Career Document Architect logo

Career Document Architect

Community
Barrios88
career-document-architect

Use when writing or reviewing career documents including research statements, teaching statements, diversity statements, CVs, or biosketches. Invoke when user mentions research statement, teaching philosophy, diversity statement, biosketch, academic CV, faculty application, or needs help with career narrative, positioning, or professional documents for academic advancement.

Overview

PublisherBarrios88
Repositorybarrios-skills
Skill namecareer-document-architect
Stars
64
Forks
30
Bundled files
3
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by Barrios88 on GitHub. Read the source before you install it.

Installation

Install the Career Document Architect AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Barrios88/barrios-skills/tree/main/skills/optional/career-and-grants/career-document-architect
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Barrios88/barrios-skills.git /tmp/barrios-skills
mkdir -p .claude/skills
cp -r /tmp/barrios-skills/skills/optional/career-and-grants/career-document-architect .claude/skills/career-document-architect
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Career Document Architect in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Career Document Architect on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Career Document Architect is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Career Document Architect

Table of Contents

Purpose

This skill guides the creation of career documents for academic advancement including research statements, teaching statements, diversity statements, CVs, and biosketches. These documents require strategic positioning, narrative coherence, and alignment with institutional expectations while authentically representing the candidate's contributions and vision.

When to Use

Use this skill when:

  • Faculty applications: Research, teaching, and diversity statements
  • Fellowship applications: Research statements for postdoc fellowships
  • Promotion packages: Career narratives for tenure or advancement
  • Award applications: Statements for career awards
  • CV/Biosketch preparation: Formatting and content optimization
  • Career pivots: Repositioning narrative for new directions

Trigger phrases: "research statement", "teaching statement", "teaching philosophy", "diversity statement", "biosketch", "academic CV", "faculty application", "career narrative"

Do NOT use for:

  • Grant proposals (use grant-proposal-assistant)
  • Recommendation letters (use academic-letter-architect)
  • Manuscript writing (use scientific-manuscript-review)

Core Principles

1. Vision + Track Record: Show where you're going AND what you've accomplished

2. Coherent Narrative: All pieces should tell a unified story

3. Audience Awareness: Tailor depth and framing to readers

4. Evidence-Based Claims: Support assertions with specifics

5. Future-Oriented: Emphasize trajectory and potential

6. Authentic Voice: Represent yourself genuinely

Workflow

Copy this checklist and track your progress:

Career Document Progress:
- [ ] Step 1: Identify document type and audience
- [ ] Step 2: Gather raw materials (CV, accomplishments)
- [ ] Step 3: Develop core narrative thread
- [ ] Step 4: Draft document using appropriate framework
- [ ] Step 5: Add evidence and specifics
- [ ] Step 6: Align with institutional expectations
- [ ] Step 7: Polish and format

Step 1: Identify Type and Audience

Determine document type (research/teaching/diversity statement, CV, biosketch). Identify audience (search committee, review panel). Note any specific requirements (page limits, format specifications). See resources/methodology.md for audience considerations.

Step 2: Gather Raw Materials

Compile: Current CV, publications, grants, teaching evaluations, mentorship record, outreach activities, preliminary data, future plans. See resources/methodology.md for comprehensive list.

Step 3: Develop Core Narrative

Identify the through-line connecting your work. What question drives you? What impact do you seek? How does past work connect to future plans? See resources/methodology.md for narrative construction.

Step 4: Draft Using Framework

Select appropriate framework for document type. Follow structure that matches institutional norms. See Document Frameworks for each type.

Step 5: Add Evidence and Specifics

Replace generic claims with specific accomplishments. Quantify where possible (papers, citations, students mentored). Add concrete examples for abstract claims.

Step 6: Align with Institution

Research institution's priorities. Emphasize fit without fabricating. Address how you contribute to their mission. See resources/methodology.md for alignment strategies.

Step 7: Polish and Format

Check length constraints. Ensure consistent formatting. Proofread carefully. Validate using resources/evaluators/rubric_career_document.json. Minimum standard: Average score ≥ 3.5.

Document Frameworks

Research Statement

Purpose: Articulate research vision, demonstrate independence, show future potential

Length: Typically 2-5 pages (check requirements)

Structure:

OPENING (1 paragraph)
- Hook: Compelling statement of your research focus
- Big picture: Why this matters to the field/society
- Your role: How you contribute to addressing this

PAST RESEARCH (1-2 pages)
- Organize by themes, not chronology
- Highlight key contributions with impact
- Show how past work builds foundation for future
- Include quantifiable outcomes (papers, citations, methods)

CURRENT RESEARCH (0.5-1 page)
- Ongoing projects and preliminary results
- Bridge between past and future
- Show productivity and momentum

FUTURE DIRECTIONS (1-2 pages)
- 2-3 specific research directions
- For each: Why important? What's the approach? What's expected impact?
- Show independence and creativity
- Connect to fundable questions (NIH/NSF relevance)

CLOSING (1 paragraph)
- Synthesis: How pieces fit together
- Why this institution/department
- Broader impact statement

Teaching Statement

Purpose: Articulate teaching philosophy and demonstrate effectiveness

Length: Typically 1-2 pages

Structure:

PHILOSOPHY (1-2 paragraphs)
- Core beliefs about teaching/learning
- What makes your approach distinctive
- Grounded in evidence or experience

EVIDENCE OF EFFECTIVENESS (1-2 paragraphs)
- Courses taught with enrollments
- Teaching evaluations (quote specific feedback)
- Student outcomes (publications, placements)
- Innovations introduced

METHODS AND APPROACHES (1-2 paragraphs)
- Specific techniques you use
- Active learning strategies
- Assessment approaches
- Technology integration

MENTORSHIP (1 paragraph)
- Undergraduate/graduate mentoring
- Student achievements
- Mentoring philosophy

FUTURE TEACHING (1 paragraph)
- Courses you could teach
- New courses you'd develop
- Curricular contributions

Diversity Statement

Purpose: Demonstrate commitment to diversity, equity, and inclusion

Length: Typically 1-2 pages

Structure:

INTRODUCTION (1 paragraph)
- Your understanding of DEI in academia
- Why it matters to you
- Preview of your contributions

PAST ACTIONS (1-2 paragraphs)
- Specific activities promoting DEI
- Mentoring underrepresented students
- Curriculum development
- Outreach activities
- Quantify impact where possible

PERSONAL CONTEXT (optional, 1 paragraph)
- Your own background if relevant
- Experiences informing your commitment
- Only include if comfortable and genuine

FUTURE PLANS (1 paragraph)
- How you'll contribute at this institution
- Specific programs or initiatives
- Connection to institutional DEI priorities

CLOSING
- Synthesis of commitment
- Why this matters for your field

CV Format (Academic)

Standard Sections:

CONTACT INFORMATION
EDUCATION
- Degrees in reverse chronological order
- Institution, degree, year, advisor (for PhD)

POSITIONS
- Academic appointments
- Industry positions (if relevant)

PUBLICATIONS
- Peer-reviewed (mark * for corresponding author)
- Preprints
- Reviews/Book chapters

GRANTS AND FUNDING
- Current and past funding
- Role (PI, Co-PI, etc.)
- Amount and duration

HONORS AND AWARDS

PRESENTATIONS
- Invited talks
- Conference presentations

TEACHING
- Courses taught
- Mentoring record

SERVICE
- Editorial boards
- Review panels
- Committee work

PROFESSIONAL MEMBERSHIPS

NIH Biosketch

Length: 5 pages maximum

Sections:

A. PERSONAL STATEMENT (0.5 page)
- Why you're well-suited for this project
- Relevant experience and expertise
- Key accomplishments that qualify you
- Up to 4 publications supporting this statement

B. POSITIONS, SCIENTIFIC APPOINTMENTS, AND HONORS

C. CONTRIBUTIONS TO SCIENCE (up to 5 contributions, 0.5 page each)
- Contribution 1:
  - Description of contribution (1 paragraph)
  - Your specific role
  - Impact on field
  - Up to 4 publications supporting this contribution
- [Repeat for each contribution]

D. RESEARCH SUPPORT
- Current (with role, title, dates, description)
- Completed (last 3 years)

Writing Strategies

The "So What?" Test

For every claim, ask "so what?" If you can't answer, the claim needs more:

ClaimSo What?Improved
"I published 10 papers"Impact?"My 10 papers have been cited 500 times, including 3 that established new methods in the field"
"I'm passionate about teaching"Evidence?"My passion for teaching is reflected in consistent evaluation scores above 4.5/5 and 5 undergraduates who went to PhD programs"
"I'm committed to diversity"What have you done?"I co-founded a mentoring program that has supported 20 students from underrepresented groups"

Showing vs. Telling

Telling (Weak)Showing (Strong)
"I am a productive researcher""I have published 15 peer-reviewed articles including 3 in high-impact journals"
"I am an effective teacher""Student evaluations average 4.7/5.0 with comments highlighting my use of active learning"
"I am committed to mentoring""I have mentored 8 undergraduates, 5 of whom are now in PhD programs"

Future Vision Formula

For each future direction:

  1. The Question: What will you investigate?
  2. The Importance: Why does this matter?
  3. The Approach: How will you do it?
  4. The Expected Impact: What changes if successful?

Guardrails

Critical requirements:

  1. Truthful: Never fabricate or exaggerate
  2. Evidence-based: Claims supported by specifics
  3. Audience-appropriate: Match depth to readers
  4. Forward-looking: Emphasize trajectory and vision
  5. Coherent narrative: All pieces connect
  6. Compliant: Follow format and length requirements

Common pitfalls:

  • ❌ Laundry lists: Lists without narrative
  • ❌ Vague claims: "I am passionate about..." without evidence
  • ❌ Missing future: All past, no vision
  • ❌ Generic fit: Same statement for every application
  • ❌ Too long: Ignoring page limits
  • ❌ Missing impact: What you did without why it matters

Quick Reference

Key resources:

Typical lengths:

DocumentTypical Length
Research Statement2-5 pages
Teaching Statement1-2 pages
Diversity Statement1-2 pages
NIH Biosketch5 pages max

Time estimates:

  • Research statement (from scratch): 2-4 weeks
  • Research statement (revision): 1-2 days
  • Teaching statement: 1-2 days
  • Diversity statement: 1-2 days
  • CV update: 1-2 hours
  • Biosketch: 2-4 hours

Inputs required:

  • Current CV
  • Job/fellowship description
  • Institutional priorities (if known)
  • Specific accomplishments to highlight

Outputs produced:

  • Polished career document
  • Commentary on structure and positioning

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Career Document Architect AI skill do?

Use when writing or reviewing career documents including research statements, teaching statements, diversity statements, CVs, or biosketches. Invoke when user mentions research statement, teaching philosophy, diversity statement, biosketch, academic CV, faculty application, or needs help with career narrative, positioning, or professional documents for academic advancement.

Why use Career Document Architect on TypingMind?

Because you install it once and use it with any model. Career Document Architect is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Career Document Architect in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Barrios88/barrios-skills/tree/main/skills/optional/career-and-grants/career-document-architect. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Career Document Architect?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Career Document Architect?

As many as you like. As long as a model supports skills, you can use Career Document Architect with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Career Document Architect AI skill free?

Yes. It is published on GitHub by Barrios88 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇