Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Maigret
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Maigret
Best first install candidate based on install readiness and adoption.
Freshest repo
iterate-from-skore
Most recent maintenance signal among this shortlist.
| Signal | iterate-from-skore Source the next ML experiment proposal by **reading the audit digest** at `scratch/audit/<stem>/audit.md` (produced by `audit-ml-pipeline` at § 4 record-outcome). For every row in the digest's `## Checks summary` whose `severity` is `issue` or `tip`, follow the row's `documentation_url` to draft a Backlog row whose `Item` is the mitigation the docs recommend. The `## Metrics summary` provides context for the human summary paragraph but does not drive Backlog rows on its own. Returns the enriched Backlog rows + a one-paragraph summary back to `iterate-ml-experiment`, which writes the rows into `JOURNAL.md` and re-presents the sourcing menu so the user can promote a `B<N>` row. Stops at "Backlog enriched, summary returned"; never writes a per-experiment design note, never picks the "winning" finding — the user picks via `B<N>`. TRIGGER when: `iterate-ml-experiment` is picking a sourcing strategy and the user picks `skore` from the menu; the user says "mine the report", "what does skore s | Nuclei Nuclei is a fast, customizable vulnerability scanner powered by the global security community and built on a simple YAML-based DSL, enabling collaboration to tackle trending vulnerabilities on the internet. It helps you find vulnerabilities in your applications, APIs, networks, DNS, and cloud configurations. | Maigret 🕵️♂️ Collect a dossier on a person by username from 3000+ sites | Zaproxy The ZAP by Checkmarx Core project |
|---|---|---|---|---|
| Quality | 62/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 61/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 122 stars Verified outcomes are shown on each skill page | 29K stars Verified outcomes are shown on each skill page | 33K stars Verified outcomes are shown on each skill page |
| 15K stars Verified outcomes are shown on each skill page |
| Freshness | Sep 11, 2026 | Jun 13, 2026 | Jun 11, 2026 | Jun 11, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Go, Security, Claude Code | Python, OSINT, Claude Code | Java, Security, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects | Security and compliance workflows · Claude Code teams · teams that value GitHub adoption signals | Research agents workflows · Claude Code teams · teams that value GitHub adoption signals | Security and compliance workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 48 views 1 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add probabl-ai/skills --skill iterate-from-skore | $ npx skills add projectdiscovery/nuclei | $ npx skills add soxoj/maigret | $ npx skills add zaproxy/zaproxy |