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 skills add andreadellacorte/groove --skill groove-utilities-memory-graduategit clone --depth 1 https://github.com/andreadellacorte/grooveWrote 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/skills/andreadellacorte/groove/groove-utilities-memory-graduate)<a href="https://agentmods.dev/skills/andreadellacorte/groove/groove-utilities-memory-graduate"><img src="https://agentmods.dev/badge/skills/andreadellacorte/groove/groove-utilities-memory-graduate/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/skills/andreadellacorte/groove/groove-utilities-memory-graduate"><img src="https://agentmods.dev/badge/skills/andreadellacorte/groove/groove-utilities-memory-graduate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
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 | $0.00041 | $0.00716 |
| Opus 5 | $0.00020 | $0.00358 |
| Sonnet 5 | $0.00008 | $0.00143 |
| Haiku 4.5 | $0.00004 | $0.00072 |
Grade A, and why
groove-utilities-memory-graduate 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 12d 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 — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.
groove-utilities-memory-graduate
Promote a stable workflow insight from .groove/memory/learned/ into AGENTS.md as a permanent constraint — visible to every agent session without needing to run prime.
Use $ARGUMENTS as the topic or insight text if provided.
Outcome
The lesson is appended to a <!-- groove:learned:start --> / <!-- groove:learned:end --> section in AGENTS.md, making it permanently visible to all future sessions.
Acceptance Criteria
- Insight is appended to the
## Graduated Learningssection inAGENTS.md - Section is created if it does not exist
- User confirms the exact text before writing
- Source
learned/<topic>.mdentry is marked as graduated (not deleted)
Steps
- Memory path is always
.groove/memory/ - If $ARGUMENTS names a topic, read
.groove/memory/learned/<topic>.mdand show its entries. Otherwise, list all*.mdfiles in.groove/memory/learned/and ask which topic to graduate from. - Show the file contents; ask: "Which entry should be graduated? (paste or describe it)"
- Show the exact text that will be written to AGENTS.md; ask: "Confirm? (yes / edit / skip)"
- If confirmed: write to AGENTS.md (see section management below)
- Mark the entry in the learned file by appending
[graduated YYYY-MM-DD]inline after the bullet - Report: "Lesson graduated to AGENTS.md → ## Graduated Learnings"
Section management in AGENTS.md
Look for a <!-- groove:learned:start --> / <!-- groove:learned:end --> block:
- If the block exists: append the new insight as a bullet under
## Graduated Learningsinside the block - If the block does not exist: append the following to the end of
AGENTS.md:
<!-- groove:learned:start -->
## Graduated Learnings
Stable workflow insights promoted from `.groove/memory/learned/`. These apply to every session.
- <insight text>
<!-- groove:learned:end -->
Each entry is a single bullet: - <insight text> *(from learned/<topic>.md, graduated YYYY-MM-DD)*
Constraints
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.
- 12d ago First seen · 64 lines · 41 tokens per session scan A 11826bec51ad
groove-utilities-memory-graduate is a skill published in the GitHub repository andreadellacorte/groove (5 stars, last pushed 1mo ago), licensed MIT. It adds 41 tokens to every session and 716 once invoked, about $0.0002 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 2026-08-31.
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