curate

curate is a skill for Claude Code, Codex from toejough/engram. It costs 101 tokens per session (2,700 once invoked), scanned A, original, Apache-2.0.

A review tool for pending memory notes that have been submitted to a shared knowledge vault but not yet checked against its existing notes.

In plain words
What is it for?
Use it when new memory offers are waiting for review, after a memory write signals pending notes, or when you are explicitly asked to curate the vault.
Why use it?
It helps prevent duplicate, overlapping, or conflicting lessons from entering the vault without review. The notes are judged locally against the vault's current contents.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when new memory offers are waiting for review, after a memory write signals pending notes, or when you are explicitly asked to curate the vault.

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Install with agentmods
npx agentmods add skills/toejough/engram/curate
Install

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.

Any agent
npx skills add toejough/engram --skill curate
Clone the repo
git clone --depth 1 https://github.com/toejough/engram

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for curate

README.md
[![agentmods](https://agentmods.dev/badge/skills/toejough/engram/curate/github.svg)](https://agentmods.dev/skills/toejough/engram/curate)
Your own site
<a href="https://agentmods.dev/skills/toejough/engram/curate"><img src="https://agentmods.dev/badge/skills/toejough/engram/curate/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.

agentmods 80×15 button for curate

Your own site · 80×15
<a href="https://agentmods.dev/skills/toejough/engram/curate"><img src="https://agentmods.dev/badge/skills/toejough/engram/curate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 101 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,700 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00101 $0.02700
Opus 5.5 $0.00040 $0.01080
Sonnet 5.5 $0.00020 $0.00540
Haiku 4.5 $0.00010 $0.00270

Measured 16d ago against content hash 06a8c86096fd, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

curate 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 16d 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.

agent-instructions/skills/curate/SKILL.md · 137 lines

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.

Curate — Judge Pending Offers Against the Host Vault

An offer (a served engram learn from a child, or a parent note pulled down by engram activate) lands as a pending offer: a real note file, marked pending: true, that hasn't yet been reviewed against the vault's existing (non-pending) notes. Curation is that review — the same agent-judged covered/near/absent reasoning recall's Step 2.5 performs against query candidates, applied instead to a pending offer against the host vault's existing notes.

Host-local only, on your own initiative. engram serve's only job on an offer is stamp the declared identity, persist the pending marker (or update the same origin's pending offer in place), respond; a pull-down's only job is fetch and persist the pending copy — judgment happens later, off the request path, never synchronously inside the HTTP request that created the offer. Invoke this skill reactively, whenever you notice one of the three surfacing signals (query payload flag, update notice, write-path nudge), or whenever explicitly asked to curate.

Special Case — Pending Skill Runbook Notes

A pending runbook note that carries a skill_hash field is a skill's registration offer, not a served write. Handle it separately from regular pending offers — never judge it covered/near/absent, never discard it, and always keep it in the vault.

For new notes (no runbook fields yet): Author its situation, done_when, triggers, and red_flags from the skill's body:

  • situation: when would an agent reach for this skill (retrieval-shaped phrasing, e.g. "reviewing code for style violations")
  • done_when: the observable end state (e.g. "all flagged issues fixed or documented")
  • triggers: literal user phrasings that should fire it (e.g. "code review", "style check"; may be empty)
  • red_flags: the skill's key failure modes — aim for the 1200-byte engram query preview budget (rendered YAML bytes); never drop a valid red flag to fit

Amend the note: engram amend --target <basename> --situation="<text>" --done-when="<text>" --red-flag="<text>" --trigger="<phrase>" (repeat --trigger and --red-flag for multiple entries). A free-text flag value (for example --situation, --source, --subject, --behavior) must be written as --flag="value" — the quote touching the =, no space — because a value beginning with - is otherwise misread as a new flag and the command fails. Then clear the marker: engram amend --target <basename> --clear-pending (a skill note has no xid, so engram show prints no # exchange_hash line and there is no --expect-hash to pass).

Read the full file on GitHub · 137 lines

Changes

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.

  1. 16d ago Changed 06a8c86096fd
  2. 17d ago Changed · +2 lines 786ac45ef882
  3. 20d ago Changed · +32 lines · +2 tokens per session fc6443df5160
  4. 23d ago Changed · +19 lines 67b699e669fb
  5. 1mo ago First seen · 84 lines · 99 tokens per session scan A 692ec5f5be46

Subscribe to this mod's changes

curate is a skill published in the GitHub repository toejough/engram (8 stars, last pushed yesterday), licensed Apache-2.0. It adds 101 tokens to every session and 2,700 once invoked, about $0.0004 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.