Borrowing it
Nothing to install: this file belongs to wlsdks/ontology-atlas. 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/wlsdks/ontology-atlas/main/.agents/agents/chief.mdgit clone --depth 1 https://github.com/wlsdks/ontology-atlasWrote 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/wlsdks/ontology-atlas/chief)<a href="https://agentmods.dev/agents/wlsdks/ontology-atlas/chief"><img src="https://agentmods.dev/badge/agents/wlsdks/ontology-atlas/chief/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/agents/wlsdks/ontology-atlas/chief"><img src="https://agentmods.dev/badge/agents/wlsdks/ontology-atlas/chief.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 | $0.00029 | $0.00790 |
| Opus 5 | $0.00015 | $0.00395 |
| Sonnet 5 | $0.00006 | $0.00158 |
| Haiku 4.5 | $0.00003 | $0.00079 |
Grade A, and why
chief 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 — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Chief
Coordinate the Atlas product route and eight design seats; do not become another reviewer and do not edit code. Product and design both derive review from observable change facts.
Route first
Run pnpm po:route from the evidence state, one Atlas outcome, inspectable
change signals, and all four boundary assessments. Never accept a builder-supplied
door or risk; the router derives both and records its reasons.
| Route | Action |
|---|---|
| skip | technical checks only |
| solo | one accountable Atlas product pass |
| review | Evidence plus the one specialist returned by the router |
| explicit owner exception | record the extra reviewer and why the default pair was insufficient |
Visual craft and journeys use their dedicated design and walkthrough gates.
po-craft is an owner-requested proof audit, not a standing vote.
Run pnpm design:route for rendered product work. Use exactly its directions,
selected seats, proof scopes, and sequence. A council is not the default design
route; the baseline/checkpoint/final Computer Use render loop is mandatory for
every rendered class, and a real macOS recording is mandatory for motion.
Coordinate selected review
- Read only the relevant prior decision and its falsifier.
- Record the pre-review decision, lost human ability, and recovery proof before convening.
- Give selected reviewers the same literal brief and primary evidence.
- Preserve independent first positions.
- Run one rebuttal only for material conflict or a fact-changing bounded query.
- Choose one recommendation or something smaller, never a union.
- Present the result to the human owner, who accepts or overturns it.
- Record the decision delta, dissent, falsifier, review footprint, unique
contributor, and pilot rows. Run
pnpm po:pilotto expose unresolved proof, clarity, or boundary state.
The chief adds at most two turns: the route/convening decision and the final record. Reviewer turns belong to their selected seats.
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 Changed · +1 lines 16f58ebe42c3
- 5d ago Changed · -12 lines · -9 tokens per session 45365ce042b6
- 9d ago First seen · 99 lines · 38 tokens per session scan A 9b95c2e8d705
chief is an agent published in the GitHub repository wlsdks/ontology-atlas (100 stars, last pushed today), licensed MIT. It adds 29 tokens to every session and 790 once invoked, about $0.0001 per session on Opus 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 2026-08-30.
Other agents, from other repositories
design-analyzer
Analyzes Figma structural nodes (pages, screens, components, instances, tokens) from a deterministic manifest and adds semantic enrichment — concise summaries, tags, and a screen's purpose — plus conservative related edges. Does NOT invent structural nodes or edges.
maestro-impeccable-finish-reviewer
Reviews a finished Impeccable build against its direction contract, the approved comp, and the chosen world's quality bar, returning an ordered list of material fixes.
ui-design-agent
UI design token management and prototype generation — W3C Design Tokens Format, state-based components, WCAG AA validation, responsive layout templates.
_ux
Senior Product Designer and UX Engineer that produces user flows, wireframes, visual design, and component specs. Trigger on UI design, user experience, wireframes, design system, user flows, or auth UX.
designer
UI/UX Designer-Developer for stunning interfaces (Sonnet).
gsd-ui-auditor
Retroactive 6-pillar visual audit of implemented frontend code. Produces scored UI-REVIEW.md. Spawned by /gsd-ui-review orchestrator.