Borrowing it
Nothing to install: this file belongs to pixeltable/pixeltable-skill. 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-skill/main/AGENTS.mdgit clone --depth 1 https://github.com/pixeltable/pixeltable-skillWrote 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-skill/agents-md)<a href="https://agentmods.dev/instructions/pixeltable/pixeltable-skill/agents-md"><img src="https://agentmods.dev/badge/instructions/pixeltable/pixeltable-skill/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-skill/agents-md"><img src="https://agentmods.dev/badge/instructions/pixeltable/pixeltable-skill/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 | $0.00807 | $0.00807 |
| Opus 5.5 | $0.00323 | $0.00323 |
| Sonnet 5.5 | $0.00161 | $0.00161 |
| Haiku 4.5 | $0.00081 | $0.00081 |
Grade A, and why
pixeltable-skill 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 3d 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 — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
This repo is the Pixeltable Agent Plugin: one skill plus agents, slash commands, and optional hooks. Install via npx plugins add pixeltable/pixeltable-skill or npx skills add pixeltable/pixeltable-skill.
Structure
skills/pixeltable-skill/
├── SKILL.md
└── references/
├── core-api.md
├── cli.md
├── providers.md
├── workflows.md
└── anti-patterns.md
commands/ # /pixeltable:scaffold, add-provider
agents/ # pipeline-architect, debugger
hooks/
scripts/validate_plugin.py
gemini-extension.json # Gemini CLI extension + gallery listing
GEMINI.md # Gemini CLI context; points at skills/, does not copy them
Manifests: root plugin.json (portable), .plugin/plugin.json, .cursor-plugin/plugin.json, .claude-plugin/, .codex-plugin/ (compatibility), package.json, and gemini-extension.json. Keep name pixeltable and versions in sync (2.12.0).
Rules
- Single skill. Do not split it.
- Hooks are pure Python. No Node/Bun/TypeScript.
hooks.jsonfinds the interpreter itself (python, thenpython3, thenpy -3): a python.org install on Windows has nopython3.exe(#23). - SKILL.md teaches the application file first. Notebook SDK is an appendix.
- Start from
pxt initthenpxt service example --out app.py(orpxt schema example --brief). Thenpxt schema update app.py my_app. No template zoo. No starter kit. if_exists='ignore'on notebookcreate_*/add_*.- No LangChain, pandas-as-store, or standalone vector DB patterns.
- Keep SKILL.md under 500 lines (enforced by
validate_plugin.py). - Fenced ```python blocks in
skills/,agents/,commands/, andGEMINI.mdmust pass the hook's ownerrorchecks -- the validator importsCHECKSand runs them. Quote a wrong form in prose or a traps table, never in a code block. GEMINI.mdis Gemini CLI session context. Point it atskills/pixeltable-skill/; do not duplicateSKILL.md. Gemini loadsskills/*/SKILL.mdon its own.- Since Pixeltable 0.7.10, editing a computed column's expression in place is a safe
alter:pxt schema updateapplies it and keeps the old values untilpxt recompute. A type change, includingTtoT | None, is stillUNSUPPORTED: rename the column, or drop and re-add it.--allow-destructivedoes not help. - Agent-facing
pxt service updateexamples carry-f: an agent has no TTY, and without the flag a pending update exits 3. - Run
python3 scripts/validate_plugin.py,python3 tests/test_hooks.pyandpython3 tests/test_integrations.pyafter any change. - Re-verify against the current Pixeltable release before a version bump: the record of the last pass is
docs/review-<skill version>.md.
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.
- 3d ago Changed · +3 lines · +92 tokens per session b01b2b42312f
- 26d ago Changed · +1 lines · +85 tokens per session 6e810fa0a152
- 1mo ago Changed c29c27353c01
- 1mo ago Changed a239e6ee10d1
- 1mo ago Changed · +1 lines · +79 tokens per session 40d938b438ce
- 1mo ago Changed ab1e62320f39
- 1mo ago Changed ca8cc2aafd9c
- 1mo ago Changed · +13 tokens per session dd1b759c00b4
- 1mo ago Changed · +2 lines · +123 tokens per session 3bf4bc69445b
- 1mo ago First seen · 41 lines · 415 tokens per session scan A 59952594d17c
pixeltable-skill AGENTS.md is an instructions file published in the GitHub repository pixeltable/pixeltable-skill (6 stars, last pushed yesterday), licensed Apache-2.0. It adds 807 tokens to every session, about $0.0032 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).