14 KiB
Mode: email — Application Email Drafts
Generate a formal application email body that the candidate can paste into an email client. This mode is for direct application emails, recruiter follow-up emails with a CV attached, referral request emails, cold application emails, and process-stuck recovery emails when the application machinery itself breaks (a form that will not submit, a scheduling page that fails, a dead assessment link) and email becomes the fallback channel.
It is NOT:
contacto: short LinkedIn / BOSS Zhipin / chat-style outreach.cover: a full cover letter PDF.apply: live application form filling.
Never submit. Never send email. Never click send. Draft only. The candidate must review and send manually.
Invocation
Supported inputs:
-
/career-ops email {report-number-or-slug}- Load the matching
reports/{NNN}-*.md. - Use the report header, score, archetype, PDF status, and evaluation content.
- If
data/pdf-index.tsvcontains a PDF for that report, mention it as the CV attachment candidate. If no PDF is indexed, say that the CV should be generated first via/career-ops pdf {slug}or attached manually.
- Load the matching
-
/career-ops email {pasted JD}- Use the pasted JD directly.
- Do not create a report, tracker row, PDF, or cover letter.
- Ask for company name if the JD lacks it and the email would otherwise read generic.
-
/career-ops email- If there is a most recent evaluated tracker row, offer to draft from that row.
- If no usable context exists, ask for a report number, slug, or JD.
-
/career-ops email stuck {report-number-or-slug}- Load the matching
reports/{NNN}-*.mdfor company and role context. - Draft a process-stuck recovery email (see the dedicated section below).
- Also trigger this variant conversationally when the user describes a broken application step, e.g. "the ATS scheduling page is broken", "I can't submit the form", "the assessment link is dead", "the login loop won't let me back in". Confirm the variant before drafting if ambiguous.
- Load the matching
Step 1 — Load Context
Read:
config/profile.ymlcv.mdarticle-digest.mdif it existsmodes/_profile.mdif it existsmodes/_custom.mdif it existsvoice-dna.mdif it exists, for writing style only- The selected report if invoked by report number or slug
data/pdf-index.tsvif present, to find generated PDF attachments
Use modes/_custom.md only for procedural output preferences such as whether to
include a contact block, whether to show an attachment checklist, or how concise
the email should be. It must never introduce contact details, work experience,
or other factual claims.
Use voice-dna.md only as a writing guardrail. It must never introduce factual
claims.
Profile fields
Use these optional fields when present:
candidate.full_namecandidate.chinese_namecandidate.emailcandidate.phonecandidate.wechatcandidate.locationcandidate.linkedincandidate.githubcandidate.portfolio_urlapplication_email.default_sender_noteapplication_email.include_contact_blockapplication_email.include_attachment_checklistapplication_email.signature_namecontact_preferences.preferred_channelcontact_preferences.note
If candidate.wechat is absent, omit WeChat. Do not invent one.
Step 2 — Classify Email Type
Choose one of four variants from user wording or context:
| Variant | When | Tone |
|---|---|---|
hr_application |
Default. Sending CV to HR/recruiter for a posted role. | Formal, concise, screening-friendly |
referral_request |
User asks for referral, internal contact, friend, alumni, or former colleague. | Warm, low-pressure, easy to forward |
cold_application |
No posted role, speculative reach-out, "cold email". | Direct, value-first, no desperation |
process_stuck |
The ATS or application flow broke mid-process and email is the fallback channel. | Factual, forwardable, one precise ask |
If unclear, default to hr_application.
Precedence: any process-failure signal (a broken step, an error message, a
dead link, failed scheduling) selects process_stuck over the other variants.
If a failure is hinted at but the intent is ambiguous, ask for confirmation —
do not fall through to hr_application. The hr_application default applies
only when there is no failure indication at all.
For process_stuck, skip Step 3 (fit points) and Step 4 (attachment checklist)
— the reader already has the application; this email exists to unblock a
process, not to sell — and follow the dedicated section below instead of the
Step 5 structures.
Step 3 — Extract Fit Points
From the report/JD and source-of-truth files, select 2-3 fit points:
- One role-to-profile match: stack, domain, workflow, product type, or delivery style.
- One proof point: project, metric, open-source contribution, or shipped system.
- One differentiator: business ownership, domain knowledge, communication, open-source ecosystem, or production handover.
Use only facts from source-of-truth files. Reformulate keywords from the JD; never fabricate.
If a report has a score:
>= 4.5: confident, priority application.4.0-4.4: good match, worth applying.< 4.0: restrained; do not oversell. If below 4.0, warn the user before drafting that career-ops normally recommends against applying.
Step 4 — Attachment Checklist
Before the draft, output:
Attachments to include:
- CV: {pdf path or "attach your tailored CV"}
- Cover letter: {path if known, otherwise "optional / not generated"}
Rules:
- If
application_email.include_attachment_checklistisfalse, omit this checklist. - Mention only files that exist or are indexed. Do not claim a cover letter exists unless it does.
- Do not attach files or send anything.
Step 5 — Draft Structure
Always output:
Subject: {subject}
{email body}
HR application structure
- Greeting
- Role intent and attachment sentence
- 2-3 fit points in one short paragraph or compact bullets
- Why this role is relevant, using JD language
- Contact block and signature
Referral request structure
- Greeting
- One-line context: role and company
- 2 concise proof points that are easy to forward
- Low-pressure ask: "If this looks aligned, would you be comfortable referring me or pointing me to the right person?"
- Contact block and signature
Cold application structure
- Greeting
- Value proposition first, not "I am looking for a job"
- 2 proof points tied to the company/domain
- Specific ask: short call, right contact, or permission to send CV
- Contact block and signature
Process-Stuck Recovery Email (process_stuck)
The ATS is the normal channel; this email exists because the channel broke. The reader is often the same recruiter who will later evaluate the candidate, so the draft must read as a competent incident report, not a complaint.
Intake
Before drafting, ask for whatever is missing:
- Which step broke: form submit, interview/prescreen scheduling, assessment link, account login, or other.
- What the failure looks like: error text verbatim if any, or "no error, the page just reloads / spins / shows no slots".
- What was already retried: other browser, other device, other time slots, cleared session, waited and retried.
- Deadline pressure: assessment window, scheduling cutoff, posting close date.
- Which contact addresses are visible to the candidate: prior email threads, ATS notification sender, addresses on the posting or careers page.
Draft structure
- Greeting
- One-line identification: role, application/req ID if known, candidate name
- Reproducible, timestamped failure description a recruiter can forward to their ATS admin verbatim: step, exact behavior, timestamp + timezone, what was already retried
- One precise ask — exactly one: schedule manually, confirm receipt, extend the assessment window, or resend a working link
- One-line reaffirmation of interest in the role
- Signature
Keep it short: 100-180 words. No blame, no apology spiral, no speculation about what is wrong on their side, no more detail than the admin needs.
Evidence checklist
Include in the failure description:
- Timestamp + timezone of the attempt(s)
- The step and the exact failure behavior (error text verbatim if any)
- What was already retried
- "Screenshot available on request" — mention it, never attach unprompted
Contact triage — picking the least-wrong address
Broken ATS flows rarely expose a human contact. Rank the visible options:
- A recruiter or coordinator from any prior email thread for this application. Best option by far: existing context, a human, an incentive to fix it.
- The reply-to of ATS notification emails (confirmation, invite,
assessment emails) — only if it is a human or team mailbox. Skip anything
clearly unmonitored (
no-reply@,notifications@,donotreply@). - A general recruiting mailbox on the posting or careers page:
careers@,recruiting@,talent@,jobs@,hr@. - LinkedIn message to the recruiter or hiring manager as last resort —
hand off to
contactomode for the short-form version of the same content.
Never send a process-support request to a special-purpose mailbox. These exist for a protected or unrelated purpose, and misusing them at best gets the email silently dropped and at worst reads as a candidate who does not read instructions:
- Accessibility / accommodations mailboxes
- Benefits mailboxes
- Ethics / whistleblower / compliance hotlines
- Alumni mailboxes
- Press / media mailboxes
If the only visible address is a special-purpose mailbox, say so explicitly, do not draft for that address, and recommend the LinkedIn route (option 4) instead.
Guardrails
All standing email-mode guardrails apply unchanged: draft only, never send, never click, never submit. Additionally, the stuck-email draft must:
- Never threaten or escalate, and never use legal or complaint language.
- Never speculate about the cause of the failure or criticize the company's tooling — describe only what the candidate observed. Factual and forwardable, nothing else.
- Never fabricate error messages, timestamps, or retry steps. If the user cannot recall a detail, omit it.
Example (generic)
All values below are placeholders — fill them only with details the user actually provides. Never invent error text, timestamps, or retry steps.
Subject: Application to {Role} ({REQ-ID}) — {broken step} issue
Hi {Company} Recruiting team,
I'm partway through the application process for {Role} ({REQ-ID}) and hit a
technical issue I can't get past: {broken step} fails on every attempt.
{Exact observed behavior — quote error text verbatim only if one exists;
otherwise describe what happens: the page reloads, keeps spinning, shows no
slots} (tried {date + time + timezone}, {what was retried}). A screenshot is
available if useful.
Could someone schedule the interview manually? Happy to take any slot that
works for the team.
I remain very interested in the role and don't want a technical glitch to
stall the process.
Best regards,
{Candidate Name}
{email}
Language
- Match the JD/report language.
- If the JD is Chinese, use Simplified Chinese.
- If the company/recruiter language is unknown, default to the user's language.
- Keep the subject line in the same language as the body unless the user asks otherwise.
Contact Block
Default behavior:
- Include contact block for direct application emails.
- Omit phone in short social outreach; this mode is not short social outreach.
Use:
联系方式:
{if candidate.wechat}微信:{candidate.wechat}{/if}
{if candidate.phone}手机号:{candidate.phone}{/if}
{if candidate.email or application_email.default_sender_note}邮箱:{candidate.email or application_email.default_sender_note}{/if}
For English:
Contact:
{if candidate.wechat}WeChat: {candidate.wechat}{/if}
{if candidate.phone}Phone: {candidate.phone}{/if}
{if candidate.email or application_email.default_sender_note}Email: {candidate.email or application_email.default_sender_note}{/if}
If application_email.default_sender_note is set in config/profile.yml to a
phrase such as "the email used to send this message", use that phrase instead of
a concrete email address.
If application_email.include_contact_block is false, use a normal signature
only.
Contact channel preference: If application_email.include_contact_block is
true (or absent/default), check contact_preferences.preferred_channel in
config/profile.yml. If it is absent or set to "either", the contact block
stays exactly as above — no change. If it is set to "email" or "phone", add
one short line directly under the contact block naming that preference, e.g.:
Contact:
Email: jane@example.com
Phone: +1-555-0123
(Prefers email first.)
If contact_preferences.note is set, use its wording (or a close paraphrase)
for that line instead of a generic phrase. Keep it to one line, no bold, no
extra emphasis -- it should read as a practical note, not a demand.
Style Rules
- No corporate-speak.
- No "passionate about", "perfect fit", "unique opportunity", or vague praise.
- No exaggerated authorship claims.
- Short paragraphs. Prefer 150-250 words for HR applications.
- Keep the proof easy to scan.
- Do not include salary unless the user asks.
- Do not include private references, ID numbers, or unsupported claims.
Output
Return in this order:
- Context line:
Source: report {NNN}orSource: pasted JD- Variant
- Language
- Attachment checklist, unless disabled
- Subject and email body
- One-line note with any missing inputs or assumptions
Do not write files unless the user explicitly asks to save the draft.