23 instruction files for AI agents, collected from mrmps/classifier-dev. Install any of them at an exact version with mdr add mrmps/classifier-dev/<name>.
mrmps/classifier-dev · plugins/classifier/skills/bulk-classify/SKILL.md · Sort many texts into your own categories without reading them, using a keyless HTTP API that returns a calibrated…
mrmps/classifier-dev · skills/_rejected/context-compaction-keep-or-drop/SKILL.md · Label each context chunk keep, drop or replace-with-a-pointer and pass the survivors through byte for byte instead of…
mrmps/classifier-dev · skills/computer-use-action-picker/SKILL.md · Pick a browser or desktop agent's next action by choosing among the actions actually on screen instead of inventing…
mrmps/classifier-dev · skills/content-moderation-gate/SKILL.md · Check user-generated text against a written policy before it is published. One multi-label call scores every policy…
mrmps/classifier-dev · skills/document-intake-routing/SKILL.md · Label each page of an intake packet with a document type and a page role before extraction runs, so only confident…
mrmps/classifier-dev · skills/downloads-and-inbox-sorter/SKILL.md · File a downloads or scanned-mail folder by classifying each file from its name plus the first 2,000 characters of text…
mrmps/classifier-dev · skills/headline-filter-map-reduce/SKILL.md · Filter hundreds or thousands of headlines, search results or feed items against a written brief before opening any of…
mrmps/classifier-dev · skills/knowledge-graph-relation-typing/SKILL.md · Type candidate (subject, sentence, object) triples against a fixed relation schema and flag triples that contradict…
mrmps/classifier-dev · skills/lead-qualification/SKILL.md · Qualify inbound form submissions against your own ICP with a keyless classification API: one pass for ICP fit, one for…
mrmps/classifier-dev · skills/listing-hygiene-check/SKILL.md · Sweep a marketplace or catalogue with a keyless classification API: one pass for category, one multi-label pass for…
mrmps/classifier-dev · skills/log-and-error-bucketing/SKILL.md · Turn a stream of log lines or error messages into a histogram of causes — timeouts, auth, quota, bad input, upstream…
mrmps/classifier-dev · skills/model-and-skill-router/SKILL.md · Classify an incoming task by intent, difficulty and risk in three parallel calls to a keyless classifier, then route it…
mrmps/classifier-dev · skills/prompt-injection-guard/SKILL.md · Screen fetched web pages, tool results, emails and file contents for instructions aimed at the agent before they enter…
mrmps/classifier-dev · skills/rag-reranker/SKILL.md · Rerank retrieved passages by whether each one answers the question, drop the near-misses before they reach the prompt…
mrmps/classifier-dev · skills/resume-to-job-screen/SKILL.md · Score resumes against a job description one explicit competency at a time, with a keyless classification API, ordered…
mrmps/classifier-dev · skills/semantic-ci-lint/SKILL.md · Check every changed hunk of a pull request against conventions written in prose (naming, error handling, logging, docs)…
mrmps/classifier-dev · skills/soc-alert-triage/SKILL.md · Rank a SIEM or EDR alert queue before a human opens it. Scores each alert likely true positive or likely false positive…
mrmps/classifier-dev · skills/spec-conformance-check/SKILL.md · Check an artifact against a written spec one requirement at a time. Splits the spec into testable requirements, scores…
mrmps/classifier-dev · skills/support-ticket-triage/SKILL.md · Triage support tickets, emails or contact-form posts into an owning team, an urgency and a refund-or-cancellation flag…
mrmps/classifier-dev · skills/tool-call-permission-gate/SKILL.md · A second opinion on every shell, file and MCP call a coding agent proposes: classify what it would do, refuse the…
mrmps/classifier-dev · skills/voice-command-or-chatter/SKILL.md · Decide whether a speech transcript line is aimed at the assistant or at the other people in the room. Classifies each…
mrmps/classifier-dev · src/SKILL.md · Sort many texts into your own categories without reading them, using a keyless HTTP API that returns a calibrated…