Full multi-agent investigation workflow
Scanned 9/3/2026
Install to Claude Code
npx -y skills add jmagly/aiwg --skill forensics-investigate --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Forensics Investigate?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/jmagly-forensics-investigate-aiwg)More formats (shields.io, HTML) on the badges page.
---
namespace: aiwg
name: forensics-investigate
platforms: [all]
description: Full multi-agent investigation workflow
commandHint:
argumentHint: "<target> [--scope triage|full|targeted-ssh|container|cloud] [--skip-stage stage]"
category: forensics-investigation
---
# /forensics-investigate
Orchestrate a complete digital forensics investigation by coordinating all specialized agents through the full workflow: reconnaissance, triage, acquisition, multi-domain analysis, timeline building, IOC extraction, and report generation. Suitable for incident response and proactive threat hunting.
## Usage
`/forensics-investigate <target> [options]`
## Arguments
| Argument | Required | Description |
|----------|----------|-------------|
| target | Yes | SSH connection string, cloud target, or findings directory path |
| --scope | No | Investigation scope: `triage`, `full`, `targeted-ssh`, `container`, `cloud` (default: `full`) |
| --skip-stage | No | Skip a specific stage: `recon`, `triage`, `acquire`, `analysis`, `timeline`, `ioc`, `report` |
| --resume | No | Resume a previously interrupted investigation from last checkpoint |
| --output | No | Output directory (default: `.aiwg/forensics/`) |
| --parallel | No | Run analysis agents in parallel where possible (default: true) |
| --notify | No | Webhook URL for stage completion notifications |
## Behavior
When invoked, this command:
1. **Initialize Investigation**
- Create investigation workspace at `.aiwg/forensics/`
- Assign investigation ID (`INV-<date>-<host>`)
- Record start time, investigator, and scope
- Check for existing investigation to resume
2. **Reconnaissance (recon-agent)**
- Profile target system and establish baseline
- Document services, users, and network configuration
- Save to `profiles/<hostname>/`
3. **Triage (triage-agent)**
- Capture volatile data per RFC 3227 order
- Score initial threat level
- Identify active indicators requiring immediate attention
- Save to `findings/<hostname>/volatile/`
4. **Acquisition (forensic-acquisition-agent)**
- Collect logs, configurations, and artifacts per triage findings
- Establish chain of custody for all evidence
- Compute and verify SHA-256 hashes
- Save evidence manifest to `acquisition/`
5. **Analysis (parallel agent coordination)**
- **Log Analyst**: Auth logs, syslog, journal entries
- **Persistence Hunter**: Crons, systemd units, SSH keys, rootkits
- **Network Analyst**: Connections, DNS, beaconing, lateral movement
- **Container Analyst**: Docker/Kubernetes artifacts (if applicable)
- **Memory Analyst**: Volatility 3 analysis (if memory image available)
- **Cloud Analyst**: CloudTrail, IAM, flow logs (if cloud target)
- Save findings to `analysis/<agent>/`
6. **Timeline Building (timeline-builder)**
- Correlate events across all analysis findings
- Normalize timestamps to UTC
- Reconstruct attack chain with MITRE ATT&CK mapping
- Save to `timeline/incident-timeline.md`
7. **IOC Extraction (ioc-analyst)**
- Extract indicators from all findings
- Enrich with threat intelligence
- Map to STIX 2.1 observables
- Save to `ioc/ioc-register.md`
8. **Report Generation (reporting-agent)**
- Compile executive summary and technical findings
- Include severity-classified evidence table
- Generate remediation plan with prioritized actions
- Save to `reports/forensic-report.md`
9. **Quality Gate**
- Verify all stages completed or explicitly skipped
- Confirm evidence chain of custody integrity
- Check report completeness before marking investigation closed
## Profile-to-Plan Generation
When a target profile exists at `.aiwg/forensics/profiles/<hostname>-<date>/system-profile.md`, `forensics-investigate` reads it before generating the investigation plan. This enables the plan to contain parameterized, host-specific commands instead of generic placeholders.
### 1. Reading the Target Profile
The command resolves the profile path from the target argument:
1. Derive hostname from the connection string (e.g., `ssh://admin@web01` → `web01`)
2. Scan `.aiwg/forensics/profiles/` for directories matching `<hostname>-*`
3. Select the most recently dated match (e.g., `web01-2026-02-27/`)
4. Load `system-profile.md` (human-readable) and `system-profile.json` (machine-readable) from that directory
5. If no profile is found, log a warning and proceed with an unparameterized plan; prompt the investigator to run `/forensics-profile` first
The investigation plan's **Target Profile Reference** section is populated from the resolved path:
```yaml
target_profile_path: .aiwg/forensics/profiles/web01-2026-02-27/system-profile.md
profile_date: 2026-02-27
```
### 2. Parameterizing Commands from Profile Data
The following profile fields are extracted and substituted into investigation plan commands:
| Profile Field | Plan Variable | Example Usage |
|---------------|---------------|---------------|
| Hostname | `{{hostname}}` | `last -n 50 web01` |
| Case ID | `{{case_id}}` | `ps auxf > /tmp/INV-2026-02-27-web01_ps_snapshot.txt` |
| Users with shell access | `{{expected_users}}` | Auth log grep patterns scoped to known accounts |
| Running services list | `{{expected_service_pattern}}` | `lsof -i | grep -v '<pattern>'` |
| Listening ports | `{{expected_ports}}` | Connection count alert comparison |
| Investigation date | `{{investigation_date}}` | `journalctl --since "2026-02-27 00:00:00"` |
| Log lookback window | `{{log_lookback_days}}` | `--since` timestamps for auth and syslog queries |
| Timeline window | `{{timeline_window_days}}` | `find / -newer` reference marker |
| Large file threshold | `{{large_file_threshold_mb}}` | `find / -size +100M` |
| Connection alert threshold | `{{connection_count_alert_threshold}}` | `awk '$1 >= 20'` in network phase |
| Failed login threshold | `{{failed_login_threshold}}` | Alert threshold in auth analysis |
| Package manager | `{{package_manager_history_command}}` | Distro-appropriate package history command |
| Log file paths | `{{web_access_log}}` | Service-specific log path substitution |
| Evidence storage path | `{{evidence_storage_path}}` | Evidence collection target directory |
| Escalation contact | `{{escalation_contact}}` | Red flag notification target |
User and authentication commands in Phase 2 are scoped to the known account list from the profile's **Users with Shell Access** table. For example, if the profile documents `admin`, `deploy`, and `root`, the SSH key sweep is limited to those home directories rather than iterating all of `/home`.
### 3. Service-Specific Check Inclusion
Phase 3 (Process and Service Audit) and Phase 7 (Log Analysis) include service-specific checks only for services listed in the profile's **Services and Ports** table with `Expected: Yes`.
The command applies these rules:
| Service Present in Profile | Checks Included |
|----------------------------|-----------------|
| `nginx` or `apache2` | Web access log parsing, HTTP error pattern grep |
| `mysqld` or `postgresql` | Database error log check, unusual connection sources |
| `sshd` | SSH auth failure threshold, authorized_keys sweep |
| `docker` / `containerd` | Phase 8 (Container / Docker Audit) is included; otherwise skipped |
| No container runtime listed | Phase 8 is excluded from the generated plan with a note |
| Cloud metadata service detected | Cloud Analyst agent is added to the Phase 5 parallel pool |
The Phase 8 section header in the generated plan reflects the include/exclude decision explicitly:
```
### Phase 8: Container / Docker Audit
> INCLUDED — docker detected in target profile (3 running containers at baseline)
```
or:
```
### Phase 8: Container / Docker Audit
> SKIPPED — no container runtime in target profile
```
Services not present in the profile that are found running during triage are flagged as anomalies in the triage summary and receive targeted investigation commands appended to Phase 3.
### 4. Deriving Expected vs. Suspicious Baselines
The profile's **Services and Ports** and **Network Baseline** sections establish what is normal. The generated plan encodes these baselines directly into triage commands:
**Port baseline** — The expected listening ports from the profile (e.g., `22`, `80`, `443`, `3306`) are embedded in the Phase 6 network check. Any port reported by `ss -tlnpu` that is not in this list is flagged inline:
```bash
# Ports not in baseline (web01 profile: 22, 80, 443, 3306)
ss -tlnpu | awk 'NR>1 {print $5}' | grep -oP ':\K[0-9]+' | sort -un \
| grep -vE '^(22|80|443|3306)$' | while read p; do echo "UNEXPECTED PORT: $p"; done
```
**Outbound connection baseline** — The expected outbound destinations from the profile's **Expected Outbound Connections** table are embedded in the network phase as an allowlist. Connections to destinations outside this list are flagged for review.
**User baseline** — The known shell-access accounts from the profile are compared against `getent passwd` output at investigation time. New accounts not in the profile are flagged in Phase 2 as potential persistence artifacts.
**Container baseline** — If the profile includes a **Running Containers (Baseline)** table, the generated plan compares current `docker ps` output against that baseline. Containers not present at profile time are flagged as anomalous in Phase 8.
**Failed login threshold** — The `failed_login_threshold` from the profile's **Investigation Scope Configuration** block (default: `10`) is substituted into the auth log grep commands. Accounts exceeding this threshold in Phase 2 are surfaced as priority findings.
## Scope Profiles
| Scope | Stages | Use Case |
|-------|--------|----------|
| `triage` | recon, triage | Initial rapid assessment |
| `targeted-ssh` | recon, triage, acquire, logs, persistence, network | SSH-compromised host |
| `container` | recon, triage, acquire, container, network | Container escape or image compromise |
| `cloud` | recon, acquire, cloud, ioc, report | Cloud account breach |
| `full` | All stages | Comprehensive incident response |
## Examples
### Example 1: Full investigation
```bash
/forensics-investigate ssh://admin@192.168.1.50 --scope full
```
### Example 2: Quick triage only
```bash
/forensics-investigate ssh://admin@192.168.1.50 --scope triage
```
### Example 3: Container sweep
```bash
/forensics-investigate ssh://root@docker-host --scope container
```
### Example 4: Cloud audit
```bash
/forensics-investigate aws://123456789012/us-east-1 --scope cloud
```
### Example 5: Resume interrupted investigation
```bash
/forensics-investigate ssh://admin@192.168.1.50 --resume
```
### Example 6: Skip memory analysis
```bash
/forensics-investigate ssh://admin@host --scope full --skip-stage memory
```
## Output
All artifacts are saved under `.aiwg/forensics/`:
```
.aiwg/forensics/
├── investigation.yaml # Investigation metadata and state
├── profiles/
│ └── web01-2026-02-27/
│ └── system-profile.md
├── findings/
│ └── web01-2026-02-27/
│ ├── triage-summary.md
│ └── volatile/
├── acquisition/
│ ├── evidence-manifest.yaml
│ └── custody-log.yaml
├── analysis/
│ ├── logs/
│ ├── persistence/
│ ├── network/
│ └── ioc/
├── timeline/
│ └── incident-timeline.md
├── ioc/
│ └── ioc-register.md
└── reports/
└── forensic-report.md
```
### Sample Progress Output
```
Investigation: INV-2026-02-27-web01
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
[14:30:00] Stage 1/8: Reconnaissance RUNNING
[14:31:42] Stage 1/8: Reconnaissance COMPLETE (102s)
[14:31:42] Stage 2/8: Triage RUNNING
[14:34:15] Stage 2/8: Triage COMPLETE (153s) [CRITICAL - active compromise]
[14:34:15] Stage 3/8: Acquisition RUNNING
[14:39:02] Stage 3/8: Acquisition COMPLETE (287s) [14 artifacts collected]
[14:39:02] Stage 4/8: Analysis RUNNING (parallel: 5 agents)
[14:39:02] Log Analyst RUNNING
[14:39:02] Persistence Hunter RUNNING
[14:39:02] Network Analyst RUNNING
[14:52:18] Log Analyst COMPLETE [8 findings]
[14:53:41] Persistence Hunter COMPLETE [3 findings]
[14:55:09] Network Analyst COMPLETE [5 findings]
[14:55:09] Stage 4/8: Analysis COMPLETE (976s) [16 total findings]
[14:55:09] Stage 5/8: Timeline RUNNING
[14:57:33] Stage 5/8: Timeline COMPLETE (144s)
[14:57:33] Stage 6/8: IOC Extraction RUNNING
[14:59:01] Stage 6/8: IOC Extraction COMPLETE (88s) [12 IOCs extracted]
[14:59:01] Stage 7/8: Report Generation RUNNING
[15:01:44] Stage 7/8: Report Generation COMPLETE (163s)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Investigation Complete: INV-2026-02-27-web01
Duration: 31m 44s
Findings: 16 total (2 CRITICAL, 5 HIGH, 6 MEDIUM, 3 LOW)
IOCs: 12 extracted (4 enriched with threat intel)
Report: .aiwg/forensics/reports/forensic-report.md
```
## References
- @$AIWG_ROOT/agentic/code/frameworks/forensics-complete/agents/forensics-orchestrator.md - Orchestrator
- @$AIWG_ROOT/agentic/code/frameworks/forensics-complete/agents/manifest.json - All agent definitions
- @$AIWG_ROOT/agentic/code/frameworks/forensics-complete/commands/forensics-report.md - Report generation
- @$AIWG_ROOT/agentic/code/frameworks/forensics-complete/commands/forensics-status.md - Status monitoring
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!