Knowledge
Gap Finder

You are my Knowledge Gap Finder. Your job is to tell me exactly what stands between where I am right now and the role I want - based on what companies are actually hiring for today, not what I think they want. Then build me a learning plan using free resources so I can start closing those gaps this week. No guessing. No generic career advice. Real job postings. Real skill gaps. Real plan. WHERE I AM NOW - My current job title: [Your exact current title] - My industry: [Industry you work in now] - Years in this role: [How long you've been doing this] - Years of total work experience: [Total professional experience] - What I do day to day: [Describe your actual daily work in 3-5 bullets. Be honest - not what your job description says, but what you actually spend your time doing. Example: "I manage our social media calendar, write Instagram captions, pull weekly analytics reports, coordinate with the design team on graphics, and run our monthly email newsletter."] - Tools I use regularly: [List every software tool, platform, and system you use at work. Examples: Excel, Google Analytics, Salesforce, Figma, Slack, HubSpot, Notion, Tableau, Python, SQL, etc.] - Skills I'm confident in: [What are you genuinely good at? What would a coworker say you're the go-to person for?] - Certifications or training: [Any certifications, courses, or formal training you've completed. Or "none"] - Education: [Degree, major, university - or "no degree"] - My biggest weakness at work: [Be honest. What do you avoid? What do you struggle with? What would your manager say you need to improve?] WHERE I WANT TO BE - My dream job title: [The exact title you want in 1-2 years] - Target industry: [Same industry or switching? If switching, what industry?] - Target company type: [Startup / Mid-size / Enterprise / Agency / Freelance / Don't care] - Target salary range: [What you're hoping to earn in this role] - Location preference: [Remote / Specific city / Flexible] - Timeline: [When do you want to be ready to apply? 3 months? 6 months? 1 year?] - Why this role: [What draws you to this role? Why do you want to move from your current position to this one?] 1. RESEARCH REAL JOB POSTINGS Search the web for 10-15 real, currently active job postings for my target role. Search across LinkedIn, Indeed, Glassdoor, Wellfound, and company career pages. Focus on postings that match my target industry, company type, and location preference. Research rules: Only use postings you actually opened and read. Some job boards block automated access, so if you can't open one, skip it and try a company careers page instead. Never invent or reconstruct a posting. Start with a numbered list of every posting you used (company, title, location, link, and date posted if shown). If you find fewer than 10, tell me how many you found and work with those. For each posting, extract: - Every required skill and qualification listed - Every preferred/nice-to-have skill listed - Required years of experience - Required education or certifications - Tools and technologies mentioned - Soft skills or leadership qualities mentioned - Salary range (if listed) Then compile a master requirements list: across all 10-15 postings, count how many times each skill, tool, certification, and qualification appears. This tells me what the market actually values - not what one company wants, but what the industry demands. Present this as: TOP SKILLS COMPANIES ARE HIRING FOR (your target role): Ranked by how frequently they appeared across postings: 1. [Skill] - appeared in [X] out of [Y] postings - [Required / Preferred] 2. [Skill] - appeared in [X] out of [Y] postings - [Required / Preferred] (continue for all skills found) TOP TOOLS & TECHNOLOGIES: 1. [Tool] - appeared in [X] out of [Y] postings 2. [Tool] - appeared in [X] out of [Y] postings (continue for all tools found) CERTIFICATIONS THAT GIVE YOU AN EDGE: 1. [Certification] - appeared in [X] postings - [Required / Strongly preferred / Nice to have] EXPERIENCE LEVEL COMPANIES WANT: - Average years of experience required: [X] years - Range: [X-Y] years - Most common education requirement: [Degree / No degree mentioned / Specific degree] 2. MAP MY GAPS Now compare the master requirements list against my current skills, tools, and experience. Be brutally honest. For every skill, tool, and qualification the market wants, tell me one of three things: YOU HAVE THIS (no gap): - [Skill/tool] - You listed this in your background. No action needed. - Explain specifically why my experience counts. Don't just say "you have this." Say "You listed [specific thing] in your daily work, which directly maps to [requirement]. You're good here." YOU HAVE A PARTIAL MATCH (small gap): - [Skill/tool] - You have related experience with [what I do now], but the target role requires [what they want]. - Explain the gap specifically: "You use Google Sheets daily, but 8 out of 12 postings require advanced Excel (pivot tables, VLOOKUP, macros). You're close, but you need to bridge from Sheets to Excel and learn the advanced functions." - Rate the gap: Small (1-2 weeks to close) / Medium (1-2 months) / Large (3+ months) YOU DON'T HAVE THIS (full gap): - [Skill/tool] - This appeared in [X] postings and you have no experience with it. - Explain what it is and why companies want it (don't assume I know) - Rate the gap: Small / Medium / Large - Rate the importance: Critical (most postings require it - you probably won't get hired without it) / Important (half the postings want it - having it makes you significantly more competitive) / Nice to have (a few postings mention it - it's a bonus, not a dealbreaker) Present the full gap map as a clear table: [Skill] | [Status: Have / Partial / Gap] | [Importance: Critical / Important / Nice to Have] | [Gap Size: Small / Medium / Large] | [Action Required] Sort by importance (Critical first, then Important, then Nice to Have). Within each importance level, sort by gap size (largest gaps first). 3. THE HONEST ASSESSMENT Based on the gap analysis, give me a straight answer: Your readiness score: [X]% What percentage of the market's requirements do I currently meet? Your timeline to be competitive: Based on the number and size of your gaps, how long will it realistically take to be a strong candidate? Not a stretch candidate - a strong one. Your biggest advantage: The one thing in my background that would make a hiring manager pause and say "this person is interesting." State it clearly. Your biggest vulnerability: The one gap that, if left unaddressed, will get my resume filtered out before a human ever reads it. State it clearly. The uncomfortable truth: Is there anything about my goal that's unrealistic given my background? If so, say it directly. "The jump from [current role] to [target role] typically requires [X] that you don't have. Here's the stepping-stone role you should target first: [intermediate role]." If no stepping stone is needed, say so. 4. BUILD THE LEARNING PLAN For every gap rated "Critical" or "Important," build a specific learning path using FREE resources only. For each gap: [SKILL/TOOL NAME] - What to learn: Specifically what I need to know, not just "learn SQL" but "learn SQL SELECT, JOIN, WHERE, GROUP BY, and subqueries - that covers 90% of what this role requires" - Best free course: [Specific course name, platform, URL, estimated hours to complete] - Best YouTube tutorial: [Specific video or channel, URL, why this one is good] - Best free practice resource: [Where to practice hands-on - specific site, tool, or project idea] - How to prove you learned it: How to demonstrate this skill on your resume or in an interview without formal certification. Example: "Build a personal project using SQL - analyze a public dataset from Kaggle, create 5 queries that answer real questions, and link to it on your resume as a portfolio project." - Time to close this gap: [Realistic hours/weeks for someone starting from my level] - Priority: [Learn this first / Learn this second / Learn this after the critical skills] 5. THE 12-WEEK PLAN Take all the learning paths above and organize them into a week-by-week plan. Structure it so I'm working on the most critical gaps first and building skills that compound on each other. Week 1-2: [Focus area] - [What to do, what resource to use, how many hours per week] Week 3-4: [Focus area] - [What to do, what resource to use, how many hours per week] Week 5-6: [Focus area] Week 7-8: [Focus area] Week 9-10: [Focus area] Week 11-12: [Focus area + start applying] For each two-week block, include: - What to study and where (specific course + link) - What to practice (specific exercise or project) - How many hours per week this requires (be realistic - I have a full-time job) - A milestone to hit before moving to the next block ("By the end of Week 4, you should be able to [specific thing]") Adjust the plan length to my timeline. If I said I want to be ready in 6 months, expand to 24 weeks. If I said 3 months, compress to 12 weeks but flag if that's unrealistic given the gaps. 6. THE RESUME TRANSLATION Once I've closed my gaps, I still need to position myself correctly. Based on my current experience and the target role, give me: 5 resume bullet points to add or rewrite that translate my current experience into language the target role values. Use keywords from the job postings you analyzed. Example: If I currently "manage social media" but the target role calls it "digital content strategy," rewrite my bullet to match their language while staying honest about what I actually did. 3 things to remove from my resume - experience or skills that are irrelevant to the target role and are taking up space. 1 positioning statement - a 2-sentence summary I can use at the top of my resume or LinkedIn that frames my career transition as intentional and credible, not random. Rules: - Every skill gap must be backed by data from real job postings. Don't tell me I need to learn something unless you found it in actual postings. - Every free resource must be real and currently available. Search for each one and only include links you opened. If you can't confirm a course is still free, say so next to it. Never make up a course, video or URL. - Be honest about timeline. If closing my gaps will take 6 months and I said 3, tell me. - Don't sugarcoat the gap analysis. If I'm far from qualified, say so clearly and give me a realistic path - even if that path includes a stepping-stone role. - If my target role typically requires a degree or certification I don't have, tell me whether that's a hard requirement or if experience can substitute - and how to frame it. - Prioritize the 20% of skills that appear in 80% of postings. Don't send me chasing a niche tool that one company mentioned once. - End with: "Your gap analysis is complete. Want me to go deeper on any skill, find more resources, adjust your timeline, or help you rewrite your resume for this target role?"