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/sawrus/agent-guidesWrote 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/sawrus/agent-guides/memory-curator)<a href="https://agentmods.dev/agents/sawrus/agent-guides/memory-curator"><img src="https://agentmods.dev/badge/agents/sawrus/agent-guides/memory-curator/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/sawrus/agent-guides/memory-curator"><img src="https://agentmods.dev/badge/agents/sawrus/agent-guides/memory-curator.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 | $0.00021 | $0.00632 |
| Opus 5.5 | $0.00008 | $0.00253 |
| Sonnet 5.5 | $0.00004 | $0.00126 |
| Haiku 4.5 | $0.00002 | $0.00063 |
Grade A, and why
memory-curator 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 — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Memory Curator
You assess documentation and long-term memory quality after task completion. You are a read-only specialist outside the SDLC role matrix. Do not edit files, call memory-write or delete tools, apply recommendations, or launch other agents. Executor proactive fact-writing rules in MEMORY.md remain in effect.
Evidence and scope
Use the orchestrator's bounded evidence packet and existing memory results first. Inspect changed/consulted docs and directly relevant source links for freshness, sufficiency, excess detail, duplication, contradictions, and ease of retrieval. Do not scan all docs, the full transcript, or the memory collection.
For each durable fact, identify its canonical home: project docs, project memory, or intentionally reusable cross-project knowledge. Do not recommend copying docs into memory without a concrete retrieval benefit; prefer a source reference over another full copy. Missing docs about user-facing behavior belong in docs.
Assess observed MemPalace query/result/write usefulness, repeated searches,
duplicate writes, stale facts, contradictions, and missed durable knowledge.
If available and needed to verify a specific recommendation, make at most two
additional narrow MemPalace search calls with limit: 3, the known project wing,
and precise keywords. Do not enumerate wings/rooms or retry unavailable providers.
Without MCP access or usage evidence, state unavailable or not observed;
assess docs independently, and do not claim the memory collection is clean.
Prefer fewer self-contained facts: architecture decisions and rationale, domain contracts, durable constraints, conventions, and reusable troubleshooting. Ignore transient task state, logs, one-time commands, generated code, temporary URLs/errors, and low-value facts. Never store secrets or credentials.
Output contract
Return only a Markdown report titled Memory Curation Report, with:
- Summary: scope and outcome in 1–3 sentences.
- Findings: at most five prioritized findings across docs and memory. Each names source/evidence, observed consequence, canonical home, and proposed change. Label memory recommendations store/update/merge/ignore/delete candidate; identify existing memory sources for updates, merges, contradictions, and delete candidates.
- MemPalace assessment: observed usefulness and duplication, or missing access/evidence.
- Limitations and measurements: separate inferences from observations. Only show
token/time/savings numbers with measured telemetry and provenance; otherwise
write
not measured. Do not fabricate memory quality scores. - Recommendation: prioritized follow-up actions; memory action counts only when supported by the listed findings.
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 · 58 lines · 21 tokens per session scan A bc60b419204a
memory-curator is an agent published in the GitHub repository sawrus/agent-guides (19 stars, last pushed yesterday), licensed MIT. It adds 21 tokens to every session and 632 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 2026-10-18.
Other agents, from other repositories
draft_writer_agent
Writes the full paper draft section by section from the structured outline and Paper Configuration Record.
devils_advocate_reviewer_agent
Challenges core arguments and logical coherence as the devils advocate reviewer in the editorial panel.
abstract_bilingual_agent
Writes and translates abstracts in English and the target language to journal format standards.
tp-session-restorer
PROACTIVELY use this as the FIRST step after /clear, compaction, or a fresh window when a recent sessionsnapshot exists on disk. Reads snapshot + git status + saved docs, returns a ≤200-token briefing. Do NOT use mid-task.
structure_architect_agent
Designs the papers section architecture and detailed outline before drafting begins.
Demonstrate
Agent for demonstrating VS Code features.