forensics-quickref
AUTO-INVOKE when user mentions forensics, incident response, IOC, log analysis, evidence preservation, breach investigation, threat hunting, attack timeline. Forensics framework quick reference — discovery phrases for incident response, log analysis, evidence preservation, IOC extraction.
What this skill does
# Forensics Framework — Quick Reference
This is your always-loaded directory for the AIWG **forensics-complete** framework. It does **not** list every skill. Instead, it teaches the framework's mental model and gives you **curated search phrases** that map to `aiwg discover` lookups.
## Canonical access pattern: discover → show
When you find a candidate via `aiwg discover`, fetch its body with `aiwg show <type> <name>`. **Never** use `find`, `ls`, `Glob`, or direct `Read` on `<provider>/skills/` paths — those reflect the kernel-pivot deploy state, not the full surface.
```bash
aiwg discover "<phrase>" # find — returns ranked candidates
aiwg show skill <name> # fetch — streams the SKILL.md body
```
If your platform's Skill tool errors on a non-kernel skill (expected — most aren't kernel), the fallback is `aiwg show`, never filesystem browsing. Last-resort if `aiwg` itself is broken: read directly from `$AIWG_ROOT/agentic/code/...` (the canonical corpus, always present).
## How to use this quickref
1. Identify the **capability domain** the user's need belongs to
2. Pick a **curated phrase** from that domain (or paraphrase the user's words)
3. Run `aiwg discover "<phrase>"` and surface the top match (or top-3) to the user
4. If the top result isn't right, iterate the phrasing — the scorer is forgiving
**Do not enumerate skills from memory.** The framework ships ~20 skills and discovery is the lookup surface.
## What this framework is for
Digital forensics & incident response. RFC 3227-aligned triage, multi-source timeline reconstruction, IOC extraction, chain-of-custody preservation, and Sigma-rule-based threat hunting. Multi-platform (Linux / cloud / containers / memory).
## Capability domains
| Domain | Covers |
|---|---|
| **Triage & acquisition** | Quick host triage following RFC 3227, evidence acquisition with chain of custody, target system profiling |
| **Platform-specific analysis** | Linux, memory dumps, cloud (AWS/Azure/GCP), Docker/K8s containers, supply chain |
| **Investigation orchestration** | Full multi-agent investigation, log correlation, IOC extraction & STIX 2.1 mapping |
| **Threat hunting** | Sigma rule application across log sources |
| **Reporting** | Investigation reports with evidence, timeline reconstruction |
## Curated discovery phrases
### Triage & acquisition
```bash
aiwg discover "forensic triage" # → forensics-triage
aiwg discover "evidence acquisition" # → forensics-acquire (score 0.55)
aiwg discover "target system profile" # → forensics-profile
aiwg discover "start forensics case" # → forensics-quickref / forensics-investigate
```
### Platform-specific analysis
```bash
aiwg discover "linux forensics" # → linux-forensics (score 0.51)
aiwg discover "memory forensics" # → memory-forensics (score 0.94)
aiwg discover "cloud forensics" # → cloud-forensics (score 0.63)
aiwg discover "container forensics" # → container-forensics
aiwg discover "supply chain compromise" # → supply-chain-forensics
```
### Investigation orchestration
```bash
aiwg discover "forensics investigation" # → forensics-investigate (top-3; refine if needed)
aiwg discover "log analysis" # → log-analysis
aiwg discover "extract iocs" # → forensics-ioc
aiwg discover "build forensic timeline" # → forensics-timeline
```
### Threat hunting
```bash
aiwg discover "threat hunt with sigma rules" # → sigma-hunting (score 1.00)
aiwg discover "forensics hunt" # → forensics-hunt
```
### Reporting & integrity
```bash
aiwg discover "forensic report" # → forensics-report
aiwg discover "investigation status" # → forensics-status
aiwg discover "evidence preservation" # → evidence-preservation
aiwg discover "integrity verification" # → integrity-verification
```
## Mental model — the investigation pipeline
```
Triage (RFC 3227) → Acquisition → Platform analysis → IOC extraction → Reporting
forensics-triage forensics-acquire linux-forensics forensics-ioc forensics-report
memory-forensics
cloud-forensics
container-forensics
```
Cross-cutting: `forensics-hunt` (Sigma) and `log-analysis` (correlation) feed both Analysis and IOC extraction.
## Artifact directory layout
Forensic artifacts go under `.aiwg/forensics/` when the framework is in use:
```
.aiwg/forensics/
├── profiles/ # Target profiles
├── plans/ # Investigation plans
├── triage/ # RFC 3227 quick captures and summaries
├── evidence/ # Chain-of-custody-preserved evidence
├── findings/ # Analysis findings
├── timelines/ # Reconstructed event timelines
├── iocs/ # Extracted indicators of compromise
├── reports/ # Investigation reports
├── sigma/ # Custom Sigma rules
└── chain-of-custody.md # Master CoC log
```
For readiness and handoff from preventive security work, use `security-engineering/dfir-readiness`. For production incident coordination, use SDLC incident-response flows. See `docs/integrations/dfir-handoff.md`.
## When the curated phrases don't fit
```bash
aiwg discover "<your need, paraphrased>" --limit 5
```
If the top-3 results all score below ~0.20, the framework genuinely may not have a curated skill for that need. Then improvise — but always check first.
## Anti-pattern: don't enumerate
If a user asks "what forensics skills are available?", **do not list from this skill**. Run:
```bash
aiwg discover --type skill --limit 20 "<their interest area>"
```
This skill is the orientation layer. The index is the lookup.
Related in Security
mac-ops
IncludedComprehensive macOS workstation operations — diagnose kernel panics, identify failing drives, audit launchd startup items, decode wake reasons, triage TCC permission denials, manage APFS snapshots, recover from no-boot. Use for: Mac is slow, slow bootup, won't boot, kernel panic, kernel_task hot, mds_stores CPU, photoanalysisd, cloudd, login loop, gray screen, sleep wake failure, drive failing, IO errors, APFS snapshots eating space, Time Machine local snapshots, Spotlight indexing, launchd, LaunchAgent, LaunchDaemon, login items, TCC permissions, Full Disk Access, Screen Recording denied, Gatekeeper, quarantine, com.apple.quarantine, app is damaged, helper tool, /Library/PrivilegedHelperTools, pmset, wake reasons, dark wake, sysdiagnose, panic.ips, DiagnosticReports, configuration profile, MDM profile, remote diagnostics over SSH.
a11y-audit
IncludedRun accessibility audits on web projects combining automated scanning (axe-core, Lighthouse) with WCAG 2.1 AA compliance mapping, manual check guidance, and structured reporting. Output is configurable: markdown report only, markdown plus machine-readable JSON, or markdown plus issue tracker integration. Use this skill whenever the user mentions "accessibility audit", "a11y audit", "WCAG audit", "accessibility check", "compliance scan", or asks to check a web project for accessibility issues. Also trigger when the user wants to verify WCAG conformance or map findings to a specific standard (CAN-ASC-6.2, EN 301 549, ADA/AODA).
erpclaw
IncludedAI-native ERP system with self-extending OS. Full accounting, invoicing, inventory, purchasing, tax, billing, HR, payroll, advanced accounting (ASC 606/842, intercompany, consolidation), and financial reporting. 413 actions across 14 domains, 43 expansion modules. Constitutional guardrails, adversarial audit, schema migration. Double-entry GL, immutable audit trail, US GAAP.
assess
IncludedAssesses and rates quality 0-10 across multiple dimensions (correctness, maintainability, security, performance, testability, simplicity) with pros/cons analysis. Compares against project conventions and prior decisions from memory. Produces structured evaluation reports with actionable improvement suggestions. Use when evaluating code, designs, architectures, or comparing alternative approaches.
spring-boot-security-jwt
IncludedProvides JWT authentication and authorization patterns for Spring Boot 3.5.x covering token generation with JJWT, Bearer/cookie authentication, database/OAuth2 integration, and RBAC/permission-based access control using Spring Security 6.x. Use when implementing authentication or authorization in Spring Boot applications.
code-hardcode-audit
IncludedDetect hardcoded values, magic numbers, and leaked secrets. TRIGGERS - hardcode audit, magic numbers, PLR2004, secret scanning.