Report · marked 10 Oct 2026

koala73/worldmonitor

Ready for an agent to work in without hand-holding.

TypeScript · 88,166 stars · 7,925 files · branch main

89 /100 A

Instructions 25/27Whether the repo tells an agent how to behave before it starts guessing. Losing marks on instruction quality.Setup 20/20Whether an agent can install the project and get it running without a human. Full marks.Verification loop 25/25Whether an agent can check its own work. This is the category that most decides whether agent output is trustworthy. Full marks.Context economy 11/20Whether the repo fits in a context window, or fights it. Losing marks on file sizes fit in context and repository weight.Navigability 10/10How quickly anything new can orient itself. Full marks.

Higher is better. Accent marks what is costing you most.

Fix these first

File sizes fit in context

A single file that fills the context window forces an agent to work from fragments, and it will confidently edit code it never saw. Splitting the worst offenders pays for itself immediately.

Repository weight

Large binaries and vendored trees slow every operation an agent performs. Git LFS or a separate assets repo keeps the working tree navigable.

Instruction quality

Worth fixing: has no code blocks.

The full marking

Every deduction below names the file or setting it came from.

Instructions 25/27 A+

Whether the repo tells an agent how to behave before it starts guessing.

✓Agent instruction file 12/12

AGENTS.md is present, which is the format the most tools read.

✗Instruction quality 10/12

Specific enough that an agent can act on it.

Worth fixing: has no code blocks.

9,802 characters, a workable length

names the actual commands to run

uses headings, so an agent can skim it

✓README as an entry point 3/3

README has a clear getting-started section.

Setup 20/20 A+

Whether an agent can install the project and get it running without a human.

✓Deterministic install 6/6

package-lock.json pins the dependency tree.

Found package-lock.json

✓Discoverable commands 6/6

Commands are declared where an agent will look for them.

package.json scripts (lint, lint:fix, lint:boundaries, lint:api-contract, lint:safe-html, lint:panel-content-writes…)

Makefile

scripts/ directory

✓Environment config 4/4

.env.example documents what the app needs to run.

✓Pinned runtime version 2/2

The language runtime version is pinned.

Found .nvmrc

✓Reproducible environment 2/2

dockerfile gives a known-good environment.

Verification loop 25/25 A+

Whether an agent can check its own work. This is the category that most decides whether agent output is trustworthy.

✓Tests exist 8/8

2833 test files against 4319 source files.

e.g. api/_api-key.test.mjs, api/_cors.test.mjs, api/_rate-limit.test.mjs

✓Test command is discoverable 7/7

An agent can find and run `make test`.

✓Continuous integration 4/4

50 GitHub Actions workflows define what "passing" means.

✓Lint and format rules 3/3

biome.json encodes the house style.

✓Static type checking 3/3

Strict type checking is on, which catches a whole class of agent mistakes before they run.

Context economy 11/20 B-

Whether the repo fits in a context window, or fights it.

✓No committed build output 6/6

No generated directories committed.

✓.gitignore hygiene 3/3

.gitignore covers 96 patterns.

✗File sizes fit in context 0/6

52 source files are over 100KB.

A single file that fills the context window forces an agent to work from fragments, and it will confidently edit code it never saw. Splitting the worst offenders pays for itself immediately.

scripts/seed-forecasts.mjs — 911KB

scripts/ais-relay.cjs — 697KB

tests/forecast-trace-export.test.mjs — 415KB

✗Repository weight 2/5

About 257MB checked out. Large enough that cloning and searching are both slow.

Large binaries and vendored trees slow every operation an agent performs. Git LFS or a separate assets repo keeps the working tree navigable.

Here is your AGENTS.md

Drafted from what is actually in this repository: the install command from your lockfile, the commands you already declare, your real directory layout. Anything marked TODO needs a person. Save it at the root as AGENTS.md.

AGENTS.md — drafted for koala73/worldmonitor

# AGENTS.md

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

## Setup

```
npm ci
```

## Commands

```
npm run dev                 # run locally
npm run build               # produce a build
npm run typecheck           # type check without emitting
npm run lint                # lint
npm run lint:fix
npm run lint:boundaries
npm run lint:api-contract
npm run lint:safe-html
```

## Layout

- `tests/`   1179 source files
- `src/`     898 source files
- `scripts/` 775 source files
- `server/`  502 source files
- `api/`     257 source files
- `shared/`  199 source files

## Conventions

- Tests live alongside the code they cover, following `api/_api-key.test.mjs`.
- TypeScript runs in strict mode. Type errors are the fastest feedback available, so do not weaken it.
- CI defines what passing means. See `.github/workflows/analytics-collector-monitor.yml`, and keep it green.
- TODO: add the two or three conventions a newcomer always gets wrong here.

## Gotchas

- `scripts/seed-forecasts.mjs` is 911KB. It will not fit comfortably in context, so read it in parts.
- Copy `.env.example` before running anything that needs configuration.

---

Drafted by agentreadme.com from what is in this repository. Everything marked TODO
needs a human. Check it in as AGENTS.md at the root.

Open the raw markdown or curl -o AGENTS.md agentreadme.com/draft/koala73/worldmonitor.md

A draft gets the commands right and stops at the things only a maintainer knows. What a good TypeScript AGENTS.md looks like covers what to add by hand, and what AGENTS.md is explains the format itself.

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Think this mark is wrong?

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