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 CarbeneAI/Forge --skill annualreportsgit clone --depth 1 https://github.com/CarbeneAI/ForgeWrote 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/carbeneai/forge/annualreports)<a href="https://agentmods.dev/skills/carbeneai/forge/annualreports"><img src="https://agentmods.dev/badge/skills/carbeneai/forge/annualreports.svg" alt="Measured on agentmods" 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 | $0.00079 | $0.04729 |
| Opus 5 | $0.00039 | $0.02364 |
| Sonnet 5 | $0.00016 | $0.00946 |
| Haiku 4.5 | $0.00008 | $0.00473 |
Grade A, and why
AnnualReports 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 7d 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 — 533 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AnnualReports
Production-ready catalog of 570+ annual security reports, threat intelligence publications, and industry studies for CISO consulting and security research.
Workflow Routing
| Workflow | Trigger | File |
|---|---|---|
| FetchReport | "get [report name]", "find latest DBIR", "download threat report" | workflows/FetchReport.md |
| ThreatBriefing | "create threat briefing", "summarize threat landscape", "executive security update" | workflows/ThreatBriefing.md |
Report Categories
1. Threat Landscape Reports (150+ sources)
Major Annual Reports:
- Verizon Data Breach Investigations Report (DBIR) - Comprehensive breach analysis, 16,000+ incidents analyzed annually
- Mandiant M-Trends - APT trends, dwell time metrics, attacker techniques
- CrowdStrike Global Threat Report - Nation-state actors, eCrime trends, threat hunting insights
- IBM X-Force Threat Intelligence Index - Attack trends, vulnerability exploitation, geographic analysis
- Cisco Talos Year in Review - Malware trends, vulnerability research, threat actor analysis
- Palo Alto Networks Unit 42 Threat Report - Cloud threats, ransomware economics, attack lifecycle
- Microsoft Digital Defense Report - Nation-state threats, cybercrime trends, supply chain security
- Google Cybersecurity Forecast - Emerging threats, AI security, cloud attack trends
- Akamai State of the Internet Security Report - DDoS trends, web attacks, bot management
- Cloudflare DDoS Threat Report - Application layer attacks, network layer trends, regional analysis
Regional & Specialized Threat Reports:
- ENISA Threat Landscape Report (Europe)
- APWG Phishing Activity Trends Report
- Anti-Phishing Working Group Wire Transfer Fraud Report
- CISA Cybersecurity Alerts & Advisories
- NCSC UK Threat Assessment
- CERT-EU Threat Landscape Report
- ANSSI Threat Panorama (France)
- BSI State of IT Security (Germany)
- ACSC Annual Cyber Threat Report (Australia)
- Canadian Centre for Cyber Security National Cyber Threat Assessment
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 7d ago First seen · 533 lines · 79 tokens per session scan A 654a0ed09f79
AnnualReports is a skill published in the GitHub repository CarbeneAI/Forge (9 stars, last pushed 1mo ago), licensed MIT. It adds 79 tokens to every session and 4,729 once invoked, about $0.0004 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 2026-08-31.
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