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detector-overview
BitterSecurity/DecepticonSkill
Stage 2 vulnerability detector playbook. Reads source around CANDIDATE nodes and promotes real bugs to VULNERABILITY + HYPOTHESIS. Read-only. Load at detector-agent startup.
Why this score
This repo hosts 10 skills, so its 6,349 stars are split between them (about 635 each) for scoring.
Popularity score: 79/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 409ac92c0c3e, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onedetector-overview BitterSecurity/Decepticon · Skill | 79 | ★ 6.3k | ≈48 always | 17d ago |
| trap-detector wbh604/UZI-Skill · Skill Both about detector | 82 | ★ 7.3k | ≈33 always | 18d ago |
| pii-detector goSprinto/compliance-skills · Skill Both about detector | 57 | ★ 133 | ≈20 always | 5mo ago |
| scope-creep-detector Shubhamsaboo/awesome-llm-apps · Skill Both about detector | 93 | ★ 142k | ≈24 always | 17d ago |
| ai-writing-detector conorbronsdon/avoid-ai-writing · Skill Both about detector and node | 76 | ★ 5.1k | ≈56 always | 16d ago |
| gap-detector ww-w-ai/bkit-claude-code · Subagent Both about detector | 53 | ★ 603 | ≈22 in chat | 1mo ago |