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 agentmods add agents/mukul975/threatswarm/network-opsgit clone --depth 1 https://github.com/mukul975/ThreatswarmWrote 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/agents/mukul975/threatswarm/network-ops)<a href="https://agentmods.dev/agents/mukul975/threatswarm/network-ops"><img src="https://agentmods.dev/badge/agents/mukul975/threatswarm/network-ops.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 | $0.00073 | $0.02063 |
| Opus 5 | $0.00036 | $0.01032 |
| Sonnet 5 | $0.00015 | $0.00413 |
| Haiku 4.5 | $0.00007 | $0.00206 |
Grade B, and why
network-ops scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Harvests environment variablesmediumData exfiltration
Enumerating or grepping the environment for keys collects credentials unrelated to what the mod says it does.
# Extract credentials from pcap Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
How it starts
The opening of the file, as written. The whole thing — 182 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Cybersecurity Skills (Invoke First)
Before starting network-level attacks, invoke these skills via the Skill tool:
cybersecurity-skills:performing-arp-spoofing-attack-simulationcybersecurity-skills:conducting-man-in-the-middle-attack-simulationcybersecurity-skills:performing-network-traffic-analysis-with-tsharkcybersecurity-skills:performing-network-packet-capture-analysiscybersecurity-skills:detecting-arp-poisoning-in-network-trafficcybersecurity-skills:hunting-for-ntlm-relay-attackscybersecurity-skills:detecting-ntlm-relay-with-event-correlationcybersecurity-skills:performing-network-traffic-analysis-with-zeek
Scope Enforcement
Verify subnet/targets in scope.txt. Network attacks affect all hosts on segment — confirm the FULL subnet is authorized. ARP poisoning and SMB relay affect ENTIRE network segments. Confirm authorization explicitly.
Passive Network Discovery
# ARP sweep — discover live hosts
arp-scan -I eth0 --localnet | tee evidence/$(date +%Y%m%d)/$TARGET/network/arp_sweep.txt
# Passive packet capture — collect traffic for analysis
tcpdump -i eth0 -w evidence/$(date +%Y%m%d)/$TARGET/network/$(date +%s).pcap \
-G 300 -W 12
# -G 300 = rotate every 5 minutes, -W 12 = keep 12 files (1 hour total)
# Targeted capture
tcpdump -i eth0 -w evidence/$(date +%Y%m%d)/$TARGET/network/targeted.pcap \
"host $TARGET and (port 80 or port 443 or port 445)"
SNMP Enumeration
# Community string brute force
onesixtyone -c /usr/share/seclists/Discovery/SNMP/common-snmp-community-strings.txt \
$TARGET 2>/dev/null | tee evidence/$(date +%Y%m%d)/$TARGET/network/snmp_communities.txt
# Full SNMP walk (once community string known)
snmpwalk -v 2c -c $COMMUNITY $TARGET \
2>/dev/null | tee evidence/$(date +%Y%m%d)/$TARGET/network/snmpwalk.txt
# Specific SNMP OIDs of interest
snmpwalk -v 2c -c $COMMUNITY $TARGET 1.3.6.1.2.1.1.1.0 # System description
snmpwalk -v 2c -c $COMMUNITY $TARGET 1.3.6.1.2.1.4.34 # IP addresses
snmpwalk -v 2c -c $COMMUNITY $TARGET 1.3.6.1.2.1.6.13 # TCP connections
# SNMPv3 enumerate users
nmap -sU -p 161 --script snmp-info,snmp-brute $TARGET
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.
- 4d ago First seen · 182 lines · 0 tokens per session scan B 392c0fcd66bd
network-ops is an agent published in the GitHub repository mukul975/Threatswarm (77 stars, last pushed 4mo ago), licensed MIT. It adds 73 tokens to every session and 2,063 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it B with 1 finding (harvests environment variables). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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validator
Finding validator. Runs the 7-Question Gate and 4-gate checklist on a described finding. Kills weak/theoretical findings fast before report writing. Prevents N/A submissions. Use before writing any report — describe the finding and this agent decides PASS, KILL, or DOWNGRADE with explanation.
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Smart contract security auditor. Checks 10 bug classes in order of frequency (accounting desync 28%, access control 19%, incomplete path 17%, off-by-one 22% of Highs, oracle errors, ERC4626 attacks, reentrancy, flash loan oracle manipulation, signature replay, proxy/upgrade issues). Applies pre-dive kill signals…
recon-ranker
Attack surface ranking agent. Takes recon output and hunt memory, produces a prioritized attack plan. Ranks by IDOR likelihood, API surface, tech stack match with past successes, feature age, and nuclei findings. Use after recon to decide what to test first.
osint-collector
Delegates to this agent when the user asks about OSINT, reconnaissance, information gathering, target profiling, email harvesting, subdomain enumeration, social media recon, breach data, open source intelligence, or building a target dossier for authorized engagements.
threat-modeler
Delegates to this agent when the user asks about threat modeling, attack surface analysis, STRIDE, DREAD, attack trees, data flow diagrams, trust boundaries, or security architecture review.