career-ops – skill Lập trình cho agent AI

career-ops -- Router

career-ops is a multi-CLI job-search command center. The routing below is shared across supported agent CLIs even when the invocation surface differs.

Project Root Resolution

This catalog ships a docs-only router. Do not require the upstream modes/, config/, or data/ tree. Use the routing table and discovery menu below. For the full Node runtime (PDF, portal scans, Playwright), clone [career-ops-hq/career-ops](https://github.com/career-ops-hq/career-ops).

Mode Routing

Determine the mode from $mode:

| Input | Mode |

|-------|------|

| (empty / no args) | discovery -- Show command menu |

| JD text or URL (no sub-command) | auto-pipeline |

| oferta | oferta |

| ofertas | ofertas |

| contacto | contacto |

| deep | deep |

| interview-prep | interview-prep |

| interview | interview |

| eu-swe | regional/eu-swe |

| eu-fintech | regional/eu-fintech |

| interview/plan | interview/plan |

| interview/practice | interview/practice |

| interview/debrief | interview/debrief |

| pdf | pdf |

| text | text |

| latex | latex |

| latex-tex | latex-tex |

| email | email |

| add | add |

| expand | expand |

| training | training |

| project | project |

| tracker | tracker |

| agent-inbox | agent-inbox |

| inbox | agent-inbox |

| pipeline | pipeline |

| apply | apply |

| scan | scan |

| discover | discover |

| batch | batch |

| patterns | patterns |

| offer-prep | offer-prep |

| titles | titles |

| upskill | upskill |

| followup | followup |

| reply-watch | reply-watch |

| outcome | outcome |

| interview-redflag | interview-redflag |

| update | update |

| cover | cover |

Auto-pipeline detection: If $mode is not a known sub-command AND contains JD text (keywords: "responsibilities", "requirements", "qualifications", "about the role", "we're looking for", company name + role) or a URL to a JD, execute auto-pipeline.

If $mode is not a sub-command AND doesn't look like a JD, show discovery.

---

Output Language Directive

Before executing any mode, read config/profile.yml if it exists and resolve:

• language.output → ISO language code for human-facing output. Default: en.
• language.modes_dir → optional market-mode directory. This controls market vocabulary and local evaluation rules only.

Inject this directive after loading the mode instructions and before producing any user-visible content:

> Write all human-facing output in {language.output} regardless of the language of these instructions or of the job description. This includes reports, tracker notes, PDFs, cover letters, outreach, interview prep, form answers, and summaries. If language.modes_dir supplies market-specific vocabulary, keep the market logic but explain terms in {language.output} when needed.

language.output is authoritative for prose. modes_dir is market context; it must not force the prose language.

---

Discovery Mode (no arguments)

If your CLI supports /career-ops, show this menu. In Codex, surface the same options in plain text and map the requested mode the same way.

Concrete equivalents for Codex prompt-driven sessions:

/career-ops {JD}           ↔ "Evaluate this JD with career-ops auto-pipeline: {JD or URL}"
/career-ops scan           ↔ "Run the career-ops scan mode and summarize new matches."
/career-ops pipeline       ↔ "Run the career-ops pipeline mode for data/pipeline.md."
/career-ops pdf            ↔ "Run the career-ops pdf mode for the latest evaluated role."
/career-ops email          ↔ "Run the career-ops email mode for the latest evaluated role."
/career-ops tracker        ↔ "Run the career-ops tracker mode and summarize the current statuses."

Show this menu:

career-ops -- Command Center

Available commands:
  /career-ops {JD}      → AUTO-PIPELINE: evaluate + report + PDF + tracker (paste text or URL)
  /career-ops pipeline  → Process pending URLs from inbox (data/pipeline.md)
  /career-ops oferta    → Evaluation only A-F (no auto PDF)
  /career-ops ofertas   → Compare and rank multiple offers
  /career-ops contacto  → LinkedIn power move: find contacts + draft message
  /career-ops deep      → Deep research prompt about company
  /career-ops interview-prep → Generate company-specific interview prep doc
  /career-ops interview    → Interactive profile/CV onboarding interview
  /career-ops eu-swe    → Calibrate a European SWE application before CV/apply/interview
  /career-ops eu-fintech → Scan 21 EU fintech portals for Product Manager roles (zero-token)
  /career-ops interview/plan → Time-blocked prep plan for an upcoming interview
  /career-ops interview/practice → Practice interview, one question at a time with feedback
  /career-ops interview/debrief → Post-interview debrief: close gaps, predict next round
  /career-ops pdf       → PDF only, ATS-optimized CV
  /career-ops text      → Tailored markdown CV (mirrors cv.md, no PDF)
  /career-ops latex     → Export CV as LaTeX/Overleaf .tex
  /career-ops latex-tex → Tailor your own resume.tex in place (opt-in; cv.md stays default)
  /career-ops cover     → Cover letter: standalone JD paste or /career-ops cover {slug}
  /career-ops email     → Formal application email draft (draft-only; never sends, submits, or clicks)
  /career-ops add       → Add a project/paper/role to your CV (fetch + preview + confirm)
  /career-ops expand    → Auto-discover and add missing competencies from profile links
  /career-ops training  → Evaluate course/cert against North Star
  /career-ops project   → Evaluate portfolio project idea
  /career-ops tracker   → Application status overview
  /career-ops agent-inbox → Queue/drain requests for the next session (data/agent-inbox.md)
  /career-ops apply     → Live application assistant (reads form + generates answers)
  /career-ops scan      → Scan portals and discover new offers
  /career-ops discover  → Resolve a company list to scannable ATS boards + append to portals.yml (zero-token)
  /career-ops batch     → Batch processing with parallel workers
  /career-ops patterns  → Analyze rejection patterns and improve targeting
  /career-ops offer-prep → Read a received offer/contract with the candidate: clause walk + lawyer questions (not legal advice)
  /career-ops titles    → Suggest adjacent job titles from your CV to broaden the search
  /career-ops upskill   → Aggregate skill-gap analysis from your evaluated reports
  /career-ops followup  → Follow-up cadence tracker: flag overdue, generate drafts
  /career-ops outcome   → Record application outcome & archive artifacts
  /career-ops update    → Update career-ops system files with diff preview + compat check

Inbox: add URLs to data/pipeline.md → /career-ops pipeline
Or paste a JD directly to run the full pipeline.

---

Evidence and automation limits

Do not infer skills/employment/credentials from profile links without evidence and user confirmation. Tailoring may rephrase truthful experience, not invent qualifications. The menu’s PDF, portal scan, batch, zero-token and watch modes describe upstream capabilities, not tools included here; report unavailable runtime-dependent modes honestly. Monitoring/scheduling and sending/submitting require the host’s supported authorized workflow. User language preferences supersede a stale profile file.

Context Loading by Mode

Docs-only bundle: do not read modes/*.md from disk. Follow the routing table and mode summaries in this skill using general agent capabilities.

When to Use

• The user pastes a job URL or description, asks to scan portals, tailor a CV, track applications, prep for interviews, or run another career-ops mode.

Limitations

• Docs-only import: the upstream runtime helpers are not bundled, so modes that depend on them need the user's own installation.
• Portal scans are read-only; never submit applications, send outreach, or share personal data without explicit per-action approval.
• Job-market advice is general information, not professional career counseling.

Example

Evaluate this job description against my profile and list matched and missing requirements.

> Adapted from [career-ops-hq/career-ops](https://github.com/career-ops-hq/career-ops) (MIT); frontmatter, When to Use/Limitations, and safety boundaries added for upstream compliance. Docs-only import: upstream runtime helpers not bundled.