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Resume Career Toolkit — 20 Career Workflows
Tailor truthful resumes and cover letters, practice interviews, and compare offers with 20 focused AI-agent workflows.
$14.99
Resume Career Toolkit — 20 Career Workflows
Example session with this skill installed
Fictional demonstration. Use Resume Career Toolkit to create a concise application pack for this Operations Analyst posting: a short resume summary, three experience bullets, a short cover letter, and a requirements-to-evidence table. Do not add experience I have not provided. Flag any important gaps.
Candidate: Alex Morgan. Operations Specialist at Northstar Retail from January 2022 through December 2025. Personally handled about 120 internal support requests per week. Built a shared triage spreadsheet; team records showed average request turnaround fell from two business days to one business day after rollout. Coordinated weekly handoffs across five colleagues. Used SQL to prepare weekly operations reports. No Python experience. No revenue or cost-saving figures available.
Posting: Operations Analyst at Cedar Logistics. Responsibilities: prepare weekly SQL reports, coordinate cross-team handoffs, and improve support workflows. Requirements: at least three years of operations experience and practical SQL experience. Python is preferred, not required. No hiring manager name is supplied. English-language application.
- Read your context and instructions
- Compiled the resume career toolkit
This is a fictional demonstration. Alex Morgan, Northstar Retail, Cedar Logistics, and all supplied figures are example facts.
Resume summary: Operations Specialist with four years of experience in internal support, weekly SQL reporting, and handoff coordination. Built a shared triage spreadsheet and personally handled about 120 internal support requests per week.
Alex Morgan — Operations Specialist, Northstar Retail | January 2022–December 2025
- Prepared weekly operations reports using SQL.
- Built a shared triage spreadsheet while personally handling about 120 internal support requests per week; team records showed average request turnaround fell from two business days to one after rollout.
- Coordinated weekly handoffs across five colleagues.
Short cover letter:
Dear Hiring Team,
I am applying for the Operations Analyst position at Cedar Logistics. My four years as an Operations Specialist at Northstar Retail included weekly SQL reporting, internal support, and handoff coordination—experience relevant to the responsibilities in your posting.
I personally handled about 120 internal support requests per week and built a shared triage spreadsheet. After rollout, team records showed average request turnaround fell from two business days to one. This example reflects my experience improving a support workflow, with the outcome recorded at the team level. I also prepared weekly operations reports using SQL and coordinated weekly handoffs across five colleagues.
I would welcome a conversation about how this experience could support Cedar Logistics’ reporting, handoff coordination, and support workflows. Thank you for considering my application.
Sincerely,
Alex Morgan
Requirements compared with the supplied evidence:
| Requirement | Priority | Candidate evidence | Assessment |
|---|---|---|---|
| At least three years of operations experience | Required | Operations Specialist, January 2022–December 2025: four years | Supported |
| Practical SQL experience and weekly SQL reports | Required skill and responsibility | Used SQL to prepare weekly operations reports | Supported; query complexity and tools are unspecified |
| Coordinate cross-team handoffs | Responsibility | Coordinated weekly handoffs across five colleagues | Partially supported; the evidence does not establish whether colleagues belonged to different teams |
| Improve support workflows | Responsibility | Built a shared triage spreadsheet; team records showed average turnaround fell from two business days to one after rollout | Supported; the supplied facts show a team outcome after rollout, without isolating the spreadsheet’s effect |
| Python | Preferred | Candidate explicitly reports no Python experience | Not evidenced; confirmed gap in a preference, not a stated mandatory requirement |
Recommendation: Apply. The supplied evidence supports the required operations tenure and practical SQL experience, as well as relevant workflow improvement. Python is preferred, so the stated gap does not breach an explicit requirement.
The materials prioritize weekly SQL reporting, retain the candidate’s actual title and dates, and preserve “about” for request volume. The turnaround result remains attributed to team records; no revenue, cost savings, or unsupported cross-team claims were added.
Before using this application, clarify whether the five colleagues represented different teams and, if useful, add one truthful example of the SQL work performed. No important mandatory qualification gap is established by the supplied posting. These are text drafts: document layout, file parsing, and employer ATS behavior have not been tested.
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About this skill
Build a stronger application from the experience you actually have
Resume Career Toolkit brings 20 focused workflows into one installable SKILL.md package. Give your agent your resume, a job posting, or offer details. It selects the relevant workflow and produces usable drafts, evidence maps, and a clear list of facts to confirm.
What you get
- Resume review: extraction and layout checks within your agent's capabilities, stronger bullets, defensible metrics, and better section structure.
- Targeted applications: posting requirements mapped to your experience, tailored resume text, cover letters, and an optional application log.
- Interviews and offers: truthful STAR stories, interactive practice, negotiation drafts, and comparisons that separate reliable cash from contingent bonus and equity.
- Specialist guidance: technical, executive, academic, and creative resumes, career pivots, portfolio case studies, and reference preparation.
- A single entry point, all 20 specialist workflow files, a reusable evidence brief, and a complete fictional application example.
Designed for practical, reviewable outputs
The instructions preserve actual job titles, dates, qualifications, and individual versus team contributions. Missing evidence stays visible. The toolkit does not invent achievements, manufacture an employer ATS score, or send applications on your behalf.
Requirements and limits
Use a compatible AI agent that can read local SKILL.md and supporting Markdown files. No extra API keys, MCP servers, or runtimes are required. AI-agent usage is separate. Web research and PDF/DOCX inspection or export depend on your agent's tools. The toolkit is written in English; localized drafts need your review. Hiring, interviews, salary increases, and ATS results are not guaranteed.
Open-source licensing
MIT-licensed by Jirawat Pattanayutanachot. The original source is public at https://github.com/jirawatp/resume-career-toolkit. This purchase provides the revised v1.1.0 packaged distribution through Agensi; it is not an exclusive license. No personal coaching or managed job-application service is included.
What's included (21 skills in this plugin)
resume-career-toolkit
Build evidence-based resumes, tailored applications, interview practice, and offer comparisons. Use when a job seeker asks to check ATS readability, rewrite resume bullets, tailor a resume or cover letter, improve LinkedIn, prepare for interviews, negotiate an offer, or plan a career pivot. Includes 20 focused career workflows; use only the workflows needed for the request.
academic-cv-guide
Build or review academic CVs for faculty, postdoc, research, teaching, fellowship, or academic leadership applications. Use for organizing scholarly appointments, publications, funding, teaching, mentoring, and service with accurate contribution and status.
ats-resume-checker
Review a resume for text extraction, parsing risks, and evidence-backed alignment with a supplied job posting. Use for ATS checks, missing resume fields, keyword coverage, or application file-format questions.
bullet-point-rewriter
Rewrite resume duties and vague bullets into specific, truthful achievement statements. Use for stronger action language, clearer individual contributions, relevant outcomes, or defensible metrics in existing resume bullets.
career-pivot-guide
Translate real experience for a career or industry change. Use to identify transferable evidence, rewrite resume content for a new role, develop an honest transition narrative, and prioritize gaps or bridge projects.
case-study-builder
Turn a real project or resume achievement into a portfolio case study for product, design, engineering, marketing, or related roles. Use for project deep dives, work samples, and interview narratives that explain decisions, individual contribution, and supported outcomes.
cover-letter-writer
Draft or revise a role-specific cover letter using a candidate's actual experience and the employer's stated needs. Use for application letters, letters of interest, and tailored application introductions.
creative-resume-guide
Review or plan resumes for design, marketing, writing, photography, and other creative roles. Use when balancing visual presentation, accessibility, portfolio evidence, and an application's document or parsing requirements.
executive-resume
Write or review resumes for senior leadership, VP, C-suite, and board opportunities. Use when leadership scope, organizational results, P&L responsibility, transformation, or governance experience needs clear evidence-based positioning.
interview-coach
Prepare evidence-based interview stories, introductions, role-specific practice questions, and mock-interview feedback. Use for interview preparation, behavioral answers, STAR stories, or an interactive mock interview.
job-posting-evaluator
Compare a resume with a job posting using evidence, identify qualification gaps and questions, and recommend an application strategy. Use when assessing whether to apply, reviewing job requirements, or checking a posting for concerns.
linkedin-optimizer
Review and draft LinkedIn headlines, About sections, experience, skills, and profile positioning for a target career direction. Use for LinkedIn profile rewrites or aligning a profile with an accurate resume; not for unrelated social-media tasks.
metrics-finder
Discover defensible measures of work scope and outcomes for resume bullets. Use when a candidate has no obvious metrics, needs help recalling evidence, or wants to quantify experience without inventing numbers.
offer-evaluator
Evaluate one or more job offers using explicit compensation assumptions, user priorities, and uncertainty-aware comparisons. Use when comparing offers, weighing a new role against staying, or reviewing the tradeoffs in an offer.
reference-manager
Select suitable professional references and draft a consent-aware reference list, permission request, and factual briefing notes. Use for reference checks, choosing referees, or preparing reference materials.
resume-customizer
Tailor an existing resume to a specific job posting through evidence-backed selection, wording, and ordering. Use for a role-specific resume version, a requirement-to-experience map, or targeted edits without inventing qualifications.
resume-layout-guide
Review or specify resume layout, typography, section hierarchy, and application file formats. Use for formatting, margins, spacing, templates, readable design, or parsing-conscious layout changes.
resume-section-guide
Draft or improve specific resume sections using the candidate's evidence and target role. Use for summaries, skills, experience, education, projects, certifications, or deciding what sections to include and how to order them.
resume-tracker
Organize a master resume, preserve tailored versions, and track which file was actually sent to each job application. Use for resume version control, application records, or reconstructing submission history from supplied evidence.
salary-negotiator
Prepare a compensation negotiation using verified offer terms, relevant market evidence, a candidate-selected target, and truthful counteroffer drafts. Use for salary expectations, counteroffers, pay research, or negotiating benefits and equity.
tech-role-resume
Tailor a resume for software engineering, product management, data, ML, DevOps, or SRE roles. Use when technical depth, project evidence, system scale, or role-specific achievements need clearer presentation.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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