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discovery-toolbox
dekan-aleksandr/biodiscovery-skillsSkill
A routed repertoire of ~90 scientific thinking operators for biological research agents - visual reasoning, detectability and information budgets, search reframing, causal identification, competing explanations, observation and selection processes, pipeline artifact diagnosis, effort allocation, and confirmation hygiene. Use when a screen returns null or weak results, a result looks too good, search has stagnated, a causal claim is being made, an anomaly needs explaining, a pipeline is suspected, or a lead is about to be escalated. Load the smallest relevant section, activate 1-3 operators, th
Why this score
This repo hosts 2 skills, so its 11 stars are split between them (about 6 each) for scoring.
Popularity score: 52/100 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 20, 2026 at commit 4ad305c2480f, 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 onediscovery-toolbox dekan-aleksandr/biodiscovery-skills · Skill | 52 | ★ 11 | ≈155 always | 3mo ago |
| toolbox stevesolun/ctx · Skill Both about toolbox and activate | 66 | ★ 588 | ≈87 always | 21d ago |
| tool-discovery odysseus-dev/odysseus · Skill Both about discovery and smallest | 84 | ★ 94k | ≈24 always | 16d ago |
| design-discovery Owl-Listener/designpowers · Skill Both about discovery and made | 54 | ★ 254 | ≈63 always | 4mo ago |
| finding-discovery openai/codex-security · Skill Both about discovery | 80 | ★ 11k | ≈71 always | 16d ago |
| error-discovery ai-evals-course/evals-skills · Skill Both about discovery | 66 | ★ 1.5k | ≈35 always | 1mo ago |