Borrowing it
Nothing to install: this file belongs to tengolabs/killbottleneck. 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/tengolabs/killbottleneck/main/AGENTS.mdgit clone --depth 1 https://github.com/tengolabs/killbottleneckWrote 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/tengolabs/killbottleneck/agents-md)<a href="https://agentmods.dev/instructions/tengolabs/killbottleneck/agents-md"><img src="https://agentmods.dev/badge/instructions/tengolabs/killbottleneck/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/tengolabs/killbottleneck/agents-md"><img src="https://agentmods.dev/badge/instructions/tengolabs/killbottleneck/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 | $0.00839 | $0.00839 |
| Opus 5.5 | $0.00336 | $0.00336 |
| Sonnet 5.5 | $0.00168 | $0.00168 |
| Haiku 4.5 | $0.00084 | $0.00084 |
Grade A, and why
killbottleneck 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 today.
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 — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
killBottleneck — notes for people and AI agents working in this repository
killBottleneck is a goal-map, project and task manager with an AI assistant, for teams and for AI agents. One Docker container: PocketBase (Go, embedded SQLite, JS hooks) serves the React web client, the REST API and the MCP server's backend.
Layout
| Path | What it is |
|---|---|
server/pb_hooks/ |
Server logic: PocketBase JS hooks (Goja runtime — no npm, no async, CommonJS require) |
server/pb_migrations/ |
Versioned schema and data migrations; --automigrate=0, every change is a file here |
frontend/ |
React + Vite web client (src/), i18n catalogs in frontend/src/i18n/{cs,en}/ |
mcp/ |
killbottleneck-mcp — stdio MCP server talking to an instance's /api/kb/v1/* |
tests/ |
Regression suites (Node, _harness.js); most start a fresh instance from the Docker image |
scripts/ |
Repository tooling (third-party license list, help index, …) |
Not in this repository: the Windows app (tengolabs/killbottleneck-desktop),
the Android shell (ships through the store) and the sources of the documentation website
(killbottleneck.com). The help index server/pb_hooks/napoveda-index.js
is generated from those sources — do not edit it by hand.
Run it
cp .env.example .env # optional — defaults work
docker compose up -d --build # http://localhost:8090
The first account to sign up becomes the instance admin; further people are invited from the
app (/api/kb/invite). KB_* variables are documented in .env.example and on the website
(Reference → Environment variables).
Tests
docker build -t product-flowmap . # the image the suites run against
KB_TEST_IMAGE=product-flowmap node tests/<suite>.js # one suite (KB_TEST_IMAGE is required)
Suites without Docker (i18n-catalog, licence-soubory, en-first, …) run straight away.
A suite must print PASS n / FAIL m through _harness.js; a new suite is picked up by the
full regression automatically.
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.
- today First seen · 65 lines · 839 tokens per session scan A 48715977b97a
killbottleneck AGENTS.md is an instructions file published in the GitHub repository tengolabs/killbottleneck (11 stars, last pushed today), licensed MIT. It adds 839 tokens to every session, about $0.0034 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 2026-11-07.
killbottleneck AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| killbottleneck AGENTS.mdtengolabs/killbottleneck | Instructions file | 11 | today | MIT | A | 839 | 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 | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | 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 |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 275k | 3d ago | MIT | A | 4,313 | Codex, OpenCode |