Mirror GitHub kaymyg/lean-agent-governance

8f0c007 verified about 2 months ago

17.2 kB

#!/usr/bin/env python3
import sys
import os
import re
import json
import sqlite3
import unicodedata
import base64
import subprocess
import uuid
import hashlib
from datetime import datetime, timedelta

_ZERO_WIDTH_CHARS = "".join([
    "​", "‌", "‍", "⁠", "﻿",
    "‪", "‫", "‬", "‭", "‮",
])
_ZERO_WIDTH_RE = re.compile("[" + _ZERO_WIDTH_CHARS + "]")

# Process exit statuses must be 0-255; anything larger is taken mod 256.
# The original code used sys.exit(403), which the OS reported as 147.
EXIT_ALLOW = 0
EXIT_BLOCK_ISOLATE = 1
EXIT_QUARANTINE = 2
EXIT_PRE_RUNTIME_BLOCK = 3


class AgentSecurityEngine:
    def __init__(self, workspace_dir, session_id, raw_prompt=""):
        self.workspace_dir = workspace_dir
        self.session_id = session_id
        self.raw_prompt = raw_prompt
        self.db_path = "/tmp/agent_intel_state.db"
        self.explain_log = []

        self.repo_id = self._derive_repo_id()

        self._init_database()
        self.config = self._load_config()
        self.profile = self._determine_context_profile()
        self._prune_history()

    def _derive_repo_id(self):
        try:
            remote = subprocess.check_output(
                ["git", "config", "--get", "remote.origin.url"], text=True, cwd=self.workspace_dir
            ).strip()
            basis = remote if remote else self.workspace_dir
        except Exception:
            basis = self.workspace_dir
        return hashlib.sha256(basis.encode("utf-8")).hexdigest()[:16]

    def _init_database(self):
        with sqlite3.connect(self.db_path, timeout=30.0) as conn:
            conn.execute("PRAGMA journal_mode=WAL;")
            conn.execute("""
                CREATE TABLE IF NOT EXISTS session_history (
                    session_id TEXT,
                    repo_id TEXT,
                    timestamp DATETIME,
                    jri INTEGER
                )
            """)
            conn.execute("""
                CREATE TABLE IF NOT EXISTS session_state (
                    session_id TEXT PRIMARY KEY,
                    repo_id TEXT,
                    prompt_score REAL,
                    created_at DATETIME
                )
            """)

    def _load_config(self):
        config_path = os.path.join(self.workspace_dir, "config/security_profiles.json")
        with open(config_path, "r") as f:
            return json.load(f)

    def _prune_history(self):
        retention_days = self.config.get("system_settings", {}).get("history_retention_days", 30)
        cutoff = datetime.utcnow() - timedelta(days=retention_days)
        try:
            with sqlite3.connect(self.db_path, timeout=30.0) as conn:
                conn.execute("DELETE FROM session_history WHERE timestamp < ?", (cutoff,))
                conn.execute("DELETE FROM session_state WHERE created_at < ?", (cutoff,))
        except Exception:
            pass

    def _determine_context_profile(self):
        sensitive_patterns = r"(auth|login|jwt|rbac|oauth|session|crypto|credential|privilege|permission|token)"
        refactor_patterns = r"(refactor|restructure|rename across|migrate|reorganize|large-scale rewrite)"

        if re.search(sensitive_patterns, self.raw_prompt, re.IGNORECASE):
            return "security_sensitive"
        if re.search(refactor_patterns, self.raw_prompt, re.IGNORECASE) and "refactor_heavy" in self.config.get("context_profiles", {}):
            return "refactor_heavy"
        return "default"

    def pre_runtime_scan(self):
        if not self.raw_prompt:
            return 0

        # FIX (HIGH): base64 is CASE-SENSITIVE. The previous implementation
        # lowercased the prompt and then tried to decode candidates out of the
        # lowercased text, so every encoded payload decoded to garbage and
        # scored 0. A base64 "ignore previous instructions and bypass
        # restrictions" passed cleanly while the plaintext scored 100.
        # Candidates are now extracted from the ORIGINAL-CASE string; only the
        # decoded result is lowercased for matching.
        case_preserved = _ZERO_WIDTH_RE.sub("", self.raw_prompt)
        case_preserved = unicodedata.normalize("NFKC", case_preserved)
        case_preserved = re.sub(r"<!--.*?-->", "", case_preserved, flags=re.DOTALL)
        case_preserved = re.sub(r"```.*?```", "", case_preserved, flags=re.DOTALL)

        norm = case_preserved.lower()
        norm_collapsed = re.sub(r"\s+", " ", norm)

        b64_patterns = r"[A-Za-z0-9+/]{16,}={0,2}"
        for match in re.findall(b64_patterns, case_preserved):
            # Base64 needs length % 4 == 0; pad rather than discard so payloads
            # embedded mid-sentence still decode.
            candidate = match + "=" * (-len(match) % 4)
            try:
                decoded = base64.b64decode(candidate, validate=False).decode(
                    "utf-8", errors="ignore"
                ).lower()
            except Exception:
                continue
            if decoded.strip():
                norm_collapsed += " " + re.sub(r"\s+", " ", decoded)

        score = 0
        if re.search(r"(ignore\s*previous|system\s*override|bypass\s*restrictions|developer\s*mode)", norm_collapsed):
            base_risk = 85; confidence = 0.95
            score += (base_risk * confidence)
            self.explain_log.append(f"Prompt Normalizer: Override signature detected (Contribution: +{int(base_risk * confidence)})")
        if re.search(r"(reveal\s*secrets|system\s*prompt|read\s*\.env)", norm_collapsed):
            base_risk = 60; confidence = 0.90
            score += (base_risk * confidence)
            self.explain_log.append(f"Prompt Normalizer: Target vector probe signature detected (Contribution: +{int(base_risk * confidence)})")

        final_score = min(score, 100)

        thresholds = self.config["context_profiles"][self.profile]["thresholds"]
        if final_score >= thresholds["terminate_quarantine_branch"]:
            print(f"PRE-RUNTIME ENFORCEMENT BLOCK: Prompt payload hazard score [{int(final_score)}] violates policy.")
            # FIX: sys.exit(403) was silently truncated to 147 by the OS
            # (process exit statuses are mod 256), so callers checking for 403
            # never matched and the code was effectively undiagnosable.
            # Use a documented in-range code instead.
            sys.exit(EXIT_PRE_RUNTIME_BLOCK)
        return final_score

    def save_pre_score(self, score):
        with sqlite3.connect(self.db_path, timeout=30.0) as conn:
            conn.execute(
                "INSERT OR REPLACE INTO session_state VALUES (?, ?, ?, ?)",
                (self.session_id, self.repo_id, score, datetime.utcnow()),
            )

    def load_pre_score(self):
        with sqlite3.connect(self.db_path, timeout=30.0) as conn:
            cursor = conn.cursor()
            cursor.execute(
                "SELECT prompt_score FROM session_state WHERE session_id = ?", (self.session_id,)
            )
            row = cursor.fetchone()
        return row[0] if row else 0


    # ==========================================================================
    # PHASE C: POST-RUNTIME METRIC COMPILATION ENGINES
    # ==========================================================================
    def evaluate_dependency_risk(self):
        score = 0
        try:
            diff_files = subprocess.check_output(["git", "diff", "--cached", "--name-only"], text=True).splitlines()
            manifests = [f for f in diff_files if any(x in f for x in ["package.json", "Cargo.toml", "requirements.txt"])]

            if manifests:
                diff_content = subprocess.check_output(["git", "diff", "--cached"], text=True)
                if re.search(r"^\+.*(http|https|git@):", diff_content, re.MULTILINE):
                    base_risk = 90; confidence = 0.98
                    score += (base_risk * confidence)
                    self.explain_log.append("Dependency Engine: Unapproved remote source fetch registry injection (+88)")
                else:
                    base_risk = 40; confidence = 0.85
                    score += (base_risk * confidence)
                    self.explain_log.append("Dependency Engine: Structural package manifest modification pattern (+34)")
        except Exception:
            pass
        return min(score, 100)

    def evaluate_behavioral_risk(self):
        try:
            files_changed = len(subprocess.check_output(["git", "status", "--porcelain"], text=True).splitlines())
            diff_stats = subprocess.check_output(["git", "diff", "--cached", "--numstat"], text=True).splitlines()
            lines_changed = sum(sum(int(x) for x in line.split()[:2] if x.isdigit()) for line in diff_stats)
        except Exception:
            files_changed, lines_changed = 0, 0

        telemetry = self._load_container_telemetry()
        if telemetry:
            files_changed = max(files_changed, telemetry.get("modified_file_count", 0))
            if telemetry.get("patch_apply_failed"):
                self.explain_log.append(
                    "Telemetry Bridge: Container-side patch failed to apply on host — "
                    f"scoring against {telemetry.get('modified_file_count', 0)} modified files reported by container instead"
                )

        max_files = 12 if self.profile == "refactor_heavy" else 3
        max_lines = 700 if self.profile == "refactor_heavy" else 150

        score = 0
        if files_changed > max_files:
            score += (files_changed - max_files) * 15
            self.explain_log.append(f"Behavior Engine: Churn count drift across {files_changed} files")
        if lines_changed > max_lines:
            score += (lines_changed - max_lines) // 5
            self.explain_log.append(f"Behavior Engine: Volume block scale mutation of {lines_changed} lines")

        return min(score, 100)

    def _load_container_telemetry(self):
        telemetry_path = os.environ.get("AGENT_TELEMETRY_PATH")
        if not telemetry_path or not os.path.exists(telemetry_path):
            return None
        try:
            with open(telemetry_path, "r") as f:
                return json.load(f)
        except Exception:
            return None

    def evaluate_historical_velocity(self):
        half_life = self.config["system_settings"]["historical_decay_half_life_days"]
        with sqlite3.connect(self.db_path, timeout=30.0) as conn:
            cursor = conn.cursor()
            cursor.execute(
                "SELECT timestamp, jri FROM session_history WHERE repo_id = ? ORDER BY timestamp DESC LIMIT 50",
                (self.repo_id,),
            )
            rows = cursor.fetchall()

        if not rows:
            return 0

        decayed_sum = 0
        now = datetime.utcnow()
        for ts_str, past_jri in rows:
            ts = datetime.strptime(ts_str.split(".")[0], "%Y-%m-%d %H:%M:%S")
            days_passed = (now - ts).total_seconds() / 86400.0
            decay_factor = 0.5 ** (days_passed / half_life)
            decayed_sum += past_jri * decay_factor

        score = int(decayed_sum / len(rows))
        if score > 20:
            self.explain_log.append(f"Temporal Memory: Sustained historical anomaly load flagged across repo (+{score})")
        return min(score, 100)

    def verify_clean_secrets(self):
        """NOTE: fails CLOSED. If trufflehog is missing, returncode != 0 and this
        correctly reports 'not clean' rather than silently scoring 0."""
        try:
            res = subprocess.run(
                ["trufflehog", "filesystem", "--fail", ".", "--exclude-paths=.aiderignore"],
                capture_output=True,
            )
        except FileNotFoundError:
            self.explain_log.append("Secret Guard: trufflehog NOT INSTALLED — failing closed (+100)")
            return False
        if res.returncode != 0:
            self.explain_log.append("Secret Guard: Active high-entropy match credential leak detected (+100)")
            return False
        return True

    def run_semgrep_ast_diff(self):
        try:
            changed_files = subprocess.check_output(["git", "diff", "--cached", "--name-only"], text=True).splitlines()
            target_modules = [f for f in changed_files if re.search(r"\.(ts|js|py|rs|go)$", f) and os.path.exists(f)]

            if not target_modules:
                return 0
        except Exception:
            return 0

        # A missing/failing scanner must not silently score 0 on a security
        # control. Distinguish "scanner unavailable" from "scan found nothing".
        try:
            res = json.loads(subprocess.check_output(
                ["semgrep", "--config=config/rules.semgrep.yml", "--json", *target_modules], text=True
            ))
        except FileNotFoundError:
            self.explain_log.append("Semgrep AST Analyzer: semgrep NOT INSTALLED — treating as unscanned (+50)")
            return 50
        except Exception as e:
            self.explain_log.append(f"Semgrep AST Analyzer: scan failed ({type(e).__name__}) — treating as unscanned (+50)")
            return 50

        violations = len(res.get("results", []))
        if violations > 0:
            base_risk = 90; confidence = 0.95
            weighted_contribution = int(base_risk * confidence * violations)
            self.explain_log.append(f"Semgrep AST Analyzer: {violations} structural security rules violated (Contribution: +{min(weighted_contribution, 100)})")
            return min(weighted_contribution, 100)
        return 0

    def compute_and_route_jri(self):
        pre_runtime_prompt_score = self.load_pre_score()
        b_score = self.evaluate_behavioral_risk()
        s_score = 100 if not self.verify_clean_secrets() else 0
        d_score = self.run_semgrep_ast_diff()
        dep_score = self.evaluate_dependency_risk()
        h_score = self.evaluate_historical_velocity()

        w = self.config["context_profiles"][self.profile]["weights"]

        jri = (
            (pre_runtime_prompt_score * w["prompt"]) +
            (b_score * w["behavior"]) +
            (d_score * w["diff"]) +
            (s_score * w["secret"]) +
            (dep_score * w["dependency"]) +
            (h_score * w["historical"])
        )

        final_jri = int(min(jri, 100))

        with sqlite3.connect(self.db_path, timeout=30.0) as conn:
            conn.execute(
                "INSERT INTO session_history VALUES (?, ?, ?, ?)",
                (self.session_id, self.repo_id, datetime.utcnow(), final_jri),
            )

        thresholds = self.config["context_profiles"][self.profile]["thresholds"]

        print("\n" + "="*60)
        print(f"AUTONOMOUS AGENT RUNTIME RISK ANALYSIS REPORT (JRI: {final_jri}/100)")
        print(f"    Profile Context: {self.profile} | Session: {self.session_id} | Repo: {self.repo_id}")
        print("="*60)
        for entry in self.explain_log:
            print(f"  {entry}")
        print("="*60)

        if final_jri <= thresholds["warn"]:
            print("[POLICY: ALLOW] Workspace metrics normalized. Changes passed forward.")
            sys.exit(EXIT_ALLOW)
        elif final_jri <= thresholds["quarantine"]:
            print("[POLICY: WARN] Structural delta divergence flagged. Human gatekeeper override signature forced.")
            sys.exit(EXIT_ALLOW)
        elif final_jri <= thresholds["terminate_quarantine_branch"]:
            print("[POLICY: QUARANTINE] Agent deviation metrics flagged. Stashing local adjustments...")
            subprocess.run(["git", "stash", "save", f"quarantine_{self.session_id}"])
            sys.exit(EXIT_QUARANTINE)
        else:
            salt = str(uuid.uuid4())[:4]
            q_branch = f"quarantine/session_{self.session_id}_{salt}"
            print("[POLICY: BLOCK & ISOLATE] Threat signatures confirmed.")
            print(f"    Action: Diverting local modifications into transaction quarantine branch: {q_branch}")
            subprocess.run(["git", "checkout", "-b", q_branch])
            subprocess.run(["git", "add", "."])
            subprocess.run(["git", "commit", "-m", "CRITICAL - Security Platform Intercepted Agent Exploit Pipeline", "--no-verify"])
            subprocess.run(["git", "checkout", "-"])
            sys.exit(EXIT_BLOCK_ISOLATE)


if __name__ == "__main__":
    mode = sys.argv[1]
    session = sys.argv[2]
    prompt_payload = sys.argv[3] if len(sys.argv) > 3 else ""

    engine = AgentSecurityEngine(workspace_dir=os.getcwd(), session_id=session, raw_prompt=prompt_payload)

    if mode == "pre":
        score = engine.pre_runtime_scan()
        engine.save_pre_score(score)
        print(f"pre-scan score={score} profile={engine.profile}")
        for e in engine.explain_log:
            print(" ", e)
    elif mode == "post":
        engine.compute_and_route_jri()

	#!/usr/bin/env python3
	import sys
	import os
	import re
	import json
	import sqlite3
	import unicodedata
	import base64
	import subprocess
	import uuid
	import hashlib
	from datetime import datetime, timedelta

	_ZERO_WIDTH_CHARS = "".join([
	"", "‌", "‍", "⁠", "",
	"‪", "‫", "‬", "‭", "‮",
	])
	_ZERO_WIDTH_RE = re.compile("[" + _ZERO_WIDTH_CHARS + "]")

	# Process exit statuses must be 0-255; anything larger is taken mod 256.
	# The original code used sys.exit(403), which the OS reported as 147.
	EXIT_ALLOW = 0
	EXIT_BLOCK_ISOLATE = 1
	EXIT_QUARANTINE = 2
	EXIT_PRE_RUNTIME_BLOCK = 3


	class AgentSecurityEngine:
	def __init__(self, workspace_dir, session_id, raw_prompt=""):
	self.workspace_dir = workspace_dir
	self.session_id = session_id
	self.raw_prompt = raw_prompt
	self.db_path = "/tmp/agent_intel_state.db"
	self.explain_log = []

	self.repo_id = self._derive_repo_id()

	self._init_database()
	self.config = self._load_config()
	self.profile = self._determine_context_profile()
	self._prune_history()

	def _derive_repo_id(self):
	try:
	remote = subprocess.check_output(
	["git", "config", "--get", "remote.origin.url"], text=True, cwd=self.workspace_dir
	).strip()
	basis = remote if remote else self.workspace_dir
	except Exception:
	basis = self.workspace_dir
	return hashlib.sha256(basis.encode("utf-8")).hexdigest()[:16]

	def _init_database(self):
	with sqlite3.connect(self.db_path, timeout=30.0) as conn:
	conn.execute("PRAGMA journal_mode=WAL;")
	conn.execute("""
	CREATE TABLE IF NOT EXISTS session_history (
	session_id TEXT,
	repo_id TEXT,
	timestamp DATETIME,
	jri INTEGER
	)
	""")
	conn.execute("""
	CREATE TABLE IF NOT EXISTS session_state (
	session_id TEXT PRIMARY KEY,
	repo_id TEXT,
	prompt_score REAL,
	created_at DATETIME
	)
	""")

	def _load_config(self):
	config_path = os.path.join(self.workspace_dir, "config/security_profiles.json")
	with open(config_path, "r") as f:
	return json.load(f)

	def _prune_history(self):
	retention_days = self.config.get("system_settings", {}).get("history_retention_days", 30)
	cutoff = datetime.utcnow() - timedelta(days=retention_days)
	try:
	with sqlite3.connect(self.db_path, timeout=30.0) as conn:
	conn.execute("DELETE FROM session_history WHERE timestamp < ?", (cutoff,))
	conn.execute("DELETE FROM session_state WHERE created_at < ?", (cutoff,))
	except Exception:
	pass

	def _determine_context_profile(self):
	sensitive_patterns = r"(auth\|login\|jwt\|rbac\|oauth\|session\|crypto\|credential\|privilege\|permission\|token)"
	refactor_patterns = r"(refactor\|restructure\|rename across\|migrate\|reorganize\|large-scale rewrite)"

	if re.search(sensitive_patterns, self.raw_prompt, re.IGNORECASE):
	return "security_sensitive"
	if re.search(refactor_patterns, self.raw_prompt, re.IGNORECASE) and "refactor_heavy" in self.config.get("context_profiles", {}):
	return "refactor_heavy"
	return "default"

	def pre_runtime_scan(self):
	if not self.raw_prompt:
	return 0

	# FIX (HIGH): base64 is CASE-SENSITIVE. The previous implementation
	# lowercased the prompt and then tried to decode candidates out of the
	# lowercased text, so every encoded payload decoded to garbage and
	# scored 0. A base64 "ignore previous instructions and bypass
	# restrictions" passed cleanly while the plaintext scored 100.
	# Candidates are now extracted from the ORIGINAL-CASE string; only the
	# decoded result is lowercased for matching.
	case_preserved = _ZERO_WIDTH_RE.sub("", self.raw_prompt)
	case_preserved = unicodedata.normalize("NFKC", case_preserved)
	case_preserved = re.sub(r"<!--.*?-->", "", case_preserved, flags=re.DOTALL)
	case_preserved = re.sub(r"```.*?```", "", case_preserved, flags=re.DOTALL)

	norm = case_preserved.lower()
	norm_collapsed = re.sub(r"\s+", " ", norm)

	b64_patterns = r"[A-Za-z0-9+/]{16,}={0,2}"
	for match in re.findall(b64_patterns, case_preserved):
	# Base64 needs length % 4 == 0; pad rather than discard so payloads
	# embedded mid-sentence still decode.
	candidate = match + "=" * (-len(match) % 4)
	try:
	decoded = base64.b64decode(candidate, validate=False).decode(
	"utf-8", errors="ignore"
	).lower()
	except Exception:
	continue
	if decoded.strip():
	norm_collapsed += " " + re.sub(r"\s+", " ", decoded)

	score = 0
	if re.search(r"(ignore\sprevious\|system\soverride\|bypass\srestrictions\|developer\smode)", norm_collapsed):
	base_risk = 85; confidence = 0.95
	score += (base_risk * confidence)
	self.explain_log.append(f"Prompt Normalizer: Override signature detected (Contribution: +{int(base_risk * confidence)})")
	if re.search(r"(reveal\ssecrets\|system\sprompt\|read\s*\.env)", norm_collapsed):
	base_risk = 60; confidence = 0.90
	score += (base_risk * confidence)
	self.explain_log.append(f"Prompt Normalizer: Target vector probe signature detected (Contribution: +{int(base_risk * confidence)})")

	final_score = min(score, 100)

	thresholds = self.config["context_profiles"][self.profile]["thresholds"]
	if final_score >= thresholds["terminate_quarantine_branch"]:
	print(f"PRE-RUNTIME ENFORCEMENT BLOCK: Prompt payload hazard score [{int(final_score)}] violates policy.")
	# FIX: sys.exit(403) was silently truncated to 147 by the OS
	# (process exit statuses are mod 256), so callers checking for 403
	# never matched and the code was effectively undiagnosable.
	# Use a documented in-range code instead.
	sys.exit(EXIT_PRE_RUNTIME_BLOCK)
	return final_score

	def save_pre_score(self, score):
	with sqlite3.connect(self.db_path, timeout=30.0) as conn:
	conn.execute(
	"INSERT OR REPLACE INTO session_state VALUES (?, ?, ?, ?)",
	(self.session_id, self.repo_id, score, datetime.utcnow()),
	)

	def load_pre_score(self):
	with sqlite3.connect(self.db_path, timeout=30.0) as conn:
	cursor = conn.cursor()
	cursor.execute(
	"SELECT prompt_score FROM session_state WHERE session_id = ?", (self.session_id,)
	)
	row = cursor.fetchone()
	return row[0] if row else 0


	# ==========================================================================
	# PHASE C: POST-RUNTIME METRIC COMPILATION ENGINES
	# ==========================================================================
	def evaluate_dependency_risk(self):
	score = 0
	try:
	diff_files = subprocess.check_output(["git", "diff", "--cached", "--name-only"], text=True).splitlines()
	manifests = [f for f in diff_files if any(x in f for x in ["package.json", "Cargo.toml", "requirements.txt"])]

	if manifests:
	diff_content = subprocess.check_output(["git", "diff", "--cached"], text=True)
	if re.search(r"^\+.*(http\|https\|git@):", diff_content, re.MULTILINE):
	base_risk = 90; confidence = 0.98
	score += (base_risk * confidence)
	self.explain_log.append("Dependency Engine: Unapproved remote source fetch registry injection (+88)")
	else:
	base_risk = 40; confidence = 0.85
	score += (base_risk * confidence)
	self.explain_log.append("Dependency Engine: Structural package manifest modification pattern (+34)")
	except Exception:
	pass
	return min(score, 100)

	def evaluate_behavioral_risk(self):
	try:
	files_changed = len(subprocess.check_output(["git", "status", "--porcelain"], text=True).splitlines())
	diff_stats = subprocess.check_output(["git", "diff", "--cached", "--numstat"], text=True).splitlines()
	lines_changed = sum(sum(int(x) for x in line.split()[:2] if x.isdigit()) for line in diff_stats)
	except Exception:
	files_changed, lines_changed = 0, 0

	telemetry = self._load_container_telemetry()
	if telemetry:
	files_changed = max(files_changed, telemetry.get("modified_file_count", 0))
	if telemetry.get("patch_apply_failed"):
	self.explain_log.append(
	"Telemetry Bridge: Container-side patch failed to apply on host — "
	f"scoring against {telemetry.get('modified_file_count', 0)} modified files reported by container instead"
	)

	max_files = 12 if self.profile == "refactor_heavy" else 3
	max_lines = 700 if self.profile == "refactor_heavy" else 150

	score = 0
	if files_changed > max_files:
	score += (files_changed - max_files) * 15
	self.explain_log.append(f"Behavior Engine: Churn count drift across {files_changed} files")
	if lines_changed > max_lines:
	score += (lines_changed - max_lines) // 5
	self.explain_log.append(f"Behavior Engine: Volume block scale mutation of {lines_changed} lines")

	return min(score, 100)

	def _load_container_telemetry(self):
	telemetry_path = os.environ.get("AGENT_TELEMETRY_PATH")
	if not telemetry_path or not os.path.exists(telemetry_path):
	return None
	try:
	with open(telemetry_path, "r") as f:
	return json.load(f)
	except Exception:
	return None

	def evaluate_historical_velocity(self):
	half_life = self.config["system_settings"]["historical_decay_half_life_days"]
	with sqlite3.connect(self.db_path, timeout=30.0) as conn:
	cursor = conn.cursor()
	cursor.execute(
	"SELECT timestamp, jri FROM session_history WHERE repo_id = ? ORDER BY timestamp DESC LIMIT 50",
	(self.repo_id,),
	)
	rows = cursor.fetchall()

	if not rows:
	return 0

	decayed_sum = 0
	now = datetime.utcnow()
	for ts_str, past_jri in rows:
	ts = datetime.strptime(ts_str.split(".")[0], "%Y-%m-%d %H:%M:%S")
	days_passed = (now - ts).total_seconds() / 86400.0
	decay_factor = 0.5 ** (days_passed / half_life)
	decayed_sum += past_jri * decay_factor

	score = int(decayed_sum / len(rows))
	if score > 20:
	self.explain_log.append(f"Temporal Memory: Sustained historical anomaly load flagged across repo (+{score})")
	return min(score, 100)

	def verify_clean_secrets(self):
	"""NOTE: fails CLOSED. If trufflehog is missing, returncode != 0 and this
	correctly reports 'not clean' rather than silently scoring 0."""
	try:
	res = subprocess.run(
	["trufflehog", "filesystem", "--fail", ".", "--exclude-paths=.aiderignore"],
	capture_output=True,
	)
	except FileNotFoundError:
	self.explain_log.append("Secret Guard: trufflehog NOT INSTALLED — failing closed (+100)")
	return False
	if res.returncode != 0:
	self.explain_log.append("Secret Guard: Active high-entropy match credential leak detected (+100)")
	return False
	return True

	def run_semgrep_ast_diff(self):
	try:
	changed_files = subprocess.check_output(["git", "diff", "--cached", "--name-only"], text=True).splitlines()
	target_modules = [f for f in changed_files if re.search(r"\.(ts\|js\|py\|rs\|go)$", f) and os.path.exists(f)]

	if not target_modules:
	return 0
	except Exception:
	return 0

	# A missing/failing scanner must not silently score 0 on a security
	# control. Distinguish "scanner unavailable" from "scan found nothing".
	try:
	res = json.loads(subprocess.check_output(
	["semgrep", "--config=config/rules.semgrep.yml", "--json", *target_modules], text=True
	))
	except FileNotFoundError:
	self.explain_log.append("Semgrep AST Analyzer: semgrep NOT INSTALLED — treating as unscanned (+50)")
	return 50
	except Exception as e:
	self.explain_log.append(f"Semgrep AST Analyzer: scan failed ({type(e).__name__}) — treating as unscanned (+50)")
	return 50

	violations = len(res.get("results", []))
	if violations > 0:
	base_risk = 90; confidence = 0.95
	weighted_contribution = int(base_risk * confidence * violations)
	self.explain_log.append(f"Semgrep AST Analyzer: {violations} structural security rules violated (Contribution: +{min(weighted_contribution, 100)})")
	return min(weighted_contribution, 100)
	return 0

	def compute_and_route_jri(self):
	pre_runtime_prompt_score = self.load_pre_score()
	b_score = self.evaluate_behavioral_risk()
	s_score = 100 if not self.verify_clean_secrets() else 0
	d_score = self.run_semgrep_ast_diff()
	dep_score = self.evaluate_dependency_risk()
	h_score = self.evaluate_historical_velocity()

	w = self.config["context_profiles"][self.profile]["weights"]

	jri = (
	(pre_runtime_prompt_score * w["prompt"]) +
	(b_score * w["behavior"]) +
	(d_score * w["diff"]) +
	(s_score * w["secret"]) +
	(dep_score * w["dependency"]) +
	(h_score * w["historical"])
	)

	final_jri = int(min(jri, 100))

	with sqlite3.connect(self.db_path, timeout=30.0) as conn:
	conn.execute(
	"INSERT INTO session_history VALUES (?, ?, ?, ?)",
	(self.session_id, self.repo_id, datetime.utcnow(), final_jri),
	)

	thresholds = self.config["context_profiles"][self.profile]["thresholds"]

	print("\n" + "="*60)
	print(f"AUTONOMOUS AGENT RUNTIME RISK ANALYSIS REPORT (JRI: {final_jri}/100)")
	print(f" Profile Context: {self.profile} \| Session: {self.session_id} \| Repo: {self.repo_id}")
	print("="*60)
	for entry in self.explain_log:
	print(f" {entry}")
	print("="*60)

	if final_jri <= thresholds["warn"]:
	print("[POLICY: ALLOW] Workspace metrics normalized. Changes passed forward.")
	sys.exit(EXIT_ALLOW)
	elif final_jri <= thresholds["quarantine"]:
	print("[POLICY: WARN] Structural delta divergence flagged. Human gatekeeper override signature forced.")
	sys.exit(EXIT_ALLOW)
	elif final_jri <= thresholds["terminate_quarantine_branch"]:
	print("[POLICY: QUARANTINE] Agent deviation metrics flagged. Stashing local adjustments...")
	subprocess.run(["git", "stash", "save", f"quarantine_{self.session_id}"])
	sys.exit(EXIT_QUARANTINE)
	else:
	salt = str(uuid.uuid4())[:4]
	q_branch = f"quarantine/session_{self.session_id}_{salt}"
	print("[POLICY: BLOCK & ISOLATE] Threat signatures confirmed.")
	print(f" Action: Diverting local modifications into transaction quarantine branch: {q_branch}")
	subprocess.run(["git", "checkout", "-b", q_branch])
	subprocess.run(["git", "add", "."])
	subprocess.run(["git", "commit", "-m", "CRITICAL - Security Platform Intercepted Agent Exploit Pipeline", "--no-verify"])
	subprocess.run(["git", "checkout", "-"])
	sys.exit(EXIT_BLOCK_ISOLATE)


	if __name__ == "__main__":
	mode = sys.argv[1]
	session = sys.argv[2]
	prompt_payload = sys.argv[3] if len(sys.argv) > 3 else ""

	engine = AgentSecurityEngine(workspace_dir=os.getcwd(), session_id=session, raw_prompt=prompt_payload)

	if mode == "pre":
	score = engine.pre_runtime_scan()
	engine.save_pre_score(score)
	print(f"pre-scan score={score} profile={engine.profile}")
	for e in engine.explain_log:
	print(" ", e)
	elif mode == "post":
	engine.compute_and_route_jri()