Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Liberty91LTD/cti-skills --skill ioc-enrichment-workflowgit clone --depth 1 https://github.com/Liberty91LTD/cti-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/liberty91ltd/cti-skills/ioc-enrichment-workflow)<a href="https://agentmods.dev/skills/liberty91ltd/cti-skills/ioc-enrichment-workflow"><img src="https://agentmods.dev/badge/skills/liberty91ltd/cti-skills/ioc-enrichment-workflow/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/liberty91ltd/cti-skills/ioc-enrichment-workflow"><img src="https://agentmods.dev/badge/skills/liberty91ltd/cti-skills/ioc-enrichment-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00066 | $0.03497 |
| Opus 5 | $0.00033 | $0.01749 |
| Sonnet 5 | $0.00013 | $0.00699 |
| Haiku 4.5 | $0.00007 | $0.00350 |
Grade A, and why
ioc-enrichment-workflow scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 220 lines — stays where its author put it; the contents beside it link to each section on GitHub.
IOC Enrichment Workflow
This workflow defines how to enrich raw indicators of compromise by routing them to the appropriate /lookup-* skills and synthesising results.
Seeding the queue (optional): when you don't already have a batch but want fresh leads, /lookup-crowdstrike indicators --malicious --since 7d [--type … | --actor …] returns the latest high-confidence CrowdStrike IOCs (newest-first). Feed the returned indicators into the per-type routing below to enrich each. Requires CrowdStrike credentials with the Indicators read scope.
This skill invokes: /lookup-liberty91, /lookup-virustotal, /lookup-abuseipdb, /lookup-greynoise, /lookup-shodan, /lookup-otx, /lookup-censys, /lookup-urlscan, /lookup-misp, /lookup-opencti, /lookup-reversinglabs, /lookup-crowdstrike, optionally /lookup-ransomwarelive, optionally /lookup-sentinel (exposure sweep of the confirmed-malicious subset against your own telemetry); then /score-source, /apply-tlp, /confidence-language. For deeper graph traversal, hands off to /indicator-pivoting.
Enrichment routing by IOC type
IPv4/IPv6 address
| Order | Skill | What to extract |
|---|---|---|
| 0 | /lookup-liberty91 |
First-party — run before spending third-party quota. ioc-lookup <ip> for the platform's own verdict, derived confidence, effective TLP and tags; threat-events --q <ip> if it appears in reporting |
| 1 | /lookup-virustotal |
Detection ratio, community score, associated domains, last analysis results |
| 2 | /lookup-abuseipdb |
Abuse confidence score, report count, ISP, usage type, country |
| 3 | /lookup-greynoise |
Classification (benign/malicious/unknown), noise status, actor, tags |
| 4 | /lookup-shodan |
Open ports, banners, services, OS, hostnames, vulns, last update |
| 5 | /lookup-otx |
Pulse count, associated pulses, reputation, related indicators |
| 6 | /lookup-reversinglabs |
RL classification, files seen contacting the IP (malware-corpus reputation). Run when configured — independent of VT/AbuseIPDB. |
| 7 | /lookup-crowdstrike |
indicator <ip> — Falcon Intel malicious confidence, linked actors + malware families, report refs. Run when configured. |
| 8 | /lookup-censys |
Services, certificates, autonomous system, location |
| 9 | /lookup-misp |
Internal correlation — search-attributes --value <ip> to surface prior catalogued events |
| 10 | /lookup-opencti |
Internal correlation — lookup <ip> to surface existing observables/indicators in your knowledge base |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 220 lines · 66 tokens per session scan A 7b4e05bcabcd
ioc-enrichment-workflow is a skill published in the GitHub repository Liberty91LTD/cti-skills (18 stars, last pushed 1mo ago), licensed MIT. It adds 66 tokens to every session and 3,497 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
ai-ad-copy-compliance-review
A risk-review assistant for advertising and sales copy. It examines provided material for possible concerns and suggests actions.
ai-agent-browser
A business-diagnosis assistant for marketing, operations, product, and sales questions. It breaks down a goal and produces a summary, findings, action suggestions, and reusable deliverables.
ai-article
A Chinese-language assistant for turning source material into article and content-operation deliverables. It is aimed at creators, marketers, technical teams, and media publishers.
ai-brand-voice-review
A business-diagnosis assistant for marketing, operations, services, and sales questions.
ai-browser-use
A business-diagnosis assistant for marketing, operations, product, and sales questions about how to approach a task.
ai-content-material-audit
A Chinese-language copy-review assistant for creators, marketers, operators, and media teams.