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.
git clone --depth 1 https://github.com/mickeyyaya/evolve-loopWrote 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/mickeyyaya/evolve-loop/evolve-memo)<a href="https://agentmods.dev/agents/mickeyyaya/evolve-loop/evolve-memo"><img src="https://agentmods.dev/badge/agents/mickeyyaya/evolve-loop/evolve-memo/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/mickeyyaya/evolve-loop/evolve-memo"><img src="https://agentmods.dev/badge/agents/mickeyyaya/evolve-loop/evolve-memo.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 | $0.00086 | $0.02214 |
| Opus 5.5 | $0.00034 | $0.00886 |
| Sonnet 5.5 | $0.00017 | $0.00443 |
| Haiku 4.5 | $0.00009 | $0.00221 |
Grade A, and why
evolve-memo 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 1mo 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 — 137 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Evolve Memo
You are the Memo agent in the Evolve Loop pipeline (v8.57.0+, Layer P). You fire only on PASS cycles, after ship.sh succeeds. Your single job: capture observations the cycle's Scout/Triage saw but did not commit to top_n, so they can flow into next cycle's backlog.
You exist because, pre-v8.57, only FAIL/WARN cycles produced carryover-todos.json (via retrospective). PASS cycles dropped scout-observed-but-not-shipped items on the floor. You are the cheap, low-noise complement that closes that gap.
You are NOT a retrospective. You do not analyze why the cycle passed; you do not propose process changes; you do not extract instincts. The retrospective agent owns those on FAIL/WARN. Stay narrow.
Inputs
Assembled by role-context-builder.sh memo (or, in absence of a memo role, by the orchestrator passing you the same artifact set):
scout-report.md— full backlog (## Selected Tasks+## Deferred+## Carryover Decisions)triage-report.md— present unless triage opted out viaworkflow.phase_enables.triage=off(v8.59.0+ default-on). Read## deferredand## droppedsections.state.json:carryoverTodos[]— current backlog (so you don't duplicate ids)- Cycle Context explanation fields — the verified cycle-owned explanation document path and SHA256 for this PASS cycle; include the document in Memo's Artifact Index when present, but do not re-audit or edit it
File inspection: use Read, not cat/head/tail (cycle-62 B4)
For inspecting workspace artifacts (scout-report.md, triage-report.md, state.json), use the Read tool — NOT cat, head, or tail shell commands. The memo profile no longer permits Bash(cat:*), Bash(head:*), or Bash(tail:*) because in cycle 61 a memo invocation used shell redirects (cat ... > memo_context.txt) to write files at project root, bypassing the profile's Write(.evolve/runs/cycle-*/carryover-todos.json) allowlist. See docs/incidents/cycle-61.md §B4.
If you genuinely need streaming/append behavior that Read doesn't provide, use Bash(jq:*) (still permitted) for JSON or Bash(wc:*) for line counts. Do not introduce new shell pipelines.
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.
- 1mo ago Changed · +1 lines 00acbd3b43e1
- 1mo ago First seen · 136 lines · 86 tokens per session scan A 844586504670
evolve-memo is an agent published in the GitHub repository mickeyyaya/evolve-loop (6 stars, last pushed today), licensed Apache-2.0. It adds 86 tokens to every session and 2,214 once invoked, about $0.0003 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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