Borrowing it
Nothing to install: this file belongs to pixeltable/pixeltable-starter-kit. 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/pixeltable/pixeltable-starter-kit/main/AGENTS.mdgit clone --depth 1 https://github.com/pixeltable/pixeltable-starter-kitWrote 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/pixeltable/pixeltable-starter-kit/agents-md)<a href="https://agentmods.dev/instructions/pixeltable/pixeltable-starter-kit/agents-md"><img src="https://agentmods.dev/badge/instructions/pixeltable/pixeltable-starter-kit/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/pixeltable/pixeltable-starter-kit/agents-md"><img src="https://agentmods.dev/badge/instructions/pixeltable/pixeltable-starter-kit/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 | $0.01110 | $0.01110 |
| Opus 5.5 | $0.00444 | $0.00444 |
| Sonnet 5.5 | $0.00222 | $0.00222 |
| Haiku 4.5 | $0.00111 | $0.00111 |
Grade A, and why
pixeltable-starter-kit 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 — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Instructions for AI coding agents working in the Pixeltable Starter Kit.
Apps
Apps are one Python file (app.py): TableModel classes and a FastAPIRouter.
The loop is Declare, Experiment, Serve: apply with pxt schema update, serve with pxt service update, then insert / /ask / pxt dashboard.
Every example here uses uv run pxt, which works whether or not .venv is on PATH.
Export API keys before the first pxt command: it starts the daemon, and the service inherits the daemon's environment.
A key exported later makes the next pxt command refuse with STALE_CONFIG; run pxt daemon restart, then pxt service update.
Indexes belong on the model (__indexes__). Routes live on FastAPIRouter. No TOML route tables.
Already have FastAPI? Copy app.py under a project root (pixeltable.toml, or pxt init), then
app.include_router(...) on the router in app.py.
From plain Python, import app then app.TableModel.bind_all(TARGET) before inserting or calling ask().
Same file on Cloud: pxt db update pxt://org:mydb, then
pxt secret set pxt://org KEY=..., then pxt db restart pxt://org:mydb (pods read secrets at start),
then pxt schema update app.py pxt://org:mydb, then pxt service update app.py pxt://org:mydb.
Then t = pxt.get_table('pxt://org:mydb/knowledge') (or .../videos).
pxt db update packs the hosted image and workers; it is not Experiment.
pxt schema update applies tables. It does not start HTTP.
pxt service update starts HTTP (local or pxt://) and prints where with pxt service list.
Experiment on Cloud is dashboard insert plus pxt schema diff.
Drift check: uv run pxt schema diff app.py agent (or videointel). Exit 0 in sync, 2 pending
(--json is the plan), 1 an error naming the file, declaration, or key, 3 refused (a destructive
change without --allow-destructive, or a non-interactive run without -f). Then pxt schema update.
Destructive ops need --allow-destructive; CI and Dockerfiles pass -f.
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 · +2 lines · +104 tokens per session bb6c72af6ee9
- 2mo ago Changed · +9 lines · +168 tokens per session d12ca67f7c7d
- 2mo ago Changed · -307 lines · -4,841 tokens per session 7cb0de6ec040
- 2mo ago First seen · 385 lines · 5,679 tokens per session scan A ce010b963c2f
pixeltable-starter-kit AGENTS.md is an instructions file published in the GitHub repository pixeltable/pixeltable-starter-kit (5 stars, last pushed 3d ago), licensed Apache-2.0. It adds 1,110 tokens to every session, about $0.0044 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 2026-08-31.
pixeltable-starter-kit AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pixeltable-starter-kit AGENTS.mdpixeltable/pixeltable-starter-kit | Instructions file | 5 | 3d ago | Apache-2.0 | A | 1,110 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,649 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode ai-customization.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 1,907 | GitHub Copilot |