Admissions ops

admissions-ops Router

Mode Routing

Determine the mode from $mode:

Input	Mode
empty	discovery
official program URL	program
program	program
input beginning with program, including --write-drafts	program
inbox	inbox
compare	compare
cv	cv
statement	statement
tracker	tracker

If $mode is not recognized but contains an official university or department program URL, route to program.

Discovery Mode

Show this menu:

admissions-ops

Available commands:
  /admissions-ops {official URL}  Run the one-program draft pipeline
  /admissions-ops program         Run one URL or selected inbox entry through the draft pipeline
  /admissions-ops inbox           Review curated entries in programs/inbox.yml
  /admissions-ops compare         Compare evaluated programs only
  /admissions-ops cv              Create an academic CV or resume adaptation plan
  /admissions-ops statement       Create a statement plan and draft for a reviewed program
  /admissions-ops tracker         Review tracker and checklist state

Runtime commands that read or write applicant-specific live state require --student <student-id> and use students/{student-id}/. For the program workflow, --write-drafts is explicit user approval to write Review Required CV/resume and statement draft artifacts after successful dry-runs; it is not approval to mark anything final or externally ready.

Full Pipeline Default

The default program workflow is one agent-led draft pipeline:

1. read the selected students/{student-id}/ workspace;
2. retrieve and cite official sources for the selected program only;
3. write or update shared catalog facts and the student-scoped evaluation, report, checklist, and tracker row;
4. create or revise the LLM-authored CV/resume adaptation plan and, when official instructions require a statement and statement-brief.md exists, the LLM-authored statement_plan, statement draft, and claim map;
5. run npm run cv -- --student <student-id> --program <program-id> as the deterministic dry-run renderer and validator (append --document-type academic_cv|admissions_resume when the user explicitly overrides the plan's document type; the override is logged and, on write, persisted into the plan);
6. when a statement plan, LLM-authored draft, and claim map are in scope and statement-brief.md exists, run npm run statement -- --student <student-id> --program <program-id> as the deterministic dry-run packager and validator;
7. inspect the dry-run artifacts, links, evidence maps, and validation concerns;
8. if the user specified --write-drafts and the dry-runs succeeded without blockers, rerun the applicable deterministic renderer or packager with --write to refresh only Review Required draft artifacts and report/tracker links;
9. return one final review bundle.

Stop mid-pipeline only for a real blocker: missing selected-student files, inaccessible official sources, ambiguous program identity or intake, conflicting official requirements that prevent a truthful draft, or explicit approval before any --write operation. A user-specified --write-drafts flag is that approval only for post-dry-run draft artifact writes.

Context Loading

For program, compare, cv, statement, and tracker, read:

• AGENTS.md
• DATA_CONTRACT.md
• modes/_shared.md
• modes/{mode}.md

For inbox, read:

• AGENTS.md
• modes/inbox.md
• programs/inbox.yml if it exists, otherwise programs/inbox.example.yml

Execute the selected mode instructions. Do not run broad discovery unless a future mode explicitly implements it.