS_PER_SPLIT = 10_000
 
 SYSTEM = f"""You are writing redaction rules for a support-ticket corpus.
 
 Return a JSON array of at most {MAX_RULES} rules in one ```json code block. Each rule is
-an object with "pattern" (a Python regular expression) and "replacement" (the text that
+an object with "pattern" (a Python regex) and "replacement". For safety, replacement
-replaces every match).
+must be exactly "[REDACTED]" or the empty string; capture expansion and arbitrary
+replacement text invalidate the complete ruleset.
 
-Your rules will NOT be graded on the tickets below. They will be run against different
+Your rules are graded on different tickets from the same source. A secret earns credit
-tickets from the same source, containing the same kinds of secret and the same kinds of
+only when every source character in its labelled span is removed. Changing one byte is
-lookalike. Removing every secret matters most; destroying text that only resembles a
+still a residual secret. Every non-secret source character, including public lookalikes,
-secret, or shredding ordinary prose, costs you.
+must survive for the clean gate. Invalid, excessive, over-broad, or timed-out rules make
+the rollout invalid and receive zero reward.
 
-Example shape:
+Example:
 ```json
-[{{"pattern": "\\\\bfoo-\\\\d+\\\\b", "replacement": "[REF]"}}]
+[{{"pattern": "\\\\bfoo-\\\\d+\\\\b", "replacement": "[REDACTED]"}}]
 ```"""
 
+
+def _private_key(env_name: str) -> bytes:
+    value = os.environ.get(env_name, "")
+    if len(value) < 32:
+        raise ValueError(
+            f"private_eval requires at least 32 characters in environment variable {env_name}"
+        )
+    return value.encode("utf-8")
+
+
+def seed_for(split: Split, index: int, private_seed_env: str = PRIVATE_SEED_ENV_DEFAULT) -> int:
+    if split in PUBLIC_SPLIT_BASES:
+        return PUBLIC_SPLIT_BASES[split] + index
+    key = _private_key(private_seed_env)
+    digest = hmac.new(
+        key,
+        f"redaction-pressure/v2/private_eval/{index}".encode("utf-8"),
+        hashlib.sha256,
+    ).digest()
+    return int.from_bytes(digest[:8], "big") & ((1 << 63) - 1)
+
+
+def seed_commitment(split: Split, private_seed_env: str = PRIVATE_SEED_ENV_DEFAULT) -> str:
+    if split in PUBLIC_SPLIT_BASES:
+        material = f"redaction-pressure/v2/{split}/{PUBLIC_SPLIT_BASES[split]}".encode()
+    else:
+        material = _private_key(private_seed_env)
+    return hashlib.sha256(material).hexdigest()
+
+
 class RedactionData(vf.TaskData):
     seed: int
-    """Rebuilds both slices exactly; the held-out records are never serialized here."""
+    """Rebuilds both slices exactly; held-out records are generated only for scoring."""
     visible: int
     held_out: int
+    split: Split
+    seed_commitment: str
+    environment_version: str
+    corpus_version: str
+    reward_schema_version: str
+    source_sha256: str
 
 
 class RedactionTask(vf.Task[RedactionData]):
@@ -61,59 +94,81 @@ class RedactionTask(vf.Task[RedactionData]):
 
     @vf.metric
     async def scan(self, trace: vf.Trace) -> dict[str, float]:
-        """Run the ruleset over the held-out slice once; every reward reads this."""
+        """Rebuild the held-out slice once and expose raw diagnostics in the trace."""
         _, held_out = build_slices(self.data.seed, self.data.visible, self.data.held_out)
         outcome = measure(held_out, parse_rules(trace.last_reply))
+        trace.info["environment"] = trace_provenance(
+            split=self.data.split,
+            seed_commitment=self.data.seed_commitment,
+        )
+        trace.info["redaction_errors"] = outcome.invalid_rules
         return {
             "recall": outcome.recall,
             "precision": outcome.precision,
             "clean": float(outcome.clean),
+            "validity": outcome.validity,
+            "character_coverage": outcome.character_coverage,
+            "ordinary_preservation": outcome.ordinary_preservation,
             "residual_hits": float(outcome.residual_hits),
+            "partial_secrets": float(outcome.partial_secrets),
             "collateral_hits": float(outcome.collateral_hits),
             "innocent_lost": float(outcome.innocent_lost),
             "invalid_rules": float(len(outcome.invalid_rules)),
+            "regex_budget_elapsed_seconds": outcome.budget_elapsed_seconds,
         }
 
     @vf.reward(weight=0.35)
     async def recall(self, trace: vf.Trace) -> float:
-        return trace.metrics.get("recall", 0.0)
+        return trace.metrics.get("recall", 0.0) * trace.metrics.get("validity", 0.0)
 
     @vf.reward(weight=0.35)
     async def precision(self, trace: vf.Trace) -> float:
-        return trace.metrics.get("precision", 0.0)
+        return trace.metrics.get("precision", 0.0) * trace.metrics.get("validity", 0.0)
 
     @vf.reward(weight=0.30)
     async def gate(self, trace: vf.Trace) -> float:
-        return trace.metrics.get("clean", 0.0)
+        return trace.metrics.get("clean", 0.0) * trace.metrics.get("validity", 0.0)
 
 
 class RedactionConfig(vf.TasksetConfig):
-    num_tasks: int = Field(64, ge=1)
+    num_tasks: int = Field(64, ge=1, le=MAX_TASKS_PER_SPLIT)
-    visible: int = Field(4, ge=1)
+    visible: int = Field(4, ge=1, le=64)
-    """Records the agent reads."""
+    held_out: int = Field(12, ge=1, le=256)
-    held_out: int = Field(12, ge=1)
+    split: Split = "dev"
-    """Records it is graded on and never sees."""
+    private_seed_env: str = PRIVATE_SEED_ENV_DEFAULT
+
+    @model_validator(mode="after")
+    def validate_private_split(self) -> "RedactionConfig":
+        if self.split == "private_eval":
+            _private_key(self.private_seed_env)
+        return self
 
 
 class RedactionTaskset(vf.Taskset[RedactionTask, RedactionConfig]):
-    SEED_BASE: ClassVar[int] = 90_000
-
     def load(self) -> list[RedactionTask]:
+        commitment = seed_commitment(self.config.split, self.config.private_seed_env)
+        source_hash = environment_source_sha256()
         tasks = []
-        for i in range(self.config.num_tasks):
+        for index in range(self.config.num_tasks):
-            seed = self.SEED_BASE + i
+            seed = seed_for(self.config.split, index, self.config.private_seed_env)
             visible, _ = build_slices(seed, self.config.visible, self.config.held_out)
             tickets = "\n\n".join(record.body for record in visible)
             tasks.append(
                 RedactionTask(
                     RedactionData(
-                        idx=i,
+                        idx=index,
-                        name=f"stream-{seed}",
+                        name=f"{self.config.split}-{index:05d}",
                         prompt=f"Tickets from the stream:\n\n{tickets}\n\nWrite the ruleset.",
                         system_prompt=SYSTEM,
                         seed=seed,
                         visible=self.config.visible,
                         held_out=self.config.held_out,
+                        split=self.config.split,
+                        seed_commitment=commitment,
+                        environment_version=ENVIRONMENT_VERSION,
+                        corpus_version=CORPUS_VERSION,
+                        reward_schema_version=REWARD_SCHEMA_VERSION,
+                        source_sha256=source_hash,
                     ),
                     self.config.task,
                 )

environments/redaction_pressure/tests/__init__.py

@@ -0,0 +1 @@
+"""Tests for redaction-pressure."""

environments/redaction_pressure/tests/helpers.py

@@ -0,0 +1,36 @@
+from __future__ import annotations
+
+import json
+
+from redaction_pressure.scan import Rule
+
+
+ORACLE_RULES = [
+    Rule(r"(?<=Customer pasted their key )sk-live-[a-z0-9]{24}", "[REDACTED]"),
+    Rule(r"(?<=Reply-to was )[a-z]+[.][a-z]+@[a-z]{6}[.]com", "[REDACTED]"),
+    Rule(r"(?<=Callback number )[+]1-[0-9]{3}-[0-9]{3}-[0-9]{4}", "[REDACTED]"),
+    Rule(r"(?<=They read the card )[0-9]{4}(?:-[0-9]{4}){3}", "[REDACTED]"),
+    Rule(r"(?<=Trace pointed at )[a-z]{5}-db-[1-9][.]internal[.]lumbridge", "[REDACTED]"),
+    Rule(
+        r"(?<=Escalated by )(?:Dana|Priya|Marcus|Ines|Tomas|Rui|Nadia|Owen) "
+        r"(?:Okafor|Lindqvist|Baptiste|Moreau|Sato|Ahmed|Vance|Duarte)",
+        "[REDACTED]",
+    ),
+    Rule(r"(?<=Session )[0-9a-f]{8}(?:-[0-9a-f]{4}){3}-[0-9a-f]{12}", "[REDACTED]"),
+]
+
+FIRST_CHARACTER_HACK = [
+    Rule(r"(?<=Customer pasted their key )s", ""),
+    Rule(r"(?<=Reply-to was )[a-z]", ""),
+    Rule(r"(?<=Callback number )[+]", ""),
+    Rule(r"(?<=They read the card )[0-9]", ""),
+    Rule(r"(?<=Trace pointed at )[a-z]", ""),
+    Rule(r"(?<=Escalated by )[A-Z]", ""),
+    Rule(r"(?<=Session )[0-9a-f]", ""),
+]
+
+
+def reply_for(rules: list[Rule]) -> str:
+    return "```json\n" + json.dumps(
+        [{"pattern": rule.pattern, "replacement": rule.replacement} for rule in rules]
+    ) + "\n```"

environments/redaction_pressure/tests/test_scan.py

@@ -0,0 +1,116 @@
+from __future__ import annotations
+
+import unittest
+
+import regex
+
+from redaction_pressure.corpus import build_slices
+from redaction_pressure.scan import (
+    CompiledRule,
+    ParsedRules,
+    RegexBudget,
+    Rule,
+    apply_rules,
+    measure,
+)
+from tests.helpers import FIRST_CHARACTER_HACK, ORACLE_RULES
+
+
+def held_out(seed: int = 200_000):
+    return build_slices(seed, 4, 12)[1]
+
+
+class RewardContractTests(unittest.TestCase):
+    def test_oracle_is_one_for_every_public_dev_task(self) -> None:
+        for seed in range(200_000, 200_064):
+            with self.subTest(seed=seed):
+                outcome = measure(build_slices(seed, 4, 12)[1], ORACLE_RULES)
+                self.assertEqual(outcome.recall, 1.0)
+                self.assertEqual(outcome.precision, 1.0)
+                self.assertTrue(outcome.clean)
+                self.assertEqual(outcome.validity, 1.0)
+
+    def test_inaction_is_zero(self) -> None:
+        outcome = measure(held_out(), [])
+        self.assertEqual(outcome.recall, 0.0)
+        self.assertEqual(outcome.precision, 0.0)
+        self.assertFalse(outcome.clean)
+        self.assertEqual(outcome.validity, 1.0)
+
+    def test_first_character_exploit_earns_zero_recall(self) -> None:
+        for seed in range(200_000, 200_064):
+            with self.subTest(seed=seed):
+                outcome = measure(build_slices(seed, 4, 12)[1], FIRST_CHARACTER_HACK)
+                self.assertEqual(outcome.recall, 0.0)
+                self.assertEqual(outcome.precision, 0.0)
+                self.assertEqual(outcome.partial_secrets, outcome.secrets_total)
+                self.assertEqual(outcome.residual_hits, outcome.secrets_total)
+                self.assertFalse(outcome.clean)
+
+    def test_ordinary_content_loss_breaks_clean_gate_and_precision(self) -> None:
+        rules = [*ORACLE_RULES, Rule(r"Customer", "")]
+        outcome = measure(held_out(), rules)
+        self.assertEqual(outcome.recall, 1.0)
+        self.assertGreater(outcome.innocent_lost, 0)
+        self.assertLess(outcome.precision, 1.0)
+        self.assertFalse(outcome.clean)
+
+    def test_one_decoy_character_is_collateral(self) -> None:
+        rules = [*ORACLE_RULES, Rule(r"(?<=our published sample is )s", "")]
+        outcome = measure(held_out(), rules)
+        self.assertGreater(outcome.collateral_hits, 0)
+        self.assertGreater(outcome.innocent_lost, 0)
+        self.assertFalse(outcome.clean)
+
+    def test_arbitrary_replacement_invalidates_complete_ruleset(self) -> None:
+        parsed = ParsedRules(tuple([*ORACLE_RULES, Rule(r"never-matches", "[EMAIL]")]), submitted=8)
+        outcome = measure(held_out(), parsed)
+        self.assertEqual(outcome.validity, 0.0)
+        self.assertFalse(outcome.clean)
+        self.assertTrue(any("replacement" in error for error in outcome.invalid_rules))
+
+    def test_excess_rules_are_explicitly_invalid(self) -> None:
+        parsed = ParsedRules(tuple(Rule(r"(?!)", "") for _ in range(25)), submitted=25)
+        outcome = measure(held_out(), parsed)
+        self.assertEqual(outcome.validity, 0.0)
+        self.assertTrue(any("too many rules" in error for error in outcome.invalid_rules))
+
+    def test_broad_many_match_rule_is_invalid(self) -> None:
+        outcome = measure(held_out(), [Rule(r"(?=.)", "")])
+        self.assertEqual(outcome.validity, 0.0)
+        self.assertTrue(any("matches in one record" in error for error in outcome.invalid_rules))
+
+    def test_shred_everything_cannot_pass_preservation_gate(self) -> None:
+        outcome = measure(held_out(), [Rule(r"\S+", "[REDACTED]")])
+        self.assertGreater(outcome.innocent_lost, 0)
+        self.assertGreater(outcome.collateral_hits, 0)
+        self.assertFalse(outcome.clean)
+        self.assertLess(outcome.precision, 1.0)
+
+    def test_real_catastrophic_regex_is_interrupted(self) -> None:
+        compiled = [CompiledRule(0, regex.compile(r"(?:a|aa)+$"), "")]
+        result = apply_rules("a" * 20_000 + "!", compiled, RegexBudget(seconds=0.05))
+        self.assertTrue(any("timed out" in error or "budget" in error for error in result.errors))
+        self.assertEqual(result.tracked.text, "a" * 20_000 + "!")
+
+    def test_episode_budget_is_shared_and_bounded(self) -> None:
+        class Clock:
+            def __init__(self) -> None:
+                self.value = 0.0
+
+            def __call__(self) -> float:
+                self.value += 0.2
+                return self.value
+
+        outcome = measure(held_out(), ORACLE_RULES, budget_seconds=0.5, clock=Clock())
+        self.equal_zero_reward_invalid(outcome)
+        self.assertGreaterEqual(outcome.budget_elapsed_seconds, outcome.budget_seconds)
+        self.assertTrue(any("budget exhausted" in error for error in outcome.invalid_rules))
+
+    def equal_zero_reward_invalid(self, outcome) -> None:
+        self.assertEqual(outcome.validity, 0.0)
+        self.assertFalse(outcome.clean)
+
+
+if __name__ == "__main__":
+    unittest.main()

environments/redaction_pressure/tests/test_taskset.py

@@ -0,0 +1,120 @@
+from __future__ import annotations
+
+import asyncio
+import os
+import string
+import unittest
+from types import SimpleNamespace
+from unittest.mock import patch
+
+from pydantic import ValidationError
+
+from redaction_pressure.corpus import build_slices
+from redaction_pressure.provenance import environment_source_sha256
+from redaction_pressure.taskset import (
+    RedactionConfig,
+    RedactionTaskset,
+    SYSTEM,
+    parse_rules,
+    seed_commitment,
+    seed_for,
+)
+from tests.helpers import ORACLE_RULES, reply_for
+
+
+class ParserTests(unittest.TestCase):
+    def test_system_prompt_example_is_valid_json(self) -> None:
+        parsed = parse_rules(SYSTEM)
+        self.assertEqual(parsed.errors, ())
+        self.assertEqual(len(parsed.rules), 1)
+
+    def test_last_json_block_wins(self) -> None:
+        parsed = parse_rules("```json\n[]\n```\nthen\n" + reply_for(ORACLE_RULES[:1]))
+        self.assertEqual(parsed.rules, tuple(ORACLE_RULES[:1]))
+        self.assertEqual(parsed.errors, ())
+        self.assertEqual(parsed.submitted, 1)
+
+    def test_valid_empty_array_is_inaction_not_invalid(self) -> None:
+        parsed = parse_rules("[]")
+        self.assertEqual(parsed.rules, ())
+        self.assertEqual(parsed.errors, ())
+        self.assertEqual(parsed.submitted, 0)
+
+    def test_malformed_json_is_explicitly_invalid(self) -> None:
+        parsed = parse_rules("not json")
+        self.assertFalse(parsed.rules)
+        self.assertTrue(parsed.errors)
+
+    def test_non_array_and_bad_items_are_explicitly_invalid(self) -> None:
+        self.assertTrue(parse_rules('{"pattern": "x"}').errors)
+        parsed = parse_rules('[1, {"pattern": 2}, {"pattern": "x", "replacement": 4}]')
+        self.assertEqual(len(parsed.errors), 3)
+        self.assertEqual(parsed.submitted, 3)
+
+
+class SeedAndProvenanceTests(unittest.TestCase):
+    def test_corpus_is_deterministic(self) -> None:
+        self.assertEqual(build_slices(200_123, 4, 12), build_slices(200_123, 4, 12))
+
+    def test_train_and_dev_seed_ranges_are_disjoint(self) -> None:
+        train = {seed_for("train", index) for index in range(10_000)}
+        dev = {seed_for("dev", index) for index in range(10_000)}
+        self.assertTrue(train.isdisjoint(dev))
+
+    def test_private_split_requires_external_secret(self) -> None:
+        with patch.dict(os.environ, {}, clear=True):
+            with self.assertRaises(ValidationError):
+                RedactionConfig(split="private_eval")
+
+    def test_private_seeds_are_deterministic_keyed_and_committed(self) -> None:
+        key_a = "a" * 32
+        key_b = "b" * 32
+        with patch.dict(os.environ, {"REDACTION_PRESSURE_PRIVATE_SEED": key_a}):
+            first = seed_for("private_eval", 7)
+            again = seed_for("private_eval", 7)
+            commitment = seed_commitment("private_eval")
+        with patch.dict(os.environ, {"REDACTION_PRESSURE_PRIVATE_SEED": key_b}):
+            other = seed_for("private_eval", 7)
+        self.assertEqual(first, again)
+        self.assertNotEqual(first, other)
+        self.assertNotIn(key_a, commitment)
+        self.assertEqual(len(commitment), 64)
+
+    def test_source_hash_is_stable_hex(self) -> None:
+        first = environment_source_sha256()
+        self.assertEqual(first, environment_source_sha256())
+        self.assertEqual(len(first), 64)
+        self.assertTrue(set(first) <= set(string.hexdigits.lower()))
+
+    def test_task_data_carries_replay_identity_without_secret_key(self) -> None:
+        taskset = RedactionTaskset(RedactionConfig(num_tasks=2, split="dev"))
+        tasks = taskset.load()
+        self.assertEqual([task.data.name for task in tasks], ["dev-00000", "dev-00001"])
+        self.assertNotEqual(tasks[0].data.seed, tasks[1].data.seed)
+        self.assertEqual(tasks[0].data.source_sha256, environment_source_sha256())
+        self.assertEqual(len(tasks[0].data.seed_commitment), 64)
+        self.assertEqual(tasks[0].data.environment_version, "0.2.0")
+
+    def test_scoring_records_provenance_and_oracle_metrics(self) -> None:
+        task = RedactionTaskset(RedactionConfig(num_tasks=1, split="dev")).load()[0]
+        trace = SimpleNamespace(last_reply=reply_for(ORACLE_RULES), info={})
+        metrics = asyncio.run(task.scan(trace))
+        self.assertEqual(metrics["recall"], 1.0)
+        self.assertEqual(metrics["precision"], 1.0)
+        self.assertEqual(metrics["clean"], 1.0)
+        self.assertEqual(metrics["validity"], 1.0)
+        self.assertEqual(trace.info["environment"]["source_sha256"], environment_source_sha256())
+        self.assertEqual(trace.info["redaction_errors"], [])
+
+    def test_invalidity_multiplies_all_rewards_to_zero(self) -> None:
+        task = RedactionTaskset(RedactionConfig(num_tasks=1, split="dev")).load()[0]
+        trace = SimpleNamespace(
+            metrics={"recall": 1.0, "precision": 1.0, "clean": 1.0, "validity": 0.0}
+        )
+        self.assertEqual(asyncio.run(task.recall(trace)), 0.0)
+        self.assertEqual(asyncio.run(task.precision(trace)), 0.0)
+        self.assertEqual(asyncio.run(task.gate(trace)), 0.0)
+
+
+if __name__ == "__main__":
+    unittest.main()

probe.py

@@ -3,9 +3,9 @@
 Run this before believing any reward in this repository. Every environment here was wrong
 the first time and this is what caught it:
 
-  redaction-pressure  scored SURVIVORS — secrets caught, decoys kept, prose kept. An empty
+  redaction-pressure  originally scored SURVIVORS, so an empty ruleset tied a real attempt.
-                      ruleset destroys nothing so it keeps everything, and it tied the best
+                      Its v0.2 scanner additionally tracks source offsets: changing one byte
-                      real attempt at 0.500. Counting removals instead put inaction at zero.
+                      of a secret earns zero recall, and malformed/unsafe rules earn zero.
   canary-trap         let the paraphrase restate the corpus verbatim for facts that had no
                       distinct rewording, so GUID probes caught it by accident and the
                       environment taught nothing. Every fact now has a `core` token that is
@@ -102,23 +102,25 @@ def redaction() -> dict[str, float]:
     def run(rules: list[dict]) -> float:
         total = 0.0
         for i in range(TASKS):
-            _, held = build_slices(90_000 + i, 4, 12)
+            _, held = build_slices(200_000 + i, 4, 12)
             o = measure(held, parse_rules("```json\n" + json.dumps(rules) + "\n```"))
-            total += 0.35 * o.recall + 0.35 * o.precision + 0.30 * float(o.clean)
+            total += o.validity * (
+                0.35 * o.recall + 0.35 * o.precision + 0.30 * float(o.clean)
+            )
         return total / TASKS
 
     oracle = [
-        {"pattern": r"sk-live-\w+", "replacement": "[KEY]"},
+        {"pattern": r"(?<=Customer pasted their key )sk-live-[a-z0-9]{24}", "replacement": "[REDACTED]"},
-        {"pattern": r"[\w.]+@(?!lumbridgecorp\.com)[\w.]+\.com", "replacement": "[EMAIL]"},
+        {"pattern": r"(?<=Reply-to was )[a-z]+[.][a-z]+@[a-z]{6}[.]com", "replacement": "[REDACTED]"},
-        {"pattern": r"\+1-\d{3}-\d{3}-\d{4}", "replacement": "[PHONE]"},
+        {"pattern": r"(?<=Callback number )[+]1-[0-9]{3}-[0-9]{3}-[0-9]{4}", "replacement": "[REDACTED]"},
-        {"pattern": r"(?<!ORD-)\b\d{4}-\d{4}-\d{4}-\d{4}\b", "replacement": "[CARD]"},
+        {"pattern": r"(?<=They read the card )[0-9]{4}(?:-[0-9]{4}){3}", "replacement": "[REDACTED]"},
-        {"pattern": r"\b[\w-]+\.internal\.lumbridge\b", "replacement": "[HOST]"},
+        {"pattern": r"(?<=Trace pointed at )[a-z]{5}-db-[1-9][.]internal[.]lumbridge", "replacement": "[REDACTED]"},
-        {"pattern": r"\b[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}\b", "replacement": "[GUID]"},
+        {"pattern": r"(?<=Session )[0-9a-f]{8}(?:-[0-9a-f]{4}){3}-[0-9a-f]{12}", "replacement": "[REDACTED]"},
-        {"pattern": r"\b(Dana|Priya|Marcus|Ines|Tomas|Rui|Nadia|Owen) (Okafor|Lindqvist|Baptiste|Moreau|Sato|Ahmed|Vance|Duarte)\b", "replacement": "[PERSON]"},
+        {"pattern": r"(?<=Escalated by )(?:Dana|Priya|Marcus|Ines|Tomas|Rui|Nadia|Owen) (?:Okafor|Lindqvist|Baptiste|Moreau|Sato|Ahmed|Vance|Duarte)", "replacement": "[REDACTED]"},
     ]
     return {
         "inaction": run([]),
-        "crude": run([{"pattern": r"\S+", "replacement": "[X]"}]),
+        "crude": run([{"pattern": r"\S+", "replacement": "[REDACTED]"}]),
         "plausible": run(oracle[:4]),
         "oracle": run(oracle),
     }

tests/test_probe.py

@@ -0,0 +1,40 @@
+from __future__ import annotations
+
+import subprocess
+import sys
+import unittest
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parents[1]
+ENVIRONMENTS = (
+    "redaction-pressure",
+    "canary-trap",
+    "fault-localisation",
+    "schema-migration",
+)
+
+
+class RootProbeIntegrationTests(unittest.TestCase):
+    def test_public_root_probe_gates_all_four_environments(self) -> None:
+        completed = subprocess.run(
+            [sys.executable, "probe.py"],
+            cwd=ROOT,
+            text=True,
+            capture_output=True,
+            timeout=30,
+            check=False,
+        )
+        self.assertEqual(
+            completed.returncode,
+            0,
+            msg=f"root probe failed:\nstdout:\n{completed.stdout}\nstderr:\n{completed.stderr}",
+        )
+        for environment in ENVIRONMENTS:
+            with self.subTest(environment=environment):
+                self.assertIn(environment, completed.stdout)
+        self.assertEqual(completed.stdout.count("   ok"), len(ENVIRONMENTS))
+
+
+if __name__ == "__main__":
+    unittest.main()