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Job Application Workbench
Turn your resume and verified career evidence into a tailored application packet, with a review checklist and submission handoff.
$14.99
Job Application Workbench
Example session with this skill installed
Northline Systems — fictional application practice
Every company, candidate, role, contact, date, and metric in this fixture is invented. Reserved .invalid addresses are nonfunctional. This is not a real opportunity or career record. Use only these local files; no browsing, accounts, uploads, sending, or tracker mutations.
Read buyer-manifest.json, candidate-evidence.md, and tracker.csv in this fixture folder.
Supplied role copy
Northline Systems,
Lead Product Manager — Support Workflows, requisition
NL-410. Fictional official URL: https://careers.northline.example.invalid/roles/NL-410. The copy is dated October 10, 2026, for this simulation; it is not a live posting.
The role owns a B2B support-operations roadmap: improve first-value onboarding, make capacity and outcome tradeoffs visible, collaborate with engineering/design/operations, and coach product managers. Required: product-roadmap ownership, customer research, analytics, and people coaching. Preferred: direct budget/P&L responsibility and support-domain experience. Base salary USD 160,000–185,000; remote within the United States. Travel up to four times per year. AI-assisted resumes/letters are allowed in this fictional policy. One form response asks for the candidate's original unaided words and must be left to the candidate.
A second saved link is the same employer/title with
NL-409, https://careers.northline.example.invalid/roles/NL-409. The candidate supplied the tracker to resolve its prior state; do not treat a new discovery date as a new application.
Candidate request
Use the Job Application Workbench to prepare my Markdown resume and a short cover-letter draft for NL-410. Check NL-409 and NL-410 against the supplied tracker. Give me a source-linked claim ledger and internal gap note, then a final form-review checklist showing which fields still need me. Draft a short resume-send email to the fictional recruiter below, but do not send it. Recommend whether a follow-up to my existing NL-409 note is warranted. Do not claim that anything was submitted, sent, or written to the tracker. Use only this fictional packet.
Form and contact context
- The application asks legal/preferred name, email, phone/country, current and most recent employer, work authorization, sponsorship, salary expectation, optional self-identification, recruiting SMS, and marketing SMS. Candidate-supplied known/unknown values are in the manifest; do not infer missing ones.
- Skill catalog choices available in this simulation:
Product Management,Customer Research,Data Analysis,Budget Ownership,Clinical Analytics. - Certification catalog offers
Certified Product Leader; it does not offer the candidate's coursework title. No other credential evidence is supplied. - Candidate-original question: “In your own unaided words, describe a difficult decision you made under uncertainty.” Hand it to the candidate without drafting the answer.
- Resume-send draft recipient:
recruiter@northline.example.invalid. No confirmed personal relationship exists; the candidate supplies this fictional address for drafting only. - Latest NL-409 outgoing note was October 11, 2026: “I applied to NL-409. Is the team still considering candidates?” No reply or new information is supplied. For this simulation, today is October 13, 2026.
Deliver the actual requested drafts and review, with truthful source references and remaining states. Do not use a model answer or assume undisclosed approvals.
- Read your context and instructions
- Compiled the job application workbench
Northline Systems application preparation result
Fictional buyer-run demonstration, version 1, October 13, 2026. Every candidate, employer, role, date, metric and contact below is synthetic. Reserved .invalid links and addresses are nonfunctional. This run used only the Job Application Workbench and its supplied fictional sources. Nothing was browsed, submitted, sent, filled into a live form or written to the tracker.
Result: prepared the requested Markdown resume, short cover-letter draft, claim ledger, internal gap note, form review and resume-send draft for
NL-410.
NL-409 already appears as Applied in the supplied tracker; hold a second follow-up because the October 11 note is only two days old and no reply or useful new information is supplied. NL-410 is a distinct requisition, with no matching tracker row in this fixture. Form answers and transmission remain candidate-controlled.
Role identity, duplicate check and fit
| Role | Supplied identity / tracker result | Current bounded disposition |
|---|---|---|
| Northline Systems, Lead Product Manager — Support Workflows, NL-410 | Supplied fictional role copy dated October 10, 2026; https://careers.northline.example.invalid/roles/NL-410. All one supplied tracker row checked: no NL-410 ID/URL match. | Prepare the requested draft. Distinct from NL-409; no live posting availability or prior state beyond this tracker is claimed. |
| Same employer/title, NL-409 | https://careers.northline.example.invalid/roles/NL-409; tracker records Applied with employer-confirmed synthetic receipt dated October 9, 2026 and last outreach October 11. | Existing application in the fixture. Do not create another application merely because the link was rediscovered. Do not upgrade the recorded synthetic receipt into a newly observed live confirmation. |
Required roadmap ownership, research, analytics and product-manager coaching have direct evidence. B2B onboarding and capacity planning transfer to support workflows; direct support-industry ownership and budget/P&L ownership are not verified. The supplied $160,000–$185,000 base range exceeds the candidate's $150,000 base floor. U.S.-remote scope and up to four trips annually match the stated preferences. Actual work authorization/sponsorship and the candidate's salary-expectation response remain unknown, so this is a preparation disposition rather than application readiness.
Markdown resume draft — NL-410
Jordan Avery
Product leader | jordan.avery@example.invalid | Portfolio: jordan.example.invalid
Product leader experienced in B2B workflow onboarding, roadmap ownership, customer research and behavioral analysis. Leads and coaches product managers and works with engineering, design and operations on quarterly capacity planning.
Core skills: Product management; roadmap prioritization; customer research; data analysis; people coaching; quarterly capacity planning.
Oakline Analytics — Lead Product Manager, January 2023–present
- Owned the roadmap for a B2B workflow onboarding product, collaborating with engineering, design and operations.
- Led a three-person product-management team and introduced regular coaching and evidence-review sessions.
- Led an onboarding redesign. Median time from setup start to usable workspace among completed new-account setups was 24 minutes in June 2025 (126 setups) and 17 minutes in July 2025 (129 setups), in distinct cohorts.
- Built a quarterly capacity-planning process with engineering, design and operations.
QuayWorks — Product Manager, July 2021–December 2022
- Conducted customer interviews and used behavioral analysis to prioritize self-service workflow improvements.
Education: BA, Information Systems, Harbor College, 2021.
Professional development: Product Analytics Fundamentals coursework, completed June 2025. Coursework, not a formal certification.
Short cover-letter draft — NL-410
Dear Northline Systems hiring team,
Please consider my application for Lead Product Manager — Support Workflows, requisition NL-410. Your role description emphasizes first-value onboarding, visible capacity and outcome tradeoffs, and coaching product managers.
At Oakline Analytics, I own a B2B workflow onboarding roadmap in partnership with engineering, design and operations. I lead a three-person product-management team and introduced regular coaching and evidence-review sessions. I also built a quarterly capacity-planning process to support roadmap decisions. Earlier, at QuayWorks, I used customer interviews and behavioral analysis to prioritize self-service improvements.
I would welcome a discussion of how this experience could support your support-workflows roadmap.
Jordan Avery
Source-linked claim ledger
Sources below are the supplied fictional evidence file. The canonical baseline controls identity, roles, dates, education and coursework; E-01–E-06 provide the claim limits.
| Claim | Artifact location / proposed wording | Source | Chronology and scope | Qualification / unresolved issue |
|---|---|---|---|---|
| C1 | Resume summary/Oakline bullet 1; letter paragraph 2; email below: B2B onboarding roadmap ownership with engineering/design/operations | E-01 | Oakline Analytics, Lead Product Manager, January 2023–present; product roadmap ownership | No company-wide strategy, pricing or P&L ownership implied. |
| C2 | Resume summary/Oakline bullet 2 and letter: three-person PM team, coaching and evidence reviews | E-02 and canonical baseline | Three direct product-manager reports at Oakline | No management of managers, larger organization or promotion outcome claimed. |
| C3 | Resume Oakline bullet 3: onboarding redesign and 24/17-minute setup medians | E-03 and canonical baseline | June 2025: 126 completed eligible new-account setups; July 2025: 129. Median from setup start to usable workspace, distinct monthly cohorts. | Descriptive medians, not a randomized effect; no retention/revenue claim or claim that the redesign alone caused the change. |
| C4 | Resume summary/Oakline bullet 4 and letter: quarterly capacity planning | E-04 | Oakline, collaborating with engineering/design/operations | Capacity planning is not departmental budget or P&L ownership. |
| C5 | QuayWorks bullet and letter: interviews and behavioral analysis for self-service improvements | E-05 | QuayWorks, Product Manager, July 2021–December 2022 | No quantitative result or direct support-industry ownership added. |
| C6 | Education and professional-development sections | E-06 | BA Information Systems, Harbor College, 2021; coursework completed June 2025 | Coursework stays in Professional Development. No formal certification, number or expiry fabricated. |
| C7 | Name, email and portfolio in resume; current employer field | canonical baseline and buyer manifest | Preferred name Jordan Avery; supplied email/portfolio; Oakline current employer | Preferred name is not verified legal name; phone and country code remain absent. |
Internal gap note
- Direct evidence supports the four required capability areas. Support-domain experience is transferable from B2B workflow onboarding, not verified industry ownership.
- Direct budget/P&L responsibility is a preferred qualification that is not met by the supplied evidence. Quarterly capacity planning must not be labeled Budget Ownership.
- No current or earlier role claims company-wide strategy, management of managers, pricing ownership or unverified financial results. Keep these out of the packet.
- No candidate motivation, warm recruiter relationship or writing sample is supplied. The letter uses role relevance rather than an invented personal reason or familiarity. Personal voice confidence is limited.
- Authorization, sponsorship, legal identity, phone/country and salary response still require the candidate. No hard factual gap is filled from the role posting.
Final offline form-review checklist
This is a review/handoff, not a saved or filled application. Known entries are recommendations from supplied evidence; no UI selection or persistence is claimed.
| Field / section | Reviewed value or treatment | Still needs candidate / next step |
|---|---|---|
| Employer/title/requisition | Northline Systems; Lead Product Manager — Support Workflows; NL-410 | Match the actual form and official role again before any future action. No live form was inspected. |
| Preferred name | Jordan Avery | Verified in manifest. |
| Legal name | Unknown | Candidate supplies exact legal name; do not copy preferred name into this field automatically. |
| jordan.avery@example.invalid | Verified synthetic value; nonfunctional demonstration address. | |
| Phone and country code | Unknown | Candidate supplies both; do not infer a country code from U.S.-remote preferences. |
| Current employer | Oakline Analytics | Verified manifest value. |
| Most recent employer | Oakline Analytics | Verified manifest value; do not replace with QuayWorks just because it is the prior role. |
| Experience and dates | Oakline January 2023–present; QuayWorks July 2021–December 2022 | Recheck imported chronology against the baseline if later using a form. No import occurred here. |
| Education | BA, Information Systems, Harbor College, 2021 | Supplied baseline. No additional credential details inferred. |
| Work authorization | Unknown | Candidate answers the exact question. U.S. preferences do not establish authorization. |
| Sponsorship | Unknown | Candidate answers separately; do not infer from authorization or employer/location. |
| Salary expectation | Unknown | Candidate chooses the actual response. The $150,000 floor and employer range are fit inputs, not a preapproved field answer. |
| Optional self-identification | Unknown / candidate-controlled | Candidate chooses disclosure or an offered nonresponse option; no traits inferred. |
| Recruiting SMS | Unknown | Candidate explicitly chooses. Review question-level and separate profile/account control if later present. No subscription preference assumed or changed. |
| Marketing SMS | Unknown | Separate candidate choice; recruiting consent does not authorize marketing. |
| Skills catalog | Recommend Product Management, Customer Research and Data Analysis | Supported mappings below; not actually selected/saved. |
| Certification catalog | Do not select Certified Product Leader | Unsupported. Product Analytics Fundamentals is coursework and is not offered in this certification catalog; keep it as professional development rather than substituting a credential. |
| Candidate-original answer | “In your own unaided words, describe a difficult decision you made under uncertainty.” | Candidate must write the answer without AI under the supplied policy. No first-person answer has been drafted. |
| Resume/letter attachment | Complete Markdown draft text above | Candidate reviews first; prepare a standalone employer-facing file before any authorized send/upload. Do not attach this combined report containing internal notes. No upload or attachment happened. |
| Final declarations / submission | Not reviewed in a live system; not authorized | Candidate resolves missing answers and authorizes the exact subsequent action if desired. This preparation is not submission permission. |
| Source term | Catalog recommendation | Evidence / reason |
|---|---|---|
| Product management / roadmap ownership | Product Management | E-01/E-05 and baseline |
| Customer interviews | Customer Research | E-05 and baseline |
| Behavioral analysis / setup metrics | Data Analysis | E-03/E-05 and baseline |
| Quarterly capacity planning | Exclude Budget Ownership | E-04 expressly excludes direct budget/P&L ownership. |
| Analytics in the employer name | Exclude Clinical Analytics | No clinical domain or clinical analytics evidence. |
| Coursework | No Certified Product Leader certification | E-06 describes coursework only. |
Resume-send email draft — do not send
To: recruiter@northline.example.invalid
Subject: Resume for NL-410 — Lead Product Manager, Support Workflows
Hello,
I'm writing about Northline Systems' Lead Product Manager — Support Workflows role, NL-410. At Oakline Analytics, I own a B2B onboarding roadmap with engineering, design and operations, which aligns with the role's first-value focus.
I'm sharing my resume for consideration. Could you confirm whether you are the right contact for this requisition?
Thank you,
Jordan Avery
Draft recipient is exactly the candidate-supplied fictional address. No warm relationship, application submission, referral or transmission is implied. Before any future authorized send, extract/review a standalone resume file from the resume section and inspect the exact attachment and recipient; this report is not the attachment. No email was sent and no attachment was transmitted.
NL-409 follow-up recommendation
Hold. The newest outgoing note was October 11: “I applied to NL-409. Is the team still considering candidates?” Today in the simulation is October 13, only two calendar days later. The prior application is supported by the supplied tracker, but no reply, promised date or useful new information is supplied. Another status ask now adds no new reason to contact the recipient. Do not reuse NL-410's resume-send draft as an NL-409 bump.
No candidate-selected follow-up interval exists. Propose a later timing decision only after the candidate supplies their preference, an employer-promised date or a meaningful new signal; this run installs no recurring default and drafts no unnecessary second note.
Packet QA and durable state
Artifact: the complete fictional demonstration, version 1, October 13, 2026. Requested format is Markdown. Resume chronology, factual fields, coursework label, evidence definitions and role relevance were reviewed against the supplied sources; source labels refer to packaged fictional fixture files. Portfolio/role addresses are intentionally nonfunctional simulation values and were not opened. The final artifact hash and independent check details are recorded in the independent test record after readback.
Status
Ready for candidate review as Markdown drafts. This does not mean ready for transmission or form submission. No DOCX/PDF exists and no rendered-page, ATS/browser import or personal-voice match is claimed. Markdown text/link inspection is the applicable review; personal voice confidence is limited because no writing sample was provided.
| Outcome state | This run |
|---|---|
| Role packets prepared | 1: NL-410, containing actual resume and letter text above |
| Existing application identified | 1: NL-409, as recorded in the fictional tracker |
| Live forms filled/staged | 0 |
| Applications submitted / newly confirmed | 0 / 0 |
| Resume-send drafts / emails sent | 1 / 0 |
| Follow-up recommendation / follow-ups sent | Hold for NL-409 / 0 |
| Tracker changes / readbacks of changes | 0 / 0; input tracker was read only |
Next actions belong to the candidate: review the drafts, supply the unknown form choices, personally write the unaided answer and decide any later exact upload/send/submission scope. No external action or tracker mutation was performed or authorized by this fictional preparation run.
Connects securely to your tools. The creator never sees your data.
About this skill
What it helps you do
Prepare truthful role-specific resumes and application packets from candidate-owned evidence, review application fields, and keep preparation, authorized submission, receipts and follow-up separate.
What is included
- A self-contained SKILL.md workflow with preparation, review, submission-state and follow-up modes.
- Four focused references covering career/role evidence, packet review, application and resume-send controls, and follow-up decisions.
- Original fictional candidate evidence, source packet, buyer manifest and tracker fixture for offline practice.
How to use it
Supply the exact role, canonical resume, verified accomplishments and relevant preferences. The agent checks identity and duplicates, maps claims to evidence, preserves unknowns and prepares the requested packet. It records the actual final-file QA state. A draft, sent resume and employer-confirmed application stay distinct.
External actions remain scoped
Named application authorization can cover its stated ordinary steps. It does not authorize unrelated outreach. A resume email needs its recipient, channel, reviewed attachment and send scope. Browser, ATS, mail and tracker execution require your available tools and authorization; the skill itself is not a connector or document renderer. If those tools are unavailable, it returns a specific handoff.
Boundaries
No ATS score, interview invitation, hiring outcome or automatic execution is promised. Fictional examples are not reusable personal-profile defaults. The package contains no creator resume, account, credential or private tracker. Live ATS/browser/mail compatibility and rendered document quality must be verified in the buyer's environment; they are not established by an offline practice run.
How to use
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