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 agents/zyqzyq/unfour/start_heregit clone --depth 1 https://github.com/zyqzyq/UnfourWrote 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/agents/zyqzyq/unfour/start_here)<a href="https://agentmods.dev/agents/zyqzyq/unfour/start_here"><img src="https://agentmods.dev/badge/agents/zyqzyq/unfour/start_here.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 | $0.00000 | $0.00924 |
| Opus 5 | $0.00000 | $0.00462 |
| Sonnet 5 | $0.00000 | $0.00185 |
| Haiku 4.5 | $0.00000 | $0.00092 |
Grade A, and why
START_HERE 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 — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI Agent Start Here
This is the stable repository onboarding entrypoint for AI coding tools working in Unfour. Use it to choose the smallest useful context set before touching files.
Source Priority
Use these sources in order when documents overlap:
- Root
AGENTS.mdfor global rules, package boundaries, command-bus expectations, verification defaults, and reporting requirements. - The current user task for scope and acceptance criteria.
- This file for repository reading order.
docs/architecture/*for durable architecture, storage, package boundary, and security model details.docs/ui/*for UI design-system and interaction rules.docs/testing/*anddocs/release/*for release-readiness and verification expectations.- Package or crate
AGENTS.md/README.mdfor local ownership rules.
Historical checkpoint, progress, task, and audit files live under
docs/archive/. They are useful for archaeology only and must not override the
active documents above.
Recommended Reading Order
Read in this order, stopping when the task has enough context:
AGENTS.md.docs/agents/START_HERE.md.- For package boundaries or dependency direction:
docs/architecture/package-boundaries.md. - For repository shape or call chains:
docs/architecture/project-structure.md. - For persistence, credentials, activity, or workspace scope:
docs/architecture/data-storage.mdanddocs/architecture/security-model.md. - For UI, layout, component, style, or interaction changes:
design.md,docs/ui/design-system.md, anddocs/ui/interaction-guidelines.md. - For MCP work:
docs/mcp/overview.md,docs/mcp/tools.md, anddocs/mcp/codex-setup.md. - For release or verification work:
docs/testing/release-verification.md,docs/testing/manual-test-cases.md, anddocs/release/release-checklist.md. - The relevant package or crate
AGENTS.md/README.md, if present. - Source files, only as needed to understand or change the implementation.
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 First seen · 100 lines · 0 tokens per session scan A e68ca40ad3ab
START_HERE is an agent published in the GitHub repository zyqzyq/Unfour (2 stars, last pushed 3d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 924 tokens. 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 agents, from other repositories
altai-implementer
Implements one bounded ALTAI roadmap slice and its tests. Default working agent for roadmap PRs.
altai-explorer
Read-only ALTAI repository exploration. Use when file ownership or existing patterns are unclear before implementing a roadmap item.
altai-reviewer
Read-only diff review for a risky ALTAI PR. Reports actionable findings only.
altai-test-triage
Triages failing tests/logs into product defects, flaky tests, environment problems, and pre-existing failures.
Test Engineer
Writes tests first, then implementation. Strict TDD.
researcher
Sample subagent that does focused research on a single question.