Repository
mrmps/classifier-dev agent skills
- skills
- 21
- GitHub stars
- 424
GitHub description: “Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev”
- Stars
- 424 (33 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Aug 2026
- Homepage
- classifier.dev
- api
- classification
- cli
- cloudflare-workers
- llm
- mcp
- text-classification
- zero-shot
Install all skills
npx skills add mrmps/classifier-devAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in mrmps/classifier-dev, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Sort many texts into your own categories without reading them, using a keyless HTTP API that returns a calibrated confidence per answer. | mrmps/ | 424 | — | ~3.1k | Automated safety check: Pass | MIT | yesterday |
| 2 | Pick a browser or desktop agent's next action by choosing among the actions actually on screen instead of inventing one. | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 3 | Check user-generated text against a written policy before it is published. | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 4 | Label each context chunk keep, drop or replace-with-a-pointer and pass the survivors through byte for byte instead of summarising, with key-shaped chunks decided locally and never sent, and a… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 5 | Label each page of an intake packet with a document type and a page role before extraction runs, so only confident pages reach an extractor and the rest reach a person. | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 6 | Filter hundreds or thousands of headlines, search results or feed items against a written brief before opening any of them, using a two-stage cascade that spends a fast model on everything and a… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 7 | Type candidate (subject, sentence, object) triples against a fixed relation schema and flag triples that contradict each other, batched, with a calibrated confidence per edge so only confident edges… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 8 | Turn a stream of log lines or error messages into a histogram of causes — timeouts, auth, quota, bad input, upstream, unknown — by deduplicating to templates, redacting, and classifying one exemplar… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 9 | Classify an incoming task by intent, difficulty and risk in three parallel calls to a keyless classifier, then route it to a cheap model, a strong model, a named skill or the user, from a routing… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 10 | 10.RAG Reranker Rerank retrieved passages by whether each one answers the question, drop the near-misses before they reach the prompt, and check every citation in the answer against the passage it points at. | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 11 | Check every changed hunk of a pull request against conventions written in prose (naming, error handling, logging, docs) with a keyless classifier, and comment only on findings above a confidence… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 12 | A second opinion on every shell, file and MCP call a coding agent proposes: classify what it would do, refuse the confidently destructive ones, and attach the reason to the confirmation the person… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 13 | Decide whether a speech transcript line is aimed at the assistant or at the other people in the room. | mrmps/ | 424 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 14 | File a downloads or scanned-mail folder by classifying each file from its name plus the first 2,000 characters of text into invoice, receipt, contract, identity document, screenshot, installer or… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 15 | Qualify inbound form submissions against your own ICP with a keyless classification API: one pass for ICP fit, one for buyer intent, then a route (sales, nurture, drop) gated on calibrated confidence. | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 16 | Sweep a marketplace or catalogue with a keyless classification API: one pass for category, one multi-label pass for prohibited, counterfeit and misstated-condition signals, one for review-abuse… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 17 | Screen fetched web pages, tool results, emails and file contents for instructions aimed at the agent before they enter context, using a keyless multi-label classifier over chunks. | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 18 | Score resumes against a job description one explicit competency at a time, with a keyless classification API, ordered labels (no evidence, mentions, demonstrated, strong) and an expected value taken… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 19 | Rank a SIEM or EDR alert queue before a human opens it. An agent skill from mrmps/classifier-dev. | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 20 | Check an artifact against a written spec one requirement at a time. | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 21 | Triage support tickets, emails or contact-form posts into an owning team, an urgency and a refund-or-cancellation flag with three batched calls to a keyless classification API, gate the answers on… | mrmps/ | 424 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill in mrmps/classifier-dev?
Bulk Classify from mrmps/classifier-dev ranks first of the 21 skills in mrmps/classifier-dev listed here, with the highest score: its repository has 424 GitHub stars, its SKILL.md loads about 3.1k tokens and it passes the automated safety check with no findings. Next come Computer Use Action Picker and Content Moderation Gate.
Are the skills in mrmps/classifier-dev official?
None yet. All 21 skills in mrmps/classifier-dev listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from mrmps/classifier-dev?
Run npx skills add mrmps/classifier-dev in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.