securityby shadd0wtaka
recon
shadd0wtaka/recon
Reconnaissance Module
What it changes
Passed 10 of 17 test cases with the skill, and 2 of 17 without it.
Without skill14%
With skill59%
Checks it passed that the model alone missed
- uses tool_name recon
- sets tool_name to recon
- includes tool_name recon
and 12 more in the full report
10 fixed3 passed either way9 still failing0 broke
- Pass-rate lift
- +45 pp
- Tokens
- -1%
- Agent turns
- 0%
- Response time
- -9%
Model gemini-3.6-flashMeasured 8/20/2026v113 of 22 cases passed with skill · 17 comparable
See it in action
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
PromptQuery target intelligence for internal.local host using the recon tool integration.
What was checked, without and with the skill| Checked | Without skill | With skill |
|---|
| specifies target as internal.local | Passed | Passed |
|---|
| specifies tool_name as recon | Missed | Passed |
|---|
What's inside
The instructions your model reads when the skill loads.
SKILL.md21 linessingle file
recon
Reconnaissance Module
Category: reconnaissance — Reconnaissance
Overview
Reconnaissance Module
Intelligent target reconnaissance using LLM analysis
Author: SHAdd0WTAka
Usage
Agent Integration
- Agent persona: auto-selected from category 'reconnaissance'
- MCP:
- API: with {"tool_name": "recon", "target": "example.com"}
Track record
Benchmark
10 / 17
test cases passed, vs 2 / 17 without
Adoption
- Users
- 0
- Times used
- 0
Safety and source details
SkillSafety
✓ 3 of 3 passed✓Code scan15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026
View 15 scanner checks
live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing
✓IntentSafe
LLM judge · does the skill do what it claims
✓ContentClean
LLM judge · policy & harmful-content review
Source
ImportedLicense MITImported 8/3/2026Version v1