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 bugrabilge/bilge-development-kit --skill red-team-tacticsgit clone --depth 1 https://github.com/bugrabilge/bilge-development-kitWrote 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/bugrabilge/bilge-development-kit/red-team-tactics)<a href="https://agentmods.dev/skills/bugrabilge/bilge-development-kit/red-team-tactics"><img src="https://agentmods.dev/badge/skills/bugrabilge/bilge-development-kit/red-team-tactics/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/bugrabilge/bilge-development-kit/red-team-tactics"><img src="https://agentmods.dev/badge/skills/bugrabilge/bilge-development-kit/red-team-tactics.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 | $0.00025 | $0.02006 |
| Opus 5 | $0.00013 | $0.01003 |
| Sonnet 5 | $0.00005 | $0.00401 |
| Haiku 4.5 | $0.00003 | $0.00201 |
Grade B, and why
red-team-tactics 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 5d 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.
Cloud metadata endpointmediumServer-side request forgery
One request to 169.254.169.254 can return temporary IAM credentials.
- Try internal addresses: `127.0.0.1`, `169.254.169.254` (cloud metadata), `localhost` 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 — 197 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Red Team Tactics
"To know your enemy, you must become your enemy." -- Sun Tzu
When to Use
- Planning and executing penetration tests against web applications
- Following OWASP Testing Guide methodology
- Identifying and exploiting security weaknesses in applications
- Performing reconnaissance and attack surface mapping
- Writing professional penetration test reports
- Understanding attacker mindset to improve defensive security
- Simulating real-world attack scenarios
Penetration Testing Methodology
Phases of Engagement
- Scoping: Define targets, rules of engagement, and boundaries
- Reconnaissance: Gather intelligence about the target
- Enumeration: Map the attack surface in detail
- Vulnerability Analysis: Identify potential weaknesses
- Exploitation: Attempt to exploit discovered vulnerabilities
- Post-Exploitation: Assess the impact of successful exploitation
- Reporting: Document findings with evidence and remediation guidance
Rules of Engagement
- Always have written authorization before testing
- Define in-scope and out-of-scope systems explicitly
- Agree on testing windows and communication procedures
- Establish emergency contacts and stop conditions
- Document any production impact risks and obtain acknowledgment
- Never access, modify, or exfiltrate real user data
Reconnaissance
Passive Reconnaissance (OSINT)
No direct interaction with the target:
- Domain enumeration: WHOIS, DNS records, certificate transparency logs
- Subdomain discovery: crt.sh, SecurityTrails, Amass passive mode
- Technology fingerprinting: Wappalyzer, BuiltWith, HTTP headers
- Code exposure: GitHub/GitLab search for organization repos, leaked credentials
- Employee enumeration: LinkedIn, job postings reveal tech stack
- Archived pages: Wayback Machine for old endpoints and configurations
- Google dorking:
site:target.com filetype:pdf,inurl:admin,intitle:"index of"
Active Reconnaissance
Direct interaction with target systems:
- Port scanning: Nmap for service discovery and version detection
- Web spidering: Crawl the application to map all pages and forms
- Directory brute-forcing: ffuf, feroxbuster, gobuster for hidden paths
- API discovery: Check /swagger, /api-docs, /graphql, /.well-known/
- Technology profiling: HTTP response headers, error messages, cookies
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.
- 5d ago First seen · 197 lines · 25 tokens per session scan B 8697f4bfb770
red-team-tactics is a skill published in the GitHub repository bugrabilge/bilge-development-kit (10 stars, last pushed 4mo ago), licensed MIT. It adds 25 tokens to every session and 2,006 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it B with 1 finding (cloud metadata endpoint). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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