Episode 14: an agent reads the WAF blocks, a script beats it, a human merges
ops-readonly gets two read-only questions, waf_blocked and waf_rule_info. The rule ids per blocked request are in CrowdSec's alerts, not in its log, and alerts need machine credentials that can also write, so waf-export.py runs on the host and the container gets one more read-only mount. Workflow G lets a local 3B model draft CRS route exclusions as a Forgejo issue. The model never writes rule syntax, a code node checks every field against the tool output, the only write permission is an issue in one repo, trusted sources live in the workflow and the trigger needs a token. waf-propose.py does the same without a model: 5 of 5 false positives, no exclusion for an attack, 0.03 s. The model proposed an exclusion for nearly every attack it saw. Numbers and the traps we hit are in HARDENING.md.
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ops-readonly/waf-export.py
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ops-readonly/waf-export.py
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#!/usr/bin/env python3
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"""
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waf-export (episode 14): runs on the HOST, not in a container.
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The WAF exception advisor needs to know which requests the WAF blocked and
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which CRS rule ids fired. CrowdSec keeps that in its alerts (kind "waf"), and
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alerts are only readable with machine credentials, which can also WRITE alerts
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and decisions. Handing those to the ops-readonly container would end "read
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only". So cscli stays on the host: this script dumps the WAF alerts to a JSON
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file, and ops-readonly gets one more read-only mount. Run it from the timer
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next to this file.
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/var/lib/ops-readonly/waf/alerts.json one entry per blocked request
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/var/lib/ops-readonly/waf/crs-rules.json rule id -> description, from the
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CRS SecLang files CrowdSec installed
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Everything in an alert except the rule ids and the source IP was written by
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whoever sent the request. Treat uri, user_agent and matched data as attacker
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text downstream.
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"""
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import glob, json, os, re, subprocess, sys, tempfile, time
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OUT = os.environ.get("WAF_EXPORT_DIR", "/var/lib/ops-readonly/waf")
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CRS_GLOB = "/var/lib/crowdsec/data/*-9[0-9][0-9]-*.conf"
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SINCE = os.environ.get("WAF_EXPORT_SINCE", "48h")
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# CRS bookkeeping rules: they fire on every blocked request and say nothing
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# about why. 949110/959100 are the blocking rules, never a tuning target here.
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BOOKKEEPING = {"901340", "949110", "959100", "980170"}
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def meta_list(alert, key):
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for m in alert.get("meta") or []:
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if m.get("key") == key:
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try:
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v = json.loads(m.get("value") or "[]")
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except ValueError:
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v = [m.get("value")]
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return [str(x) for x in (v if isinstance(v, list) else [v])]
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return []
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def event_field(alert, key):
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for ev in alert.get("events") or []:
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for m in ev.get("meta") or []:
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if m.get("key") == key and m.get("value"):
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return str(m["value"])
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return ""
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def rules_of(alert):
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"""(id, message) for every rule that fired, bookkeeping rules dropped."""
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seen, out = set(), []
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for ev in alert.get("events") or []:
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m = {x.get("key"): str(x.get("value", "")) for x in ev.get("meta") or []}
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rid = m.get("rule_name", "").replace("native_rule:", "")
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if not rid or rid in BOOKKEEPING or rid in seen:
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continue
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seen.add(rid)
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out.append({"id": rid, "msg": m.get("message", "")[:160]})
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return out
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def export_alerts():
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raw = subprocess.run(["cscli", "alerts", "list", "-o", "json", "--since", SINCE, "-l", "5000"],
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capture_output=True, text=True, check=True).stdout
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rows = []
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for a in json.loads(raw) or []:
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if a.get("kind") != "waf":
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continue
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rows.append({
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"id": a["id"],
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"ts": a.get("created_at", "")[:19] + "Z",
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"source_ip": (a.get("source") or {}).get("ip", ""),
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"host": event_field(a, "target_fqdn"),
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"method": (meta_list(a, "method") or [""])[0],
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"uri": (meta_list(a, "target_uri") or [""])[0][:300],
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"user_agent": (meta_list(a, "user_agent") or [""])[0][:200],
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"rules": rules_of(a),
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})
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rows.sort(key=lambda r: r["id"])
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return rows
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RE_RULE = re.compile(r"""["\s]id:(\d{6}),""")
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RE_MSG = re.compile(r"msg:'([^']*)'")
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RE_PL = re.compile(r"tag:'paranoia-level/(\d)'")
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RE_ATTACK = re.compile(r"tag:'(attack-[a-z-]+)'")
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RE_SEV = re.compile(r"severity:'([A-Z]+)'")
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def export_catalog():
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cat = {}
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for path in sorted(glob.glob(CRS_GLOB)):
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text = open(path, encoding="utf-8", errors="replace").read()
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# one logical rule per block; continuation lines were already joined by CrowdSec's copy
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for block in re.split(r"\n(?=SecRule|SecAction)", text):
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m = RE_RULE.search(block)
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msg = RE_MSG.search(block)
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if not m or not msg:
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continue
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pl, atk, sev = RE_PL.search(block), RE_ATTACK.search(block), RE_SEV.search(block)
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cat[m.group(1)] = {
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"msg": msg.group(1)[:200],
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"file": os.path.basename(path),
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"attack_class": atk.group(1) if atk else "",
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"paranoia_level": int(pl.group(1)) if pl else None,
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"severity": sev.group(1) if sev else "",
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}
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return cat
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def write_atomic(name, obj):
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os.makedirs(OUT, mode=0o750, exist_ok=True)
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fd, tmp = tempfile.mkstemp(dir=OUT, prefix="." + name)
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with os.fdopen(fd, "w") as fh:
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json.dump(obj, fh)
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os.chmod(tmp, 0o640)
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os.replace(tmp, os.path.join(OUT, name))
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if __name__ == "__main__":
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alerts = export_alerts()
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write_atomic("alerts.json", {"exported_at": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()),
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"since": SINCE, "alerts": alerts})
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if "--catalog" in sys.argv or not os.path.exists(os.path.join(OUT, "crs-rules.json")):
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write_atomic("crs-rules.json", export_catalog())
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print("waf-export: %d blocked requests written to %s" % (len(alerts), OUT))
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