hiring-scorecard
Skill378 starsChanged 52 days agoMITView on GitHub
Creates structured hiring scorecards for any role. Takes job title, requirements, and team context. Generates comprehensive scorecard with weighted scoring rubric, interview questions per competency, evaluation matrix, red/green flags, and reference check questions.
4 other projects use a version of this.
Adopted by
Most recently taken up by
- vitaedotai/agenttheir own version, first seen Oct 15, 2026
- SkillMedev/people-ops-recruitingtheir own version, first seen Oct 5, 2026
- SkillMedev/engineering-manager-toolkittheir own version, first seen Oct 5, 2026
- sohaibt/founder-modetheir own version, first seen Apr 21, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 4
- sohaibt/founder-mode★ 3same name
- SkillMedev/engineering-manager-toolkit★ 0same name
- SkillMedev/people-ops-recruiting★ 0same name
- vitaedotai/agent★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 0 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 28
Generate interview questions: Write 3-4 behavioral/situational questions per competency with follow-up probes and "what good/bad looks …
“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Hiring Scorecard Generator
Build a structured, bias-reducing hiring scorecard that lets an interview panel make consistent, evidence-based decisions for any role.
Contents
references/output-template.md-- the full 9-sectionscorecard.mdstructure with every block, table, and per-section guideline.references/competency-library.md-- which competencies to score by role type (technical IC, non-technical IC, manager, executive).references/usage-and-customization.md-- how to use the output, focus modes, biases prevented, format adaptations, and legal/compliance reminders.
Inputs
Job Title and Requirements are required; ask before generating if either is missing. The rest sharpen the output: Team Context, Level/Seniority, Role Type, Industry, Interview Panel, Compensation Band, Urgency/Timeline.
Workflow
- Gather role context. Confirm job title, level, team structure, reporting line, and business need. Ask for missing required inputs.
- Define criteria. Separate must-have from nice-to-have qualifications, each specific and observable with a verification method. See
references/output-template.mdSection 2. - Select competencies. Choose 6-10 competencies for the role using
references/competency-library.md. - Build the scoring rubric. Anchor each competency to the 1-5 behavioral scale. See
references/output-template.mdSection 3. - Generate interview questions. Write 3-4 behavioral/situational questions per competency with follow-up probes and "what good/bad looks like". See
references/output-template.mdSection 4. - Create the evaluation matrix. Produce the independent interviewer scoresheet. See Section 5.
- Identify flags. List 8-12 concrete red flags and 8-12 green flags tied to observable behavior. See Section 6.
- Draft reference checks. Produce targeted reference questions that surface real signal. See Section 7.
- Add debrief guide and appendix. Include the debrief agenda, decision framework, anti-bias checklist, scoring calculator, and panel/comparison templates. See Sections 8-9.
- Write the file. Output a single
scorecard.mdin the working directory (or a user-specified path), assembled from all nine sections and ready to hand to a panel without further editing.
For focus modes (technical, leadership, sales/GTM, creative, operations, culture-heavy), format adaptations, and legal/compliance reminders, see references/usage-and-customization.md.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

