git:20260722.ef29c8c to git:20260826.ee3a41d

29 added, 0 removed. Audit A to A.

---

name: admissions-ops

description: Graduate admissions command center -- evaluate programs, adapt academic CVs, compare options, and track applications

arguments: mode

user_invocable: true

user-invocable: true

license: MIT

---

# admissions-ops Router

+ ## Output Language

+ Two rules. Both are fixed: there is no configuration key for either, and there

+ is no way for a user to request a non-English artifact from this repository.

+ **Artifacts are English.** Reports, checklists, tracker cells, CV/resume prose,

+ statement drafts, and summaries. The chat language never reaches an artifact.

+ **Chat is the user's language.** If the user writes to you in Chinese, every

+ word you address to them is Chinese from your first sentence onward — progress

+ narration, preambles, `I'll start by…` lines, descriptions of what you are

+ about to read or run, plans, findings, and questions included. A mixed-language

+ turn follows the user's own prose, not the command scaffold, the flags, or the

+ URL: `/admissions-ops program --write-drafts for student x:` followed by one

+ Chinese sentence is a Chinese turn. Never open in English and switch later.

+ - **Subagents.** Prepend both rules verbatim to every subagent prompt. A

+ worker does not inherit the parent's rule.

+ - **Program conflict.** If an official source requires a statement or CV in a

+ language other than English, this repository cannot produce it. Record the

+ conflict in the report and say so. Never switch the artifact language.

+ - **Diagnostics.** Machine output from `npm run *` stays English in logs and in

+ quoted error text. Restate it in the user's language when explaining it in

+ chat; do not translate the error string itself.

+ "English" here means script, not ASCII. `Saarbrücken`, `Kovač`, and `naïve` are

+ valid English-document content. The deterministic guards reject Chinese,

+ Japanese, and Korean script only.

## 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:

```text

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.