Borrowing it
Nothing to install: this file belongs to alp82/aistack. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/alp82/aistack/main/AGENTS.mdgit clone --depth 1 https://github.com/alp82/aistackWrote 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.
[](https://agentmods.dev/instructions/alp82/aistack/agents-md)<a href="https://agentmods.dev/instructions/alp82/aistack/agents-md"><img src="https://agentmods.dev/badge/instructions/alp82/aistack/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/alp82/aistack/agents-md"><img src="https://agentmods.dev/badge/instructions/alp82/aistack/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.05654 | $0.05654 |
| Opus 5.5 | $0.02262 | $0.02262 |
| Sonnet 5.5 | $0.01131 | $0.01131 |
| Haiku 4.5 | $0.00565 | $0.00565 |
Grade A, and why
aistack AGENTS.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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 396 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI Stack Webapp
This is a webapp for sharing AI Stacks so that users can compare and choose the best set of tools for their needs.
Development Process
- Web App is running on localhost:3019 - I am taking care of the dev servers running properly in my own terminal
- Convex is running already as well
- Schema changes are often required and okay
- Avoid backwards-compat, prefer convex migrations
Prod database access
Never point the local Convex CLI at prod. That broke the local setup multiple times. All prod operations run on the server over ssh ([email protected]). Two scripts wrap this:
# Any Convex CLI command against prod, executed on the server.
# The admin key is minted on the server per call and never stored here.
scripts/convex-prod.sh data models --limit 20
scripts/convex-prod.sh run migrations/<name>:run
# Replace the local dev database with a fresh prod export.
# Destructive locally (auth tables included - log in again). Prod is only read.
scripts/sync-prod-db.sh
The local database lags behind prod. Before work that depends on real rows (catalog data entry, migration dry runs), run scripts/sync-prod-db.sh first. It copies what prod HAS: for a reading no machine has published yet, see "Publishing a measured reading to the local backend".
Prod deploys run through GitHub Actions exclusively. A push to main triggers .github/workflows/deploy-convex.yml, which pulls the ~/aistack checkout on the server and runs pnpm convex deploy there. Never run npx convex deploy against prod from a local machine. To run a new migration on prod: push to main, wait for the workflow, then scripts/convex-prod.sh run migrations/<name>:run.
Never pass --push to scripts/convex-prod.sh, and never give it deploy, dev, or push. The CLI runs from a minimal project dir on the server that holds no convex/ directory, so anything that writes code pushes an EMPTY function set and prod loses every function and every index at once. That is a full outage, and it happened on 2026-08-24. The script now refuses those four forms, and the recovery is the workflow's own command, run on the server: ssh [email protected] "bash -l -c 'cd ~/aistack && git fetch origin main && git reset --hard origin/main && /root/.local/share/pnpm/pnpm i && /root/.local/share/pnpm/pnpm convex deploy'". Table rows survive; the indexes come back with the deploy.
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.
- 1mo ago Changed · +8 lines · +178 tokens per session 2c7300fe023a
- 1mo ago Changed · +16 lines · +296 tokens per session f65bd2b29513
- 1mo ago Changed · +9 lines · +66 tokens per session e7da7365f7a5
- 1mo ago Changed · +2 lines · +23 tokens per session 40584e629702
- 1mo ago Changed · +3 lines · +72 tokens per session 732b77512dc3
- 1mo ago Changed · +10 lines · +111 tokens per session e6ab6e8747b9
- 1mo ago First seen · 348 lines · 4,908 tokens per session scan A 47c87de1752a
aistack AGENTS.md is an instructions file published in the GitHub repository alp82/aistack (50 stars, last pushed today), licensed MIT. It adds 5,654 tokens to every session, about $0.0226 per session on Opus 5.5. 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 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).