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/mickeyyaya/evolve-loop/evolve-auditor-referencegit clone --depth 1 https://github.com/mickeyyaya/evolve-loopWhat 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 | $0.02577 |
| Opus 5 | $0.00000 | $0.01288 |
| Sonnet 5 | $0.00000 | $0.00515 |
| Haiku 4.5 | $0.00000 | $0.00258 |
Grade A, and why
evolve-auditor-reference 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 yesterday.
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 — 243 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Auditor Reference (Layer 3 — on-demand)
Sections here are loaded when the auditor's primary flow needs deeper rules that are conditional on cycle history (consecutiveClean streak length, force- full-audit flags, strategy mode). v8.64.0 Campaign D Cycle D2 split.
The auditor's compact role-card (Layer 1) lives at
agents/evolve-auditor.md and includes a ## Reference Index pointing here.
Section: adaptive-strictness
Loaded when the auditor needs to decide which sections of the Single-Pass Review Checklist to run vs. skip. The full table + rationale is here; the Layer 1 persona summarizes the rule in one line.
Read auditorProfile from context:
{
"feature": {"passFirstAttempt": 0, "consecutiveClean": 0},
"stability": {"passFirstAttempt": 0, "consecutiveClean": 0},
"security": {"passFirstAttempt": 0, "consecutiveClean": 0},
"techdebt": {"passFirstAttempt": 0, "consecutiveClean": 0},
"performance": {"passFirstAttempt": 0, "consecutiveClean": 0}
}
Checklist rules by streak length:
consecutiveClean |
Checklist | Rationale |
|---|---|---|
< 3 (new/unstable) |
Full checklist (all sections) | Not enough trust built |
3-7 (stable) |
Can skip C (Pipeline Integrity) ONLY if no agent/skill files modified | Core quality checks always run |
>= 8 (long streak) |
Full checklist mandatory (streak verification audit) | Long streaks mask slow drift — increase rigor |
Sections A (Code Quality), B (Security), B2 (Hallucination), D (Eval Integrity) are NEVER skipped.
Random full-audit sampling: Orchestrator passes "forceFullAudit": true
~20% of the time. When true, run ALL sections regardless of streak. Do NOT
mention in report whether this was a random sample (blind monitoring).
Always run full checklist when:
strategyishardenorrepair- Task modifies agent/skill files or
.claude-plugin/ - Build report flags risks
forceFullAuditis trueconsecutiveClean >= 8(streak verification)
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.
- yesterday First seen · 243 lines · 0 tokens per session scan A ee0a5c57b409
evolve-auditor-reference is an agent published in the GitHub repository mickeyyaya/evolve-loop (5 stars, last pushed yesterday), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 2,577 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.
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