student-ops CLAUDE.md

student-ops CLAUDE.md is an instructions file for coding agents from Apollo887/student-ops. It costs 3,407 tokens per session, scanned A, original, MIT.

A set of project instructions for Student-Ops, an AI workflow for college admissions, scholarships, internships, and early-career planning. It explains the project's purpose and separates personal user files from system files that may be updated automatically.

In plain words
What is it for?
Use it when modifying Student-Ops workflows, scoring, profiles, essays, portals, reports, or other planning data. It guides agents to personalize the system while preserving the user's data layer.
Why use it?
It helps agents change the right files without overwriting personal information. It also explains where preferences, essays, applications, reports, and shared system guidance belong.

Instructions file

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/apollo887/student-ops/claude-md
Clone the repo
git clone --depth 1 https://github.com/Apollo887/student-ops

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for student-ops CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/apollo887/student-ops/claude-md.svg)](https://agentmods.dev/instructions/apollo887/student-ops/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/apollo887/student-ops/claude-md"><img src="https://agentmods.dev/badge/instructions/apollo887/student-ops/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 3,407 This file is loaded in full into every session.
When invoked 3,407 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.03407 $0.03407
Opus 5 $0.01703 $0.01703
Sonnet 5 $0.00681 $0.00681
Haiku 4.5 $0.00341 $0.00341

Measured 4d ago against content hash b51712ccef7c, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

student-ops CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 279 lines

How it starts

The opening of the file, as written. The whole thing — 279 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Student-Ops -- AI College & Career Planning Pipeline

Origin

Student-Ops is the sister project to career-ops, adapted for students navigating the college admissions process, scholarship hunt, internship search, and early career planning. Where career-ops optimizes for landing the right job, student-ops optimizes for choosing the right path — school, program, scholarships, and first opportunities.

It will work out of the box, but it's designed to be made yours. If the scoring doesn't match your priorities, the modes are in the wrong language, or the archetypes don't reflect your intended field — just ask. You (AI Agent) can edit the user's files directly. The user says "I'm applying to art schools, change the scoring to weight portfolio over test scores" and you do it.

Data Contract (CRITICAL)

There are two layers. Read DATA_CONTRACT.md for the full list.

User Layer (NEVER auto-updated, personalization goes HERE):

  • config/profile.yml, modes/_profile.md, essays/*, portals.yml
  • data/*, reports/*, output/*, aid-letters/*

System Layer (auto-updatable, DON'T put user data here):

  • modes/_shared.md, modes/university.md, all other mode files
  • CLAUDE.md, *.mjs scripts, templates/*

THE RULE: When the user asks to customize anything (scoring weights, archetypes, target-field priorities, essay voice, aid thresholds), ALWAYS write to modes/_profile.md or config/profile.yml. NEVER edit modes/_shared.md for user-specific content. This ensures system updates don't overwrite their customizations.

What is student-ops

AI-powered college/career planning built on Claude Code: dual-track (education + career), university scoring with admissions-odds calibration, scholarship tracking, essay drafting, financial aid comparison, internship evaluation, deadline management.

Main Files

File Function
data/applications.md Unified tracker — universities + scholarships + internships
data/pipeline.md Inbox of pending URLs to evaluate
data/scan-history.tsv Scanner dedup history
data/deadlines.md Deadline dashboard (auto-generated)
config/profile.yml Student identity, stats, goals, preferences
modes/_profile.md User-customized archetypes, narrative, scoring weights
portals.yml School/scholarship/internship portal config
reports/ Evaluation reports — {###}-{slug}-{YYYY-MM-DD}.md
essays/ Essay drafts (Common App, supplementals, scholarships)
aid-letters/ Financial aid offer letters (user uploads)
templates/states.yml Canonical states (Applied, Accepted, Waitlisted, etc.)
scan.mjs Portal scanner (Common App, Fastweb, Handshake, etc.)
merge-tracker.mjs Merges batch tracker additions
verify-pipeline.mjs Pipeline integrity check

Read the full file on GitHub · 279 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 279 lines · 3,407 tokens per session scan A b51712ccef7c

Subscribe to this mod's changes

student-ops CLAUDE.md is an instructions file published in the GitHub repository Apollo887/student-ops (5 stars, last pushed 26d ago), licensed MIT. It adds 3,407 tokens to every session, about $0.0170 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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