Report · marked 25 Aug 2026
AstrBotDevs/AstrBot
Ready for an agent to work in without hand-holding.
Python · 39,601 stars · 1,636 files · branch master
85
/100
A
Instructions
27/27Whether the repo tells an agent how to behave before it starts guessing. Full marks.Setup
13/20Whether an agent can install the project and get it running without a human. Losing marks on deterministic install and environment config.Verification loop
24/25Whether an agent can check its own work. This is the category that most decides whether agent output is trustworthy. Losing marks on static type checking.Context economy
13/20Whether 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
01
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.
02
Environment config
Add a .env.example listing every variable with a safe placeholder value. It's the cheapest possible fix and it unblocks the whole first run.
03
Deterministic install
Commit the lockfile your package manager generates. Without it, an agent's install and your install are different builds, and 'works on my machine' becomes unfalsifiable.
The full marking
Every deduction below names the file or setting it came from.
Instructions 27/27 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.
Also found: Copilot instructions
✓Instruction quality
12/12
Specific enough that an agent can act on it.
6,501 characters, a workable length
names the actual commands to run
uses headings, so an agent can skim it
includes copyable code blocks
✓README as an entry point
3/3
README has a clear getting-started section.
Setup 13/20 B
Whether an agent can install the project and get it running without a human.
✗Deterministic install
3/6
Only requirements.txt, which pins loosely at best.
Commit the lockfile your package manager generates. Without it, an agent's install and your install are different builds, and 'works on my machine' becomes unfalsifiable.
✓Discoverable commands
6/6
Commands are declared where an agent will look for them.
Makefile
pyproject.toml scripts
scripts/ directory
✗Environment config
0/4
Nothing documents the environment this needs. An agent will get a runtime error it can't diagnose.
Add a .env.example listing every variable with a safe placeholder value. It's the cheapest possible fix and it unblocks the whole first run.
✓Pinned runtime version
2/2
The language runtime version is pinned.
Found .python-version
✓Reproducible environment
2/2
dockerfile gives a known-good environment.
Verification loop 24/25 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
195 test files against 939 source files.
e.g. .github/workflows/coverage_test.yml, .github/workflows/smoke_test.yml, dashboard/tests/extensionPreferenceStorage.test.mjs
✓Test command is discoverable
7/7
An agent can find and run `pytest`.
✓Continuous integration
4/4
11 GitHub Actions workflows define what "passing" means.
✓Lint and format rules
3/3
pyproject.toml encodes the house style.
✗Static type checking
2/3
Type checking is configured, but not in strict mode.
A type checker gives an agent an error message instead of a runtime surprise. It's the second-fastest feedback loop after the compiler.
Context economy 13/20 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 45 patterns.
✗File sizes fit in context
0/6
5 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.
astrbot/core/utils/t2i/template/shiki_runtime.iife.js — 1238KB
astrbot/core/config/default.py — 221KB
dashboard/src/api/generated/openapi-v1/sdk.gen.ts — 136KB
✗Repository weight
4/5
About 70.7MB checked out, which is comfortable.
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 AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ ## Setup ``` pip install -r requirements.txt ``` ## Commands ``` make worktree make worktree-add make worktree-rm make pr-test-neo make pr-test-full make pr-test-full-fast ``` ## Layout - `astrbot/` 497 source files - `dashboard/` 254 source files - `tests/` 166 source files - `docs/` 14 source files - `scripts/` 6 source files ## Conventions - Tests live alongside the code they cover, following `.github/workflows/coverage_test.yml`. - CI defines what passing means. See `.github/workflows/build-docs.yml`, and keep it green. - TODO: add the two or three conventions a newcomer always gets wrong here. ## Gotchas - `astrbot/core/utils/t2i/template/shiki_runtime.iife.js` is 1238KB. It will not fit comfortably in context, so read it in parts. - No lockfile is committed, so an install here may not match what CI produced. --- 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/AstrBotDevs/AstrBot.md
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