Borrowing it
Nothing to install: this file belongs to aksika/abtars. 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/aksika/abtars/dev/AGENTS.mdgit clone --depth 1 https://github.com/aksika/abtarsWrote 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/aksika/abtars/agents-md)<a href="https://agentmods.dev/instructions/aksika/abtars/agents-md"><img src="https://agentmods.dev/badge/instructions/aksika/abtars/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/aksika/abtars/agents-md"><img src="https://agentmods.dev/badge/instructions/aksika/abtars/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 | $0.01395 | $0.01395 |
| Opus 5.5 | $0.00558 | $0.00558 |
| Sonnet 5.5 | $0.00279 | $0.00279 |
| Haiku 4.5 | $0.00139 | $0.00139 |
Grade A, and why
abtars 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 — 94 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Quick commands
npm install # install deps
npm run build # tsc + copy dashboard public + git build-info
npm run typecheck # tsc --noEmit (fastest feedback)
npm test # fast deterministic suite (unit/component + deploy logic)
npm run test:watch # vitest (watch mode)
npm run test:integration # integration tests (needs abmind)
npm run test:e2e # critical end-to-end smoke/recovery tests
npm run test:extended # integration/process/E2E tests
npm run test:all # every Vitest test
npm run dev # node --import tsx src/main.ts
npm run bundle # esbuild single ESM bundle → bundle/
Run npm run typecheck before committing. It catches strict-mode errors (noUnusedLocals, noUnusedParameters, noUncheckedIndexedAccess).
Architecture
- Entry:
src/main.ts→src/bridge-app.ts→ boot phases (src/boot/phase-*.ts) - Boot phases run sequentially in a pipeline defined in
bridge-app.ts. Each phase sets exactly one field onBootCtx(src/boot/context.ts). - Platforms:
src/platforms/{telegram,discord,agent-api}/— adapters for chat input/output. - Transport:
src/components/transport/— bridges to agent CLI (tmux, ACP, or direct API). - Capabilities:
src/capabilities/{hotskills,sleep}/— self-contained feature modules. Browser work is an externalcloakCLI plus managed B-session routing. Registry auto-generated by esbuild plugin atsrc/capabilities/_registry.generated.ts. - Components:
src/components/— core subsystems (memory, tasks, pipeline, sessions, secrets, etc.).
Model-call chokepoint: spin(spec) (#1271)
All LLM calls go through spin.spin(spec) — the single async method in
src/components/spin.ts. Per-type behavior is driven by the SessionProfile
registry (src/components/spin-profiles.ts); adding a new SessionType means
adding a row, not a new method or branch.
- Use
spin({ type, ...spec, await: true })for new code. dispatch/dispatchAwait/sendUserToOrcare deprecated thin wrappers.dispatchBackground(opts)is the entry for non-user-facing one-shots (e.g. compaction summary, system maintenance).grep-invariant test(src/components/spin-invariant.test.ts) enforces: noruntime.complete(or caller-turn.sendPrompt(outside an allowlist. The allowlist is the chokepoint itself + transport machinery + the defensive fallback inopenai-compat-routes.ts.
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 · +9 tokens per session 20910c9e6887
- 1mo ago First seen · 94 lines · 1,386 tokens per session scan A 8fc8b34300a5
abtars AGENTS.md is an instructions file published in the GitHub repository aksika/abtars (10 stars, last pushed yesterday), licensed Apache-2.0. It adds 1,395 tokens to every session, about $0.0056 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).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.