Borrowing it
Nothing to install: this file belongs to tugrulguner/summonpot. 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/tugrulguner/summonpot/main/AGENTS.mdgit clone --depth 1 https://github.com/tugrulguner/summonpotWrote 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/tugrulguner/summonpot/agents-md)<a href="https://agentmods.dev/instructions/tugrulguner/summonpot/agents-md"><img src="https://agentmods.dev/badge/instructions/tugrulguner/summonpot/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/tugrulguner/summonpot/agents-md"><img src="https://agentmods.dev/badge/instructions/tugrulguner/summonpot/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 | $0.00915 | $0.00915 |
| Opus 5.5 | $0.00366 | $0.00366 |
| Sonnet 5.5 | $0.00183 | $0.00183 |
| Haiku 4.5 | $0.00092 | $0.00092 |
Grade A, and why
summonpot 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 — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Working notes for anyone — human or agent — changing summonpot.
For using summonpot, run summonpot add skills; that installs the endpoint contract
as a skill. This file is about developing the framework itself.
What summonpot is
A contract-first API framework. An endpoint declaration is the executable contract:
request model + docstring goal + declared capabilities + response model
The ellipsis is a complete declaration body, not an unfinished implementation. The
decorated declaration rejects direct calls. A Pydantic request endpoint executes directly
when its sole operation is Required(..., calls=Exactly(1)), has at least one FromRequest
binding, uses only request values or supported immutable callable defaults, and declares
exactly the endpoint response model as its output. No model is resolved on that path, and
execution never falls back to a model after starting. All other declarations retain the
provider-neutral agent runtime; broader deterministic compilation remains planned.
Two invariants govern almost every design argument:
- The endpoint declaration is the whole contract. Anything that pushes configuration outside the endpoint declaration is moving in the wrong direction.
- No executor may add capabilities, weaken validation, or change the response contract.
Layout
src/summonpot/
summon.py @summon, registration and all registration-time guards
runtime.py the agent loop, model resolution, usage limits and timeout
server.py FastAPI route construction, request schemas, HTTP error mapping
models.py EndpointDef, ToolDef, ParamDef
dependencies.py Depends / Required
tools.py capability construction from callables
_annotations.py shared annotation resolution (used by summon.py and tools.py)
cli.py the summonpot command
commands/ CLI subcommands
skills/ the shipped agent skill, and per-agent formatting
templates/skills/ the skill body itself
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 · +3 lines · +57 tokens per session 8313b2fb6323
- 2mo ago First seen · 102 lines · 858 tokens per session scan A ec8b9759874d
summonpot AGENTS.md is an instructions file published in the GitHub repository tugrulguner/summonpot (5 stars, last pushed today), licensed MIT. It adds 915 tokens to every session, about $0.0037 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.
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.
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).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.