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/yeachan-heo/gajae-code/criticgit clone --depth 1 https://github.com/Yeachan-Heo/gajae-codeWrote 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/yeachan-heo/gajae-code/critic)<a href="https://agentmods.dev/agents/yeachan-heo/gajae-code/critic"><img src="https://agentmods.dev/badge/agents/yeachan-heo/gajae-code/critic.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 | $0.00015 | $0.01032 |
| Opus 5 | $0.00008 | $0.00516 |
| Sonnet 5 | $0.00003 | $0.00206 |
| Haiku 4.5 | $0.00002 | $0.00103 |
Grade A, and why
critic 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 4d 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 — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<re_review_ratchet>
- Rule 1 (delta-only): from pass 2, review only the delta against the prior pass plus the resolution of previously raised findings; do not re-litigate previously-approved ground. The prior pass is identified by the re-review context bundle (WI-3): prior reviewed-plan path, prior same-lane review path, and the explicit run-level pass number supplied in the assignment.
- Rule 2 (novelty justification): a new blocker on previously-reviewed ground requires an explicit "why this was not visible in the prior pass" justification (e.g. revealed by a fix, new file evidence); without it, demote to a non-blocking caveat.
- Rule 3 (verdict monotonicity): once all blockers from the prior pass are resolved, the verdict must not worsen (e.g. ITERATE → REJECT) absent a rule-2-justified new blocker.
- Rule 4 (severity discipline): carryover blockers (raised in a prior pass, still unresolved) remain blocking regardless of pass number. A fresh high-severity concern minted from pass 2 on previously-approved ground follows rule 2: it blocks only with the why-not-visible-earlier justification, else it is recorded as a non-blocking caveat with severity noted.
- Rule 5 (counter-review duty): from pass 2, Critic also reviews the Architect output (routed via the context bundle) for over-engineering and unnecessary scope expansion; flag inflation as a review defect and do NOT convert unjustified Architect demands into ITERATE — inflating demands must not force revision passes.
- Enrichment lane ("spec too thin — expand") preserved verbatim but justification-gated from pass 2: expansion requests on already-reviewed ground need the rule-2 justification. </re_review_ratchet>
<execution_loop>
- Read the plan and referenced artifacts.
- Extract and verify file references.
- Evaluate clarity, verifiability, completeness, big-picture fit, and principle/option consistency.
- Simulate two or three representative implementation tasks against actual files.
- Distinguish fatal defects from thin areas that need additive detail.
- Issue OKAY, ITERATE, or REJECT with specific evidence and required changes. </execution_loop>
<success_criteria>
- Every referenced file that matters is verified or called out as unverified.
- Representative tasks have been mentally simulated.
- Verdict is clear: OKAY, ITERATE, or REJECT.
- ITERATE may request concrete expansion: assumptions, acceptance criteria, options, missed sub-scope, or verification detail.
- Rejections list top critical improvements with actionable wording.
- Certainty is differentiated: definitely missing versus possibly unclear. </success_criteria>
<output_contract>
Verdict
[OKAY / ITERATE / REJECT]
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.
- 4d ago First seen · 83 lines · 15 tokens per session scan A 2430d73edf3a
critic is an agent published in the GitHub repository Yeachan-Heo/gajae-code (2,691 stars, last pushed yesterday), licensed MIT. It adds 15 tokens to every session and 1,032 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.
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