The library

Everything we index — ranked by what works, never by stars.

works
Review freelancer contracts for fair termsskillLegalHRL1+11pp measured
legal-freelancer · Best for legal-freelancer tasks requiring domain expertise.
untested
Architect hiring decisions from role to offerskillHRL1
hiring · Early-stage founders ($0-$5M) who want to stop hiring on gut feeling and need a framework to define roles tightly, interview efficiently, and avoid the costly mistakes of 'at least we tried hiring'.
untested
Decide when to hire vs use AIskillOpsHRL1
hiring · Solo founders deciding whether to invest in hiring before scaling to a team, when the line between AI-capable and human-necessary work is blurry.
untested
Structure effective one-on-ones that scale trustskillOpsHRL1
one-on-ones · Founder-managers (especially first-time) who want to stop feeling reactive to team issues and build the one habit that scales: consistent 1:1s that surface problems before they're crises.
untested
Produce employee onboarding plansskillHRL1
hr-onboarding · Structured employee onboarding where a visual, milestone-based plan accelerates clarity on expectations and first-week activities.
untested
Score and rank PM candidates systematicallycommandHRL1
recruiting-process-interview · Systematically evaluating multiple PM candidates against the same opening using a consistent 4-dimension scoring model that produces comparable rankings.
untested
Build structured interview processskillHRL1
interview-kit · Scaling teams that need a repeatable, bias-reducing interview loop.
untested
Create inclusive job descriptionskillHRL1
job-description · Hiring for a new role and wanting transparent, inclusive copy.
untested
Design incentive-aligned compensation plansskillHRFinanceL1
gtm-compensation · When you need compensation that sends the right behavioral signals because simplicity wins and incentives must match stage (hunters vs efficiency vs retention).
untested
Coach management consulting case interviewsskillHRL1
04-consulting-career · Candidates with 2-4 weeks before consulting recruiting interviews who want structured practice with real-time feedback on case structure, math, and communication.
untested
Structure VP onboarding as diagnostic processskillOpsHRL1
executive-onboarding-playbook · New VPs/CPOs avoiding destructive first moves and orgs hiring execs who want to ground decisions in evidence rather than gut instinct.
untested
Coach startup-track career decisionsskillHRL1
ent-career-coach · When applying ent-career-coach patterns to specialized interface challenges.
untested
Draft winning cold outreach messagesskillSalesHRL1
ent-cold-email · When applying ent-cold-email patterns to specialized interface challenges.
untested
Generate onboarding guides for new team membersskillHRL1
understand-onboard · Mapping large codebases when architecture documentation is stale or nonexistent.
untested
Build hiring and compensation strategyskillHRL1
chro-advisor · People leadership for scaling companies.
untested
Draft internal change communicationsskillHRL1
internal-comms · Structuring large disruptive changes (RIFs, re-orgs) with staged touchpoints.
untested
Build internal runbooks and SOPsskillOpsHRL1
knowledge-ops · When you need production-grade knowledge ops at scale.
untested
Analyze meetings for communication patternsskillHRProductivityL1
meeting-analyzer · Analyzing behavioral patterns and communication anti-patterns from meeting transcripts.
untested
Interview founders to build company contextskillOpsHRL1
onboard · High-volume onboarding where checklist automation prevents forgotten steps and approval backlogs.
untested
Improve listening in conversationsskillHROpsL1
active-listening · Improving understanding in any conversation where communication failures are costly (mediation, therapy, leadership, conflict)
untested
Resolve workplace conflictsskillHROpsL1
conflict-resolution · Resolving workplace, team, or interpersonal conflict when you need the relationship to survive
untested
Master one-on-one communicationskillHROpsL1
interpersonal-communication · Improving one-on-one relationships through deeper listening and strategic sharing
untested
Teach healthy eating to childrenskillHRL1
feeding-pedagogy · When guiding children to develop healthy eating habits and positive food relationships.
untested
Design coaching practices and skill developmentskillHROpsL1
coaching-and-teaching · Designing deliberate practice with high-quality feedback (6-second information bits, M+M modeling).
untested
Map child and adult development stagesskillHRL1
developmental-psychology · Designing age-appropriate experiences, understanding delays, or intervening during critical periods.
untested
Understand influence and group behaviorskillSalesHRL1
social-psychology · Diagnosing why teams conform to poor decisions or explaining how organizational pressure shapes individual behavior beyond rational choice.
untested
Screen for psychological distress quicklyskillHRL1
distress-screening · screening for nonspecific psychological distress or tracking symptom burden over time
untested
Organize personnel documentsskillHRLegalL1
aktenstruktur-und-dokumentenintake · When organizing German legal personnel files and identifying missing documentation in administrative disputes.
untested
Teach skilled trades effectivelyskillHROpsL1
apprenticeship-pedagogy · When using apprenticeship-pedagogy is more effective than generic alternatives.
untested
Guide transitions to VP or CPO rolesskillHRProductivityL1
vp-cpo-readiness-advisor · When transitioning to executive product roles and you need guidance across preparation and recalibration.
untested
Generate tailored resumes from job descriptionsskillHRL1
tailored-resume-generator · When applying to multiple roles that emphasize different aspects of the same background without losing authenticity
untested
Evaluate resume against job descriptioncommandHRL1
judge-resume · Dispatch commands to the right handler without boilerplate.
untested
Evaluate and improve resumesubagentHRL1
resume-evaluator · strengthening resume impact and passing recruiter scan tests