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feat(learning-harness): curated repository tools and a parameterised hunter loop
Task 1.5. Four tools join the three the hunter already had. Resolving a definition by symbol returns its file, line span and body, decorators included, so a detector stops guessing what a callee or a route handler does. Listing entry points, flows and obligations answers with identifiers and line spans only, so a structural tool can never become a second way to dump the repository. Every path a caller supplies is clamped to the scan root first. The loop now takes the system prompt, the user prompt, the files to start from, the tool subset, the character limit and the tags its findings carry, each defaulting to today's behaviour, and it replays the provider's reasoning field on the next turn because the provider otherwise drops its own chain of thought across a tool call. A detector configuration is exactly this set of knobs. Co-Authored-By: Claude Opus 5 (1M context) <[email protected]> Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
This commit is contained in:
Marius Ciepluch
co-authored by
Claude Opus 5
Claude Opus 5
parent
6b58c81ba0
commit
6965c39b7b
@@ -5,7 +5,7 @@ import re
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from collections.abc import Iterable, Iterator, Mapping
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from pathlib import Path
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from .preprocess import enumerate_source_files
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from .preprocess import FileTarget, enumerate_source_files
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class PathEscapesRepo(ValueError):
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@@ -128,3 +128,172 @@ def _as_line(value: object) -> int | None:
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if isinstance(value, int):
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return value
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return None
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# --- curated structural tools (learning-harness, Req 6.4, 6.5) --------------------------------------
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# A detector reads code with `read_file` and `read_definition`; the three list tools below answer with
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# identifiers and line spans only, so they can never become a second way to dump the repository. Every
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# path a caller supplies is clamped to the scan root first. No caching: a detector calls these a handful
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# of times per region, and a stale view of a tree that a round may have rewritten is worse than a reparse.
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def read_definition(root: Path, symbol: str, *, max_chars: int, path: str | None = None) -> dict[str, object] | None:
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"""The definition of one named function: where it is, how far it runs, and its text. None when absent."""
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resolved_root = root.resolve()
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scope = clamp_repo_path(resolved_root, path) if path is not None else None
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for relative, target in _iter_clamped_source_files(resolved_root):
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if scope is not None and target != scope:
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continue
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text = target.read_text(errors="ignore")
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span = _named_span(relative, text, symbol)
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if span is None:
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continue
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lines = text.splitlines()
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start, end = span
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while start > 1 and lines[start - 2].lstrip().startswith("@"):
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start -= 1 # a handler's decorators are part of what the detector must see
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body = "\n".join(lines[start - 1 : end])
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return {"path": relative, "name": symbol, "start_line": start, "end_line": end, "text": body[: max(max_chars, 0)]}
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return None
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def entry_points(root: Path, *, path: str | None = None) -> list[dict[str, object]]:
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"""Handlers the mapper names, with their access classification and evidence. No source text."""
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from .mapping import analyze_entry_points
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resolved_root = root.resolve()
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relative = _relative_or_none(resolved_root, path)
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targets = _repo_targets(resolved_root)
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rows: list[dict[str, object]] = []
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for record in analyze_entry_points(resolved_root, targets):
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if relative is not None and record.path != relative:
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continue
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rows.append(
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{
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"path": record.path,
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"function": record.function_name,
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"name": record.name,
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"kind": record.kind,
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"line": record.line,
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"end_line": record.end_line,
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"access_level": record.access_level,
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"evidence": list(record.access_evidence),
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}
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)
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return rows
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def flows(root: Path, *, path: str, function: str) -> list[dict[str, object]]:
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"""Adjudicated source-to-sink records inside one function: which source, which sink, what the overlay said."""
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from .findings import quick_scan_findings
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from .rank import rank_targets
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from .semantic import adjudicate
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resolved_root = root.resolve()
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relative = _relative_or_none(resolved_root, path)
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targets = _repo_targets(resolved_root)
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span = _span_in(resolved_root, relative, function)
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if span is None:
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return []
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findings = [item for item in quick_scan_findings(resolved_root, targets, rank_targets(targets), None) if item.status != "shadow"]
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rows: list[dict[str, object]] = []
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for record in adjudicate(root=resolved_root, targets=targets, findings=findings):
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if record.path != relative or record.line is None or not span[0] <= record.line <= span[1]:
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continue
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rows.append(
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{
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"path": record.path,
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"function": function,
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"line": record.line,
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"sources": list(record.sources),
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"sinks": list(record.sinks),
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"disposition": record.disposition,
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"cwe": record.cwe,
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}
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)
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return rows
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def obligations(root: Path, *, path: str, function: str) -> list[dict[str, object]]:
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"""What one function owes and has not discharged: the operation, the missing discharger, why it is owed."""
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from .config import ObligationsConfig
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from .semantic.facts import FactLoadError, load_facts
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from .semantic.ir import parse_file
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from .semantic.obligations import check_obligations, load_obligation_facts
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from .semantic.obligations.dominance import OrderDominance
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resolved_root = root.resolve()
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relative = _relative_or_none(resolved_root, path)
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targets = _repo_targets(resolved_root)
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try:
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flow_facts = load_facts()
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except FactLoadError:
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return []
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irs: dict[str, tuple[object, str]] = {}
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texts: dict[str, str] = {}
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for target in targets:
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try:
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text = (resolved_root / target.path).read_text(errors="ignore")
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except OSError:
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continue
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texts[target.path] = text
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irs[target.path] = (parse_file(target.path, text, target.language), text)
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from .mapping import analyze_entry_points
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result = check_obligations(
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irs=irs, # type: ignore[arg-type]
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entries=analyze_entry_points(resolved_root, targets),
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facts=load_obligation_facts(),
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flow_facts=flow_facts,
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policy=None,
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paths=(),
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dominance=OrderDominance(texts=texts),
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store_shapes=(),
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min_siblings=ObligationsConfig().min_siblings,
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)
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return [
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{
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"path": finding.operation.path,
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"function": finding.operation.function,
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"line": finding.operation.line,
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"operation": finding.operation.kind,
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"resource": finding.operation.resource,
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"missing": finding.missing,
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"label": finding.label,
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"evidence": list(finding.evidence),
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}
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for finding in result.findings
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if (relative is None or finding.operation.path == relative) and finding.operation.function == function
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]
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def _repo_targets(root: Path) -> list[FileTarget]:
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from .preprocess import preprocess_repository
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_, targets = preprocess_repository(root)
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return list(targets)
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def _relative_or_none(root: Path, path: str | None) -> str | None:
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if path is None:
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return None
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return clamp_repo_path(root, path).relative_to(root).as_posix()
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def _named_span(relative: str, text: str, symbol: str) -> tuple[int, int] | None:
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from .preprocess import detect_language
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from .semantic.functions import named_function_ranges, spans_named
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ranges = named_function_ranges(relative, text, detect_language(Path(relative)))
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spans = spans_named(ranges or (), symbol)
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return spans[0] if spans else None
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def _span_in(root: Path, relative: str | None, function: str) -> tuple[int, int] | None:
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if relative is None:
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return None
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try:
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text = (root / relative).read_text(errors="ignore")
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except OSError:
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return None
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return _named_span(relative, text, function)
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@@ -12,7 +12,17 @@ from typing import Protocol
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from .complexity.map import Hotspot
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from .findings import StaticFinding
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from .hunter_tools import PathEscapesRepo, clamp_repo_path, find_refs, grep_repo, read_file
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from .hunter_tools import (
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PathEscapesRepo,
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clamp_repo_path,
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entry_points,
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find_refs,
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flows,
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grep_repo,
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obligations,
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read_definition,
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read_file,
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)
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from .provider.openrouter import OpenRouterChatClient, OpenRouterError
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_DEFAULT_MAX_CHARS = 4000
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@@ -20,7 +30,8 @@ _DEFAULT_MAX_MATCHES = 50
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DEFAULT_MAX_STEPS = 4
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CLIENT_ENV = "OPENULTRASAST_HUNTER_CLIENT"
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_FINDING_ID_PREFIX = "tool-hunter:"
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_HUNTER_TOOL_NAMES = frozenset({"read_file", "grep_repo", "find_refs"})
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DEFAULT_TOOL_NAMES = ("read_file", "grep_repo", "find_refs")
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_HUNTER_TOOL_NAMES = frozenset(DEFAULT_TOOL_NAMES) | {"read_definition", "entry_points", "flows", "obligations"}
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_SEVERITIES = frozenset({"critical", "high", "medium", "low", "info"})
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_SCRIPTED_FLAGS = frozenset({"scripted", "script"})
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_DUMP_FLAGS = frozenset({"dump", "dump-only"})
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@@ -80,6 +91,50 @@ HUNTER_TOOLS: list[dict[str, object]] = [
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "read_definition",
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"description": "Resolve one named function to its file, line span and body. Use it instead of guessing what a callee does.",
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"parameters": {
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"type": "object",
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"properties": {"symbol": {"type": "string"}, "path": {"type": "string"}, "max_chars": {"type": "integer"}},
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"required": ["symbol"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "entry_points",
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"description": "List the handlers this repository exposes, with their access classification. Identifiers and line spans only.",
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"parameters": {"type": "object", "properties": {"path": {"type": "string"}}, "required": []},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "flows",
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"description": "List adjudicated source-to-sink records inside one function. Identifiers and line numbers only.",
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"parameters": {
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"type": "object",
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"properties": {"path": {"type": "string"}, "function": {"type": "string"}},
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"required": ["path", "function"],
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},
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},
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},
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{
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"type": "function",
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"function": {
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"name": "obligations",
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"description": "List what one function owes and has not discharged: the operation, the missing discharger and why it is owed.",
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"parameters": {
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"type": "object",
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"properties": {"path": {"type": "string"}, "function": {"type": "string"}},
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"required": ["path", "function"],
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},
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},
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},
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]
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_SYSTEM_PROMPT = (
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@@ -252,32 +307,59 @@ def run_tool_hunter(
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client: ChatClient,
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model: str,
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max_steps: int,
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system_prompt: str = _SYSTEM_PROMPT,
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user_prompt: str | None = None,
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context_files: Sequence[str] = (),
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tools: Sequence[str] | None = None,
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max_chars: int = _DEFAULT_MAX_CHARS,
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tags: Sequence[str] = ("tool-hunter",),
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) -> list[StaticFinding]:
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"""One bounded hunt. Every keyword defaults to today's behaviour; a per-family detector overrides the
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prompt, the context it starts from, the tools it may call and the tags its findings carry."""
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if max_steps <= 0:
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return []
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schemas = _tool_schemas(tools)
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messages: list[dict[str, object]] = [
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{"role": "system", "content": _SYSTEM_PROMPT},
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{"role": "user", "content": _hotspot_prompt(hotspots)},
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": _user_message(root, hotspots, user_prompt, context_files, max_chars)},
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]
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used_tools = False
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for _step in range(max_steps):
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response = client.complete(model=model, messages=messages, tools=HUNTER_TOOLS)
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response = client.complete(model=model, messages=messages, tools=schemas)
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tool_calls = tuple(response.tool_calls or ())
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if tool_calls:
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messages.append(_assistant_tool_message(response.content, tool_calls))
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messages.append(_assistant_tool_message(response.content, tool_calls, response.reasoning))
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for call in tool_calls:
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if call.name in _HUNTER_TOOL_NAMES:
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used_tools = True
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messages.append(_tool_result_message(root, call))
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messages.append(_tool_result_message(root, call, max_chars))
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continue
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content = response.content or ""
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if not content.strip() or not used_tools:
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# A findings dump is not evidence unless the loop invoked a repo tool.
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return []
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return _findings_from_content(root, hotspots, content)
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return _findings_from_content(root, hotspots, content, tags)
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return []
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def _tool_schemas(names: Sequence[str] | None) -> list[dict[str, object]]:
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wanted = tuple(names) if names is not None else DEFAULT_TOOL_NAMES
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by_name = {str(schema["function"]["name"]): schema for schema in HUNTER_TOOLS} # type: ignore[index]
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return [by_name[name] for name in wanted if name in by_name]
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def _user_message(root: Path, hotspots: Sequence[Hotspot], user_prompt: str | None, context_files: Sequence[str], max_chars: int) -> str:
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body = user_prompt if user_prompt is not None else _hotspot_prompt(hotspots)
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parts = [body]
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for relative in context_files:
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try:
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text = read_file(root, relative, max_chars=max_chars)
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except (PathEscapesRepo, OSError):
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continue
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parts.append(f"--- {relative}\n{text}")
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return "\n\n".join(parts)
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def _hotspot_prompt(hotspots: Sequence[Hotspot]) -> str:
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payload = [
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{
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@@ -296,8 +378,8 @@ def _hotspot_prompt(hotspots: Sequence[Hotspot]) -> str:
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)
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def _assistant_tool_message(content: str | None, tool_calls: Sequence[ToolCall]) -> dict[str, object]:
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return {
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def _assistant_tool_message(content: str | None, tool_calls: Sequence[ToolCall], reasoning: str | None = None) -> dict[str, object]:
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message: dict[str, object] = {
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"role": "assistant",
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"content": content,
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"tool_calls": [
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@@ -312,30 +394,51 @@ def _assistant_tool_message(content: str | None, tool_calls: Sequence[ToolCall])
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for call in tool_calls
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],
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}
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if reasoning:
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# The provider drops its own chain of thought unless it comes back on the next turn (DeepSeek tool calls).
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message["reasoning_content"] = reasoning
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return message
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def _tool_result_message(root: Path, call: ToolCall) -> dict[str, object]:
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def _tool_result_message(root: Path, call: ToolCall, max_chars: int = _DEFAULT_MAX_CHARS) -> dict[str, object]:
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return {
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"role": "tool",
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"tool_call_id": call.id,
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"name": call.name,
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"content": _run_tool(root, call),
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"content": _run_tool(root, call, max_chars),
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}
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def _run_tool(root: Path, call: ToolCall) -> str:
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def _run_tool(root: Path, call: ToolCall, max_chars: int = _DEFAULT_MAX_CHARS) -> str:
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try:
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payload = _dispatch_tool(root, call.name, _arguments(call.arguments))
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payload = _dispatch_tool(root, call.name, _arguments(call.arguments), max_chars)
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except Exception as exc: # noqa: BLE001 — tool failures stay in-band so the scan continues
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payload = {"error": f"{type(exc).__name__}: {exc}"}
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return json.dumps(payload, sort_keys=True)
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def _dispatch_tool(root: Path, name: str, arguments: Mapping[str, object]) -> object:
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def _dispatch_tool(root: Path, name: str, arguments: Mapping[str, object], default_max_chars: int = _DEFAULT_MAX_CHARS) -> object:
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if name == "read_file":
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path = _require_str(arguments, "path")
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max_chars = _optional_int(arguments, "max_chars", _DEFAULT_MAX_CHARS)
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max_chars = _optional_int(arguments, "max_chars", default_max_chars)
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return {"path": path, "content": read_file(root, path, max_chars=max_chars)}
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if name == "read_definition":
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symbol = _require_str(arguments, "symbol")
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scope = arguments.get("path")
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found = read_definition(
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root,
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symbol,
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max_chars=_optional_int(arguments, "max_chars", default_max_chars),
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path=str(scope) if isinstance(scope, str) and scope else None,
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)
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return found if found is not None else {"symbol": symbol, "found": False}
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if name == "entry_points":
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scope = arguments.get("path")
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return entry_points(root, path=str(scope) if isinstance(scope, str) and scope else None)
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if name == "flows":
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return flows(root, path=_require_str(arguments, "path"), function=_require_str(arguments, "function"))
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if name == "obligations":
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return obligations(root, path=_require_str(arguments, "path"), function=_require_str(arguments, "function"))
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if name == "grep_repo":
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pattern = _require_str(arguments, "pattern")
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max_matches = _optional_int(arguments, "max_matches", _DEFAULT_MAX_MATCHES)
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@@ -371,7 +474,9 @@ def _optional_int(arguments: Mapping[str, object], key: str, default: int) -> in
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return value
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def _findings_from_content(root: Path, hotspots: Sequence[Hotspot], content: str) -> list[StaticFinding]:
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def _findings_from_content(
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root: Path, hotspots: Sequence[Hotspot], content: str, tags: Sequence[str] = ("tool-hunter",)
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) -> list[StaticFinding]:
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payload = _load_json(content)
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if isinstance(payload, list):
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items = payload
|
||||
@@ -384,7 +489,7 @@ def _findings_from_content(root: Path, hotspots: Sequence[Hotspot], content: str
|
||||
for item in items:
|
||||
if not isinstance(item, dict):
|
||||
continue
|
||||
finding = _finding_from_item(root, item, scores)
|
||||
finding = _finding_from_item(root, item, scores, tags)
|
||||
if finding is not None:
|
||||
findings.append(finding)
|
||||
return sorted(findings, key=lambda item: item.finding_id)
|
||||
@@ -402,7 +507,9 @@ def _load_json(content: str) -> object | None:
|
||||
return parsed
|
||||
|
||||
|
||||
def _finding_from_item(root: Path, item: Mapping[str, object], scores: Mapping[str, float]) -> StaticFinding | None:
|
||||
def _finding_from_item(
|
||||
root: Path, item: Mapping[str, object], scores: Mapping[str, float], tags: Sequence[str] = ("tool-hunter",)
|
||||
) -> StaticFinding | None:
|
||||
raw_path = item.get("path")
|
||||
if not isinstance(raw_path, str) or not raw_path:
|
||||
return None
|
||||
@@ -431,7 +538,7 @@ def _finding_from_item(root: Path, item: Mapping[str, object], scores: Mapping[s
|
||||
reachability_status="unknown",
|
||||
reachability_evidence=[],
|
||||
reachability_conditions=[],
|
||||
tags=["tool-hunter"],
|
||||
tags=list(tags),
|
||||
ranking_priority=float(scores.get(relative, 0.0)),
|
||||
proposed_snippet=proposed_snippet,
|
||||
)
|
||||
|
||||
@@ -0,0 +1,151 @@
|
||||
"""learning-harness task 1.5: curated repository tools and hunter-loop parameters (offline)."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import json
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
from openultrasast.hunter_tools import PathEscapesRepo
|
||||
from openultrasast.tool_hunter import ChatResponse, ScriptedChatClient, ToolCall, run_tool_hunter
|
||||
|
||||
APP = (
|
||||
"from flask import request\n\n\n"
|
||||
"@app.route('/books/<title>')\n@login_required\ndef guarded(title):\n"
|
||||
" return Book.query.filter_by(book_title=title).first()\n\n\n"
|
||||
"@app.route('/books/any/<title>')\ndef leaky(title):\n"
|
||||
" owner = request.args.get('owner')\n"
|
||||
" return Book.query.filter_by(user_id=owner, book_title=title).first()\n\n\n"
|
||||
"def helper(value):\n"
|
||||
" return value.strip()\n"
|
||||
)
|
||||
|
||||
|
||||
@pytest.fixture
|
||||
def repo(tmp_path: Path) -> Path:
|
||||
(tmp_path / "app.py").write_text(APP)
|
||||
return tmp_path
|
||||
|
||||
|
||||
def test_read_definition_returns_one_span_and_refuses_to_leave_the_repository(repo: Path) -> None:
|
||||
from openultrasast.hunter_tools import read_definition
|
||||
|
||||
found = read_definition(repo, "leaky", max_chars=4000)
|
||||
assert found is not None
|
||||
assert found["path"] == "app.py" and found["name"] == "leaky"
|
||||
assert found["start_line"] == 10 and found["end_line"] == 13
|
||||
assert str(found["text"]).startswith("@app.route('/books/any/<title>')") # a handler's decorators come with it
|
||||
assert "def leaky" in str(found["text"]) and "def guarded" not in str(found["text"])
|
||||
assert read_definition(repo, "not_a_function", max_chars=4000) is None
|
||||
with pytest.raises(PathEscapesRepo):
|
||||
read_definition(repo, "leaky", max_chars=4000, path="../outside.py")
|
||||
|
||||
|
||||
def test_entry_points_lists_handlers_with_their_access_and_never_source_text(repo: Path) -> None:
|
||||
from openultrasast.hunter_tools import entry_points
|
||||
|
||||
rows = entry_points(repo)
|
||||
by_function = {str(row["function"]): row for row in rows if row.get("function")}
|
||||
assert {"guarded", "leaky"} <= set(by_function)
|
||||
assert by_function["guarded"]["access_level"] == "authenticated" and by_function["leaky"]["access_level"] == "public"
|
||||
assert by_function["leaky"]["path"] == "app.py" and isinstance(by_function["leaky"]["line"], int)
|
||||
assert all("text" not in row and "content" not in row for row in rows) # identifiers and spans only
|
||||
assert entry_points(repo, path="app.py") == rows
|
||||
with pytest.raises(PathEscapesRepo):
|
||||
entry_points(repo, path="../elsewhere.py")
|
||||
|
||||
|
||||
def test_obligations_lists_what_a_function_owes_without_dumping_code(repo: Path) -> None:
|
||||
from openultrasast.hunter_tools import obligations
|
||||
|
||||
rows = obligations(repo, path="app.py", function="leaky")
|
||||
assert rows and all(row["function"] == "leaky" for row in rows)
|
||||
assert {"protected_read"} == {str(row["operation"]) for row in rows}
|
||||
assert "identity_constraint" in {str(row["missing"]) for row in rows}
|
||||
assert all("text" not in row and "content" not in row for row in rows)
|
||||
assert obligations(repo, path="app.py", function="helper") == []
|
||||
|
||||
|
||||
def test_flows_lists_adjudicated_source_to_sink_records_for_one_function(repo: Path) -> None:
|
||||
from openultrasast.hunter_tools import flows
|
||||
|
||||
(repo / "flow.py").write_text("from flask import request\nimport os\n\n\ndef run():\n os.system(request.args.get('cmd'))\n")
|
||||
rows = flows(repo, path="flow.py", function="run")
|
||||
assert all(row["function"] == "run" and row["path"] == "flow.py" for row in rows)
|
||||
assert all(set(row) <= {"path", "function", "line", "sources", "sinks", "disposition", "cwe"} for row in rows)
|
||||
assert flows(repo, path="app.py", function="helper") == []
|
||||
with pytest.raises(PathEscapesRepo):
|
||||
flows(repo, path="/etc/passwd", function="run")
|
||||
|
||||
|
||||
def test_the_loop_keeps_todays_behaviour_by_default(repo: Path) -> None:
|
||||
from openultrasast.complexity.map import Hotspot
|
||||
from openultrasast.tool_hunter import DEFAULT_TOOL_NAMES
|
||||
|
||||
hotspot = Hotspot(
|
||||
path="app.py",
|
||||
function_name=None,
|
||||
score=1.0,
|
||||
band="high",
|
||||
signals={},
|
||||
rationale="fixture",
|
||||
test_hint=None,
|
||||
inventory_finding_ids=(),
|
||||
)
|
||||
client = ScriptedChatClient(
|
||||
[
|
||||
ChatResponse(tool_calls=(ToolCall(id="1", name="read_file", arguments={"path": "app.py"}),)),
|
||||
ChatResponse(content='[{"path": "app.py", "line": 12, "title": "t", "rationale": "r"}]'),
|
||||
]
|
||||
)
|
||||
findings = run_tool_hunter(repo, [hotspot], client=client, model="m", max_steps=4)
|
||||
assert [finding.finding_id for finding in findings] == ["tool-hunter:app.py:12"]
|
||||
assert findings[0].tags == ["tool-hunter"] and findings[0].evidence_level == "suspicion"
|
||||
assert tuple(tool["function"]["name"] for tool in client.calls[0]["tools"]) == DEFAULT_TOOL_NAMES
|
||||
|
||||
|
||||
def test_the_loop_takes_a_prompt_context_tools_and_tags_and_replays_reasoning(repo: Path) -> None:
|
||||
from openultrasast.complexity.map import Hotspot
|
||||
|
||||
hotspot = Hotspot(
|
||||
path="app.py",
|
||||
function_name="leaky",
|
||||
score=1.0,
|
||||
band="high",
|
||||
signals={},
|
||||
rationale="fixture",
|
||||
test_hint=None,
|
||||
inventory_finding_ids=(),
|
||||
)
|
||||
client = ScriptedChatClient(
|
||||
[
|
||||
ChatResponse(
|
||||
content="looking",
|
||||
reasoning="first I check the route",
|
||||
tool_calls=(ToolCall(id="1", name="obligations", arguments={"path": "app.py", "function": "leaky"}),),
|
||||
),
|
||||
ChatResponse(content='[{"path": "app.py", "line": 12, "title": "t", "rationale": "r"}]'),
|
||||
]
|
||||
)
|
||||
findings = run_tool_hunter(
|
||||
repo,
|
||||
[hotspot],
|
||||
client=client,
|
||||
model="m",
|
||||
max_steps=4,
|
||||
system_prompt="You hunt access control only.",
|
||||
user_prompt="Look at leaky.",
|
||||
context_files=("app.py",),
|
||||
tools=("read_definition", "obligations"),
|
||||
tags=("family:access_control", "detector:access_control@1"),
|
||||
)
|
||||
first = client.calls[0]
|
||||
assert first["messages"][0]["content"] == "You hunt access control only."
|
||||
assert "Look at leaky." in str(first["messages"][1]["content"]) and "def leaky" in str(first["messages"][1]["content"])
|
||||
assert [tool["function"]["name"] for tool in first["tools"]] == ["read_definition", "obligations"]
|
||||
replayed = [message for message in client.calls[1]["messages"] if message.get("role") == "assistant"]
|
||||
assert replayed and replayed[0]["reasoning_content"] == "first I check the route"
|
||||
tool_reply = json.loads(str(client.calls[1]["messages"][-1]["content"]))
|
||||
assert tool_reply and tool_reply[0]["missing"] == "identity_constraint"
|
||||
assert findings[0].tags == ["family:access_control", "detector:access_control@1"]
|
||||
Reference in New Issue
Block a user