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Under the hood

74 parts.
264 connections.

Most AI resume tools are one prompt behind a nice front end. This is a pipeline. Your Vault feeds the tailored resume. The tailored resume feeds the ATS boost. The boost feeds a fresh score. Approved bullets feed the Vault again, so the tenth application starts from better material than the first.

And 13 separate checks, written in ordinary code and covered by tests, verify what the AI hands back before any of it reaches a document with your name on it.

74
Components
264
Dependencies
30
AI actions
13
Code checks
raw_resume_textraw_resume_textwork_historywork_historyKey AccomplishmentsKey AccomplishmentsSkills & toolsSkills & toolsEducationEducationTarget rolesTarget rolesPreferred positionsPreferred positionsSnapshotsSnapshotsScore resultScore resultGap answersGap answersCompany researchCompany researchbuildCandidateBlockbuildCandidateBlockbuildTodayBlockbuildTodayBlockbuildAntiHallucinationBlockbuildAntiHallucinationBlockbuildScoreSignalsBlockbuildScoreSignalsBlockbuildGapAnswersBlockbuildGapAnswersBlockbuildCompanyBlockbuildCompanyBlockbuildAspirationsBlockbuildAspirationsBlockbuildJobContextBlockbuildJobContextBlockbuildKeyAccomplishmentsBlockbuildKeyAccomplishmentsBlockbuildJobPromptContextbuildJobPromptContextScoring weightsScoring weightsOutput shape rulesOutput shape rulesScore resumeScore resumeTailored resumeTailored resumeBoost ATSBoost ATSCover letterCover letterInterview prepInterview prepCompany researchCompany researchMaster resumeMaster resumeGap to bulletsGap to bulletsRework a sectionRework a sectionCarousel from postCarousel from postEmployment gapEmployment gapCareer planCareer planNext certificationNext certificationStrengthen bulletsStrengthen bulletsStrengthen accomplishmentsStrengthen accomplishmentsKey accomplishmentsKey accomplishmentsParse resumeParse resumeVault coachVault coachEnhance resumeEnhance resumeSuggest target rolesSuggest target rolesLinkedIn reviewLinkedIn reviewLinkedIn parseLinkedIn parseGenerate postsGenerate postsRecruiter reviewRecruiter reviewRefresh postRefresh postComment coachComment coachReply coachReply coachHumanizeHumanizeAnalyze jobAnalyze jobLinkedIn alignmentLinkedIn alignmentScore ceilingsScore ceilingsDegree checkDegree checkSeniority ladderSeniority ladderStructural blockersStructural blockersFact checkFact checkMarker strippingMarker strippingAnswerable questionsAnswerable questionsFail-closed deletionFail-closed deletionMerge reconciliationMerge reconciliationScore dimensionsScore dimensionsGap detectionGap detectionAlert engineAlert engineCompleteness gateCompleteness gateRequest lockRequest lockReserve before callReserve before callUsage logUsage logVault strengthVault strengthTailored resume .docxTailored resume .docxCover letterCover letterInterview prepInterview prepMaster resume .docxMaster resume .docx
Select any part

Every circle is a real piece of the product and every line is a real dependency. Tap one to see what it draws on and what depends on it. Circle size is simply how many connections a part has — nothing here is sized for effect.

What the circles are
  • Vault state
  • Shared context
  • AI action
  • Code control
  • Output
  • Spend & safety
What the lines mean
  • Feedsone part supplies another
  • Gatesmust run first
  • Checkscode verifying AI output
  • Returns homeapproved work rejoining your Vault

The AI judges. Code decides.

Whether your experience meets a requirement is a judgement call, and that is what the AI is for. What that judgement does to your score is arithmetic — so arithmetic is done in code, where it can be checked.

Screening risk, score limits, degree requirements, duplicate detection and anything that removes content are all computed, never left to a prompt.

Nothing gets invented

One shared rule set travels with every action that rewrites your history: no invented employers, titles, dates, degrees, certifications or clearances.

A separate check reads the finished document and flags anything the posting asked for that your Vault never contained — so a keyword cannot quietly become a claim.

Your Vault compounds

Follow the green lines back to the centre. Approved bullets, accomplishments and gap entries all return to one record, which regenerates the text every future action reads.

That is why the busiest cluster on this map is a record rather than a feature.

Built to help you know you’ve done everything possible.

Start with your best resume. Everything on this map runs from it.

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