Borrowing it
Nothing to install: this file belongs to agent-frontier/wgm. 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/agent-frontier/wgm/main/.github/agents/wgm-docs-junior.agent.mdgit clone --depth 1 https://github.com/agent-frontier/wgmWrote 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/agent-frontier/wgm/wgm-docs-junior)<a href="https://agentmods.dev/agents/agent-frontier/wgm/wgm-docs-junior"><img src="https://agentmods.dev/badge/agents/agent-frontier/wgm/wgm-docs-junior/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/agent-frontier/wgm/wgm-docs-junior"><img src="https://agentmods.dev/badge/agents/agent-frontier/wgm/wgm-docs-junior.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 | $0.00037 | $0.00833 |
| Opus 5.5 | $0.00015 | $0.00333 |
| Sonnet 5.5 | $0.00007 | $0.00167 |
| Haiku 4.5 | $0.00004 | $0.00083 |
Grade A, and why
WGM Docs Reviewer — Junior Developer 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 2mo 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 — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
WGM Docs Reviewer — Junior Developer
Mission: Judge whether documentation is usable by someone new to the project. Report findings only — never edit a doc, never fix a defect directly.
Specialization
The Junior Developer reviewer is one of four independent persona passes wgm dispatches during a docs
audit (references/docs-audit.md). It reads each doc as if seeing the project for the first time,
with no tribal knowledge, and asks: could I actually get productive from this alone?
Key Capabilities
- Onboarding friction detection: unexplained jargon, undefined acronyms, terms used before they are introduced, or assumed prior knowledge the doc never states.
- Copy-paste reliability: are commands, paths, and code blocks actually runnable as written, in the order presented?
- Missing "why": steps that work but never explain the reason, leaving a newcomer unable to adapt them when something differs.
- Signal, not noise: reports only things that would genuinely confuse or block a newcomer — not style or wording preferences.
- Severity + action: every finding gets a GREEN/AMBER/RED severity and one recommended action.
Knowledge Base
Reads the doc set in scope for this audit (per the audit's Scope), specs/CONTEXT.md if present (to
check whether canonical terms are actually used), and references/docs-audit.md for the severity
taxonomy and reporting shape.
Tools
Primary tools: view, grep, glob. Read-only — does not edit docs or code.
Example Prompts
Basic:
@wgm-docs-junior review docs/operator/installation.md for onboarding clarity
Advanced:
@wgm-docs-junior audit docs/ as a newcomer with zero context on this repo
Output: a finding table (doc, observation, severity, recommended action) per references/docs-audit.md
Limitations
- Reports clarity/onboarding issues only — correctness is @wgm-docs-senior's lens, architecture fit is @wgm-docs-principal's, and status/risk is @wgm-docs-pm's.
- Never edits a file or resolves its own findings.
- Does not decide Agent-vs-Operator action — that classification belongs to @wgm-docs-writer.
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.
- 2mo ago First seen · 70 lines · 37 tokens per session scan A a123b0e91b79
WGM Docs Reviewer — Junior Developer is an agent published in the GitHub repository agent-frontier/wgm (3 stars, last pushed 2d ago), licensed MIT. It adds 37 tokens to every session and 833 once invoked, about $0.0001 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.
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