Incident Timeline
SkillMonitoring & opsBuild an ordered, evidence-linked incident timeline with first/last seen, dwell time and pivot points; use when a case spans multiple alerts, hosts or stages and needs a clear narrative.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Incident Timeline skill
What this skill tells your AI
The instructions your AI receives, as published by gensecaihq/wazuh-autopilot in backend/app/skills/incident-timeline/SKILL.md and read by ahel’s review.
A timeline turns a pile of alerts into a story a responder or executive can act on. NIST SP 800-61r3 expects incident documentation of what happened, when, and how it was detected; the timeline is the backbone of that record.
Procedure
get_case— gather attached alerts, entities, findings, actions.- Pull supporting events for the key entities over the incident window
(
search_security_events,get_wazuh_alertsfiltered by agent/user/ip). - Normalize every timestamp to UTC ISO 8601. A Wazuh alert's
timestampis when the manager processed the event. The original event time is in the log itself (predecoder.timestamp, or the time at the start offull_log, ordata.win.system.systemTimefor Windows). Use the event time when they differ by more than a few seconds, and note clock skew or delayed delivery (e.g. an agent reconnecting and flushing its buffer). - Order events; collapse repetitive ones ("38 sshd failures 09:02–09:12"). Wazuh composite rules summarize bursts: one rule 5763 or rule 5712 alert stands for several single failures (rules 5716, 5760, 5710), so count the underlying failures, not the composites.
- Label each event with an ATT&CK tactic where possible.
- Identify the key milestones and gaps.
Milestones to identify
| Milestone | Definition |
|---|---|
| First malicious activity | Earliest event attributable to the attacker (may predate the first alert) |
| Initial access | First successful foothold (login success, exploit, execution) |
| First detection | Timestamp of the first Wazuh alert on this activity |
| Escalation / spread | Privilege gain, new host touched |
| Containment | Time an approved action was executed and verified |
| Last activity | Latest attacker event |
Derived metrics:
- Dwell time = first detection − first malicious activity.
- Time to contain = containment − first detection.
- Active duration = last activity − first malicious activity.
Pivot points
Mark events where the investigation should branch: a new host, a new account, a new external IP, a dropped file hash. Each pivot is a question for correlation or investigation ("what else did account X do after 10:14?").
Gaps
Explicitly list periods with no telemetry. Absence of evidence is not evidence of
absence, so say so. Check get_wazuh_alerts for the host's agent-lifecycle and flooding
alerts in the window: rule 504 (agent disconnected), rule 506 (agent stopped), rule 503
(agent started), rule 203 (event queue full, events may be lost), rule 204 (queue
flooded). get_wazuh_agents shows the current status and last keepalive. For
manager-side log-collection or cluster problems, hand off to platform-engineer. A stop
or disconnect right before attacker activity is itself suspicious (T1562.001).
Timeline format
| Time (UTC) | Host / Entity | Event | Tactic | Source |
|---|---|---|---|---|
| 2026-03-24 09:02–09:12 | 203.0.113.7 → web-01 | 38 SSH auth failures (root, admin) | Credential Access | rules 5716, 5760 x38; rule 5763 x4 |
| 2026-03-24 09:13:05 | web-01 / admin | SSH login success | Initial Access | rule 5715 |
Cite the alert/rule id for every row. Keep to ≤ 40 rows; summarize the rest.
Output
add_findingtitledIncident timelinecontaining the table, milestones, derived metrics, pivots and telemetry gaps. standard_refs:NIST-800-61r3,SANS-PICERL.update_case(summary=...)with a 2–3 sentence narrative if the summary is stale.
Signals
- GitHub stars
- 57
- Forks
- 16
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
incident-timeline- Source
- github.com/gensecaihq/wazuh-autopilot