agentsclimarketplace

Alterlab academic career

Skill AlterLab-IEU/AlterLab-Academic-Skills/skills/writing-tools/alterlab-academic-career

239 evaluated academic Claude/agent skills across 17 research domains (bioinformatics, data science, clinical, social-science methods, Turkish academia & more). Executable eval per skill, deterministic citation verifier, research→write→review→publish pipeline, and a skill-finder front door. Claude Code, Cursor, Codex, Gemini CLI & Copilot.

Install
npx -y skills add AlterLab-IEU/AlterLab-Academic-Skills --skill alterlab-academic-career

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

What its author says it does

Copied from the file, not written here

Prepares academic career documents and professional-development materials for faculty and researchers. Use when drafting academic CVs, research statements, teaching philosophies, diversity statements, faculty-position cover letters, tenure dossiers, promotion narratives, academic portfolios, or mentorship statements, and when planning conference-networking strategy, building academic web presence, setting up ORCID profiles, or understanding impact metrics. Part of the AlterLab Academic Skills suite.

The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

20.8 KB, as published. Nobody here has run it

Academic Career Documents and Professional Development

Overview

Academic career advancement depends on a portfolio of carefully crafted documents that communicate scholarly identity, research vision, teaching effectiveness, and service commitment. Unlike industry resumes that emphasize brevity and skills keywords, academic career documents are comprehensive narratives that position a scholar within their discipline, articulate the significance of their contributions, and demonstrate alignment with institutional missions. This skill covers the full lifecycle of academic career documents — from the first job application through tenure and promotion — along with professional development strategies for building visibility, networks, and impact.

The academic job market operates on distinct norms: CVs can be 20+ pages, statements are read by committees with diverse disciplinary expertise, and evaluation criteria vary dramatically across institution types (R1, SLAC, community college, professional school). Mastering these documents is not about self-promotion but about clearly communicating the significance, trajectory, and potential of your scholarly work.

This skill covers personal career documents — the narratives a scholar writes about themselves. For adjacent tasks, defer to the right sibling: substantive grant content (Specific Aims, significance/innovation/approach) → alterlab-research-grants; venue LaTeX classes and page-limit/formatting rules → alterlab-venue-templates; full manuscript drafting → alterlab-scientific-writing.

Core Capabilities

1. The Academic Curriculum Vitae (CV)

The academic CV is a comprehensive record of scholarly activity, fundamentally different from an industry resume.

Academic CV vs. Industry Resume:

| Dimension       | Academic CV                    | Industry Resume             |
|-----------------|--------------------------------|-----------------------------|
| Length          | No limit (5-30+ pages)         | 1-2 pages                   |
| Content         | Comprehensive record           | Curated highlights          |
| Education       | Detailed with advisors         | Degrees only                |
| Publications    | Complete list, categorized     | Rarely included             |
| Presentations   | All listed                     | Rarely included             |
| Grants          | Full details with amounts      | Rarely included             |
| Service         | Committees, reviews, boards    | Brief or omitted            |
| Format          | Dense, text-heavy              | Design-forward, scannable   |
| Updates         | Every time you add an entry    | Per application             |

CV Section Order and Content

The standard academic CV runs twelve sections in a conventional order: Header, Education, Academic Appointments, Publications (categorized), Grants and Funding, Awards and Honors, Invited Talks and Presentations, Teaching Experience, Mentoring and Advising, Service, Professional Memberships, and optional Skills and Training. Each carries specific content and formatting conventions (e.g., bold your name in author lists, mark student co-authors, note funding role and amount).

Full section-by-section blueprint with per-section content rules and worked examples: see references/cv_structure.md.

CV Tailoring by Position Type

Research-Intensive (R1) University:
  Priority order: Publications → Grants → Research Statement → Teaching
  Emphasize: Publication record, funding trajectory, research impact
  De-emphasize: Teaching volume (quality matters more than quantity)

Primarily Undergraduate Institution (PUI/SLAC):
  Priority order: Teaching → Student Mentoring → Scholarship → Service
  Emphasize: Teaching philosophy, course development, undergraduate research mentoring
  De-emphasize: Grant amounts (show scholarly activity, not funding totals)

Teaching-Focused / Community College:
  Priority order: Teaching → Service → Professional Development
  Emphasize: Courses taught, pedagogical training, student outcomes
  De-emphasize: Publication count (relevant publications still matter)

Professional School (Med, Law, Business):
  Priority order: Practice experience → Research → Teaching → Service
  Emphasize: Professional experience, applied research, clinical work
  Include: Licensures, certifications, professional appointments

2. Research Statement

The research statement (1-3 pages typically) articulates your research program's past accomplishments, current projects, and future vision.

## Research Statement Structure

### Opening Paragraph: The Big Picture
- State your overarching research question or program in one sentence
- Explain why this matters (significance to field and/or society)
- Preview the key threads of your research program
- Hook the non-specialist reader

### Body: Research Threads (2-4 threads)
For each thread:
  1. Motivating question or problem
  2. Your approach or innovation
  3. Key findings (cite 2-3 of your publications)
  4. Significance and contribution to the field
  5. Connection to other threads (show coherence)

### Current and Ongoing Work
- What you are working on right now
- Preliminary findings or expected outcomes
- Funding status (funded, under review, planned)

### Future Directions (Critical Section)
- Where your research is going in the next 3-5 years
- Specific projects you plan to pursue
- How these build on your track record
- What resources you need (equipment, collaborators, students)
- How this aligns with the hiring department's strengths

### Broader Impacts
- Interdisciplinary connections
- Societal relevance
- Student training opportunities
- Potential for external funding

Key principles for research statements:

DO:
  ✓ Write for an educated non-specialist (search committees are diverse)
  ✓ Use clear topic sentences — skimming should convey your program
  ✓ Show a coherent arc, not a list of disconnected projects
  ✓ Quantify impact where possible (citations, adoptions, downloads)
  ✓ Name specific funding agencies you plan to target
  ✓ Connect your future work to the department you are applying to
  ✓ Demonstrate independence from your advisor/postdoc mentor

DON'T:
  ✗ List every paper — select the most impactful
  ✗ Use dense jargon without explanation
  ✗ Be vague about future plans ("I hope to continue my work...")
  ✗ Ignore the institution type (R1 wants fundability; SLAC wants student involvement)
  ✗ Exceed the page limit
  ✗ Forget to proofread (errors signal carelessness)

3. Teaching Philosophy Statement

## Teaching Philosophy Structure (1-2 pages)

### Opening: Your Core Teaching Belief
- State your pedagogical values in a clear thesis
- Ground in your discipline and experience
- Example: "I believe that learning statistics is fundamentally about
  developing critical thinking, not memorizing formulas. My teaching
  centers on authentic data analysis experiences that build students'
  confidence as independent investigators."

### Principles and Practices (2-3 principles)
For each principle:
  1. State the principle
  2. Explain why it matters (connect to learning science if possible)
  3. Give a SPECIFIC example from your teaching
  4. Describe the outcome or evidence of effectiveness

  Example:
  "Active Learning Through Real Data"
  I structure each class session around a genuine research question
  with real data. In my Intro Statistics course, students analyzed
  local public health data from the county health department. This
  approach increased exam performance by 12% compared to the previous
  lecture-based format, and student evaluations of the course rose
  from 3.8 to 4.5 out of 5.

### Inclusive Teaching
- How you create an equitable learning environment
- Specific strategies (Universal Design for Learning, culturally
  responsive pedagogy, multiple assessment modes)
- Evidence of impact (disaggregated evaluations, DFW rates, etc.)

### Assessment and Evidence
- How you assess student learning (beyond exams)
- Evidence that your approach works
- Teaching awards, evaluation data, student feedback quotes

### Growth and Future Goals
- How your teaching has evolved
- What you want to try next
- Professional development in pedagogy
- Courses you would like to develop

4. Diversity Statement

Check whether the document is requested first. Required DEI/diversity statements in faculty hiring have been rolled back or banned at many U.S. institutions since 2024-2025 (driven by state legislation and federal pressure). Some institutions still request them, some have dropped them, and some have replaced them with a "contributions to a diverse community" or pedagogy/mentoring prompt. Read the job ad: write the statement only if asked, and address whatever framing the ad actually specifies rather than assuming a standalone DEI statement. The structure below applies wherever such a statement is requested.

## Diversity, Equity, and Inclusion Statement (1-2 pages)

### Framework
Address three dimensions:
  1. Your understanding of diversity and its importance in academia
  2. Your track record of actions (not just beliefs)
  3. Your future plans for advancing equity and inclusion

### Structure

Opening: Personal and Scholarly Context
  - Your relationship to diversity (be authentic, not performative)
  - How diversity connects to your intellectual work
  - Avoid: trauma narratives (unless you choose to share),
    savior language, treating diversity as a problem to solve

Research Contributions:
  - How your research addresses inequity or includes diverse perspectives
  - Inclusive research practices (community engagement, diverse samples)
  - Mentoring scholars from underrepresented groups

Teaching Contributions:
  - Inclusive pedagogy practices (specific examples)
  - Curriculum diversification efforts
  - Supporting students from marginalized backgrounds
  - Accessibility accommodations and Universal Design

Service and Institutional Contributions:
  - Committee work related to DEI
  - Community partnerships
  - Mentoring and pipeline programs
  - Professional development in DEI

Future Plans:
  - Specific, actionable goals (not vague aspirations)
  - How you would contribute to the hiring institution's DEI efforts
  - Programs you would develop or expand

5. Academic Cover Letter

## Academic Cover Letter Structure (1-2 pages)

### Paragraph 1: Introduction
- Position you are applying for (with reference number if applicable)
- Where you saw the advertisement
- Your current position and institution
- One-sentence summary of why you are a strong fit

### Paragraph 2: Research
- Concise summary of your research program
- 2-3 key accomplishments (publications, grants, impact)
- How your research aligns with the department
- Name specific faculty you could collaborate with (carefully)

### Paragraph 3: Teaching
- Teaching experience and philosophy in brief
- Courses you can teach from the ad
- New courses you could develop
- Evidence of teaching effectiveness

### Paragraph 4: Service and Fit (if space)
- Institutional service contributions
- DEI commitments
- Why this specific institution excites you (be genuine and specific)

### Closing Paragraph
- Materials enclosed/attached
- Availability for interview
- Contact information
- Thank the committee

### Tailoring Checklist
□ Department name is correct (triple-check after copy-pasting)
□ Position title matches the advertisement exactly
□ Specific courses from the ad are mentioned
□ Research alignment with department strengths is explicit
□ Institution type is matched (R1 emphasize research; SLAC emphasize teaching)
□ Named faculty are actually still at the institution
□ Page limit is respected
□ All requested materials are referenced

6. Tenure and Promotion Dossier

## Tenure Dossier Components

### 1. Personal Statement / Candidate's Narrative (3-10 pages)
  Structure:
  - Research accomplishments and trajectory
  - Teaching effectiveness and evolution
  - Service contributions
  - Integration of research, teaching, and service
  - Future vision

  Tone: Confident, evidence-based, reflective (not defensive or boastful)

### 2. CV (updated, comprehensive)

### 3. External Review Letters (solicited by department)
  - You may suggest names (and names to exclude)
  - Choose reviewers who:
    ● Know your subfield but are not collaborators
    ● Are at peer or aspirational institutions
    ● Are themselves tenured (ideally full professors)
    ● Represent the breadth of your work

### 4. Teaching Portfolio
  - Summary of courses taught
  - Student evaluation data (quantitative and qualitative)
  - Peer observation reports
  - Sample syllabi (especially for new courses)
  - Evidence of student mentoring outcomes
  - Teaching awards

### 5. Publications Portfolio
  - Copies of published work (or a selected subset)
  - Statements of contribution for multi-author work

### 6. Letters from Department Chair and Committees
  - Department vote
  - Chair's letter
  - College committee recommendation

7. Building an Academic Web Presence

A durable, institution-independent web presence is built from five components: a clean personal academic website (About, Research, Publications, Teaching, CV, Contact), a claimed Google Scholar profile, an ORCID iD wired to CrossRef/Scopus/Web of Science, academic social media (Twitter/X, LinkedIn, Mastodon, Bluesky), and a maintained institutional profile page. Prioritize what persists across career moves — your own site and ORCID — over pages you do not control.

8. Understanding Impact Metrics

Bibliometrics (h-index, i10-index, Journal Impact Factor, Altmetrics, Field-Weighted Citation Impact) each carry field- and career-stage biases and should be contextualized, never presented bare. Follow DORA-aligned framing: discuss the contribution, not the journal; compare only within subfield and career stage; and pair numbers with qualitative indicators such as invited talks, awards, and adoption of your work by others.

9. Conference Networking

Effective conference networking is planned across three phases — before (identify targets, email ahead, prepare an elevator pitch), during (attend talks, ask genuine questions, introduce yourself, take notes), and after (follow up within a week, connect, propose concrete next steps) — with structured-event tactics for introverts.

Full component checklists, metric definitions with strengths/weaknesses, and phase-by-phase networking scripts (including the introvert playbook): see references/professional_development.md.

10. Mentorship Statements

## Mentorship Statement Structure

### Philosophy
- Your approach to mentoring (developmental, cognitive apprenticeship,
  psychosocial support, or a combination)
- How mentoring connects to your values and career

### Track Record
- Number and diversity of mentees (graduate students, postdocs, undergrads)
- Outcomes: publications co-authored, grants secured, positions obtained
- Specific examples of mentoring impact (anonymized if needed)

### Approach and Methods
- Regular meeting structure (frequency, format)
- Individual development plans (IDPs) for each mentee
- Milestone planning (quals, proposal, defense timeline)
- Professional development support (conference attendance, networking,
  job market preparation)
- How you support mentees from underrepresented backgrounds

### Assessment and Growth
- How you solicit feedback from mentees
- How your mentoring has evolved over time
- Training you have completed (mentor training programs, workshops)

### Future Commitments
- Number of mentees you plan to support
- Specific initiatives for broadening participation
- Institutional mentoring contributions (peer mentoring programs, etc.)

Best Practices

  1. Start your CV now and update continuously — Add every publication, presentation, and service activity as it happens. Reconstructing a CV from memory is error-prone and stressful.

  2. Tailor every document to the institution — A research statement for an R1 should differ substantially from one for a liberal arts college. Read the job ad carefully and research the department.

  3. Show, don't tell — Instead of "I am an excellent teacher," write "My course redesign using team-based learning increased the pass rate from 68% to 89% while maintaining exam rigor."

  4. Get multiple readers — Have your research statement read by someone in your subfield (for accuracy), someone outside (for accessibility), and a mentor who has served on search committees (for strategy).

  5. Maintain a "brag document" — Keep a running file of accomplishments, compliments, impact stories, and metrics. Draw from this when writing statements.

  6. Separate identity from institution — Build a personal website and ORCID profile that persist across career moves. Do not rely solely on institutional pages.

  7. Track your impact beyond citations — Save emails from people who used your dataset, adopted your method, or built on your work. These narratives matter for tenure.

  8. Invest in professional development — Attend grant writing workshops, teaching certificate programs, and leadership training. Document everything in your CV.

  9. Build your network intentionally — Aim for a diverse network across career stages, institutions, and disciplines. Mentors, peers, and mentees all matter.

  10. Write the tenure narrative early — Do not wait until your sixth year. Draft the narrative in year three and update annually. This keeps you focused on your trajectory.

Common Pitfalls

  1. Using a resume format for an academic CV — Omitting publications, trimming to two pages, or including an "objective" statement signals unfamiliarity with academic norms.

  2. Generic statements — "I am passionate about research" or "I believe in diversity" without specific evidence. Every claim needs a concrete example.

  3. Not tailoring to the institution — Sending an R1-focused research statement to a teaching college, or vice versa. This is the single most common mistake on the academic job market.

  4. Inflating or misrepresenting — Listing papers as "under review" when they haven't been submitted, or claiming grant amounts that include indirect costs without noting this. Academic communities are small; misrepresentation is discovered.

  5. Ignoring the cover letter — The cover letter is often the first thing read. A generic or sloppy letter can sink an otherwise strong application.

  6. Neglecting your web presence — Search committees will Google you. An outdated or nonexistent web presence is a missed opportunity.

  7. Obsessing over metrics — h-index comparisons across fields or career stages are meaningless. Focus on the quality and impact narrative, not the numbers.

  8. Waiting until tenure to document teaching — If you don't collect evidence of teaching effectiveness early, you won't have it when you need it. Save evaluations, peer observations, and student outcomes every semester.

  9. Forgetting to acknowledge collaborators — In multi-author work, be clear about your specific contribution without diminishing others. Search committees want to understand your independent scholarly identity.

  10. Writing in isolation — Academic career documents benefit enormously from feedback. Join a writing group, find a mentor, or use your institution's career services for faculty.

References

  • Kelsky, K. (2015). The Professor Is In: The Essential Guide to Turning Your Ph.D. into a Job. Crown.
  • Vick, J. M., & Furlong, J. S. (2016). The Academic Job Search Handbook (5th ed.). University of Pennsylvania Press.
  • Kaplan, K. (2012). Writing a research plan. Nature, 491, 131-132.
  • Lang, J. M. (2010). Writing a statement of teaching philosophy. The Chronicle of Higher Education.
  • Matthew, P. A. (Ed.). (2016). Written/Unwritten: Diversity and the Hidden Truths of Tenure. UNC Press.
  • San Francisco Declaration on Research Assessment (DORA). https://sfdora.org/
  • National Center for Faculty Development & Diversity (NCFDD). https://www.ncfdd.org/

See also: references/career-templates.md

Part of the AlterLab Academic Skills suite.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.