Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/calionauta/stelow/agents-mdgit clone --depth 1 https://github.com/calionauta/stelowWrote 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/calionauta/stelow/agents-md)<a href="https://agentmods.dev/instructions/calionauta/stelow/agents-md"><img src="https://agentmods.dev/badge/instructions/calionauta/stelow/agents-md.svg" alt="Measured on agentmods" 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 | $0.04112 | $0.04112 |
| Opus 5 | $0.02056 | $0.02056 |
| Sonnet 5 | $0.00822 | $0.00822 |
| Haiku 4.5 | $0.00411 | $0.00411 |
Grade C, and why
stelow AGENTS.md scanned grade C with 2 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
- **sem** ([Ataraxy-Labs/sem](https://github.com/Ataraxy-Labs/sem)) — entity-level diff for Execution Critique (functions, types, methods instead of raw lines). Cross-platform install: `curl -fsSL https://raw.githubuserc Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- **sem** ([Ataraxy-Labs/sem](https://github.com/Ataraxy-Labs/sem)) — entity-level diff for Execution Critique (functions, types, methods instead of raw lines). Cross-platform install: `curl -fsSL https://raw.githubuserc How it starts
The opening of the file, as written. The whole thing — 236 lines — stays where its author put it; the contents beside it link to each section on GitHub.
stelow
Transform product ideas into approved, testable plans — systematically.
Project Overview
Type: Skills-only, host-agnostic product workflow library. The product is
25 portable agentskills-compatible skills (skills/stelow-product-* + skills/stelow-workflow-*) plus a
zero-dependency shell helper (scripts/stelow). There is no extension code,
no compiled plugin, and no per-host adapter in the repo.
Stack: bash + python3 (runtime), Node 20+, TypeScript strict (tooling/tests).
Hosts: any agent that reads ~/.agents/skills/<name>/SKILL.md (the
agentskills.io standard) — pi.dev, Fusion, Multica, Claude Code, Codex, Cursor,
Continue, OpenCode, …
Architecture
See architecture.md for module layout, data flow, and how to
extend. The 17-stage state machine is defined in
skills/stelow-workflow-orchestrator/stages.yaml (single source of truth);
skills/stelow-workflow-orchestrator/references/transitions.md is the
data-only mirror that scripts/stelow advance and the router validate against
(regenerate from stages.yaml — do not edit by hand). Visual review gates
(gate, int-gate, plan-gate, diff-gate) are conditional by review mode —
see stages.yaml.
Top-level layout
| Directory | Purpose |
|---|---|
skills/stelow-workflow-entry/ |
Entry point: intent classification, state.md scaffold, first-stage selection (loaded when STELOW_WORKFLOW=1). |
skills/stelow-workflow-router/ |
Router: validate next candidate, advance via helper, load next stage, append hand-off audit. |
skills/stelow-workflow-orchestrator/ |
Orchestrator + stages.yaml + stages/*.md + references/transitions.md. |
skills/stelow-product-*/ + skills/stelow-workflow-*/ |
The 23 other self-contained planning sub-skills. |
scripts/stelow |
Portable helper: status [--json], advance <candidate>, doctor [--json] (lock + TTL, invariants). |
types/stages.ts |
Stage-model TS interfaces mirroring stages.yaml. |
stelow.schema.json / stelow.json |
Workflow tracking schema + per-project runtime state. |
tests/ |
Vitest: unit/ + integration/ + skills/ contract tests. |
docs/design/, docs/agents-md-refs/ |
Historical design docs + agent reference notes. |
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 Changed · +2 lines · +206 tokens per session 08927af4ba49
- 4d ago First seen · 234 lines · 3,906 tokens per session scan C 04f998cdf4d2
stelow AGENTS.md is an instructions file published in the GitHub repository calionauta/stelow (10 stars, last pushed yesterday), licensed MIT. It adds 4,112 tokens to every session, about $0.0206 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). 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).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
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 oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
next.js AGENTS.md
Instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.