Screened · automated checks passed
mongodb-natural-language-querying
What the author says it does
Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter/query/aggregate data in MongoDB, asks "how do I query...", needs help with query syntax, or discusses finding/filtering/grouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search ($search operator), vector/semantic search ($vectorSearch operator), fuzzy matching, autocomplete indexes, or relevance scoring - use search-and-ai for those. Does NOT analyze or optimize existing queries - use mongodb-query-optimizer for that. Does NOT handle aggregation pipelines that involve write operations. Requires MongoDB MCP server.
Quoted from the skill's own SKILL.md trigger description — this is what tells
Claude when to activate it. Not yet verified by us.
Automated screening
100/100 validator score
Scored by the same rules as our free SKILL.md validator: trigger description quality, body substance, structure. Automated — a human bench test is the next step in the pipeline.
Install (unverified — review first)
git clone https://github.com/fcakyon/claude-codex-settings # skill lives at: plugins/mongodb-skills/skills/mongodb-natural-language-querying/SKILL.md
SkillProof status
This skill is in our test queue. We install every skill in a clean environment, run a trigger battery and score output against a baseline before it earns a catalog page — the full protocol is public. Until then, treat it like any unreviewed dependency: read the SKILL.md and any scripts before installing.
Already tested in Writing & Content
- Humanizer Strips 33 documented AI-writing tells from text via a draft-audit-final rewrite loop.
- Blog Outline Generator SERP-informed H2/H3 outline generator; skeleton only, not a full content brief.
- Academic Paper Reviewer Simulates rigorous academic peer review across originality, methodology, results, and writing.
- PR Writing Review Extracts before/after writing fixes and style lessons from GitHub PR review comments.