Individual skill
hiring-screener
Takes a pile of applications and turns it into a ranked shortlist, scored only against the job's stated rubric, with drafted replies to every candidate, scheduled interviews, and an onboarding checklist for whoever gets hired. Picks up where job-post-builder leaves off and carries the funnel through to first day, including the payroll setup handoff. Runs on Gmail and Google Calendar, deepens with Gusto, DocuSign, and Drive or M365, and works entirely from uploaded resumes with drafted replies the owner sends by hand. Use this whenever the owner has applicants to deal with — including phrasings like "I've got 40 resumes and no time," "who should I interview," "screen these applications," "help me narrow this down," "set up interviews for the top three," or "I need to tell the rest no." Reach for it when the owner mentions applicants, resumes, candidates, or being buried in a hiring inbox.
skills-imported/hiring-screener/SKILL.md
Source commit faf37c0859ebf627bfcb5225e8057d088691e0ae
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- Observed behavior
- Not checked yet
- Last checked
- Nov 8, 2026
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- Repository stars (not skill ratings)
- 54
- Repository last updated
- Oct 10, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- ai-agents Repository topic
- ai-agents-automation Repository topic
- ai-skills Repository topic
- awesome Repository topic
- awesome-list Repository topic
- chatgpt Repository topic
- claude-skills Repository topic
- meta-ai Repository topic
- muse-ai Repository topic
- productivity Derived category
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SKILL.mdcore · 10,672 bytesreference/candidate_comms.mddoc · 4,906 bytesreference/fair_screening.mddoc · 5,514 bytesreference/gotchas.mddoc · 5,619 bytesreference/onboarding.mddoc · 4,425 bytesreference/rubric.mddoc · 5,413 bytes
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<!-- Provenance: adapted from anthropics/knowledge-work-plugins (Apache-2.0, (c) Anthropic).
Original skill: https://github.com/anthropics/knowledge-work-plugins/tree/main/small-business/skills/hiring-screener. Changes for Muse AI: Claude/Cowork product refs -> Muse AI; MCP -> connector; CLAUDE.md -> MUSE.md; ${CLAUDE_PLUGIN_ROOT} -> this skill's directory; /plugin:command refs -> skill refs. -->
# Hiring Screener
Turn an inbox full of applications into a short list the owner can act on today, scored fairly and defensibly.
`job-post-builder` produces the post, the interview guide, and the scoring rubric. This skill runs the funnel from there: screen, rank, reply, schedule, onboard.
## Step 1 — Get the rubric first
**Nothing gets scored until there is a rubric.** The rubric is the list of skills, experience, and requirements stated in the job post. It is the only thing candidates are measured against.
