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 syncable-dev/memtrace-public --skill memtrace-firstgit clone --depth 1 https://github.com/syncable-dev/memtrace-publicWrote 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/syncable-dev/memtrace-public/memtrace-first)<a href="https://agentmods.dev/skills/syncable-dev/memtrace-public/memtrace-first"><img src="https://agentmods.dev/badge/skills/syncable-dev/memtrace-public/memtrace-first/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/syncable-dev/memtrace-public/memtrace-first"><img src="https://agentmods.dev/badge/skills/syncable-dev/memtrace-public/memtrace-first.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 | $0.00115 | $0.04260 |
| Opus 5.5 | $0.00046 | $0.01704 |
| Sonnet 5.5 | $0.00023 | $0.00852 |
| Haiku 4.5 | $0.00012 | $0.00426 |
Grade A, and why
memtrace-first 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.
The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
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 First seen · 258 lines · 115 tokens per session scan A 4905e3a64a40
memtrace-first is a skill published in the GitHub repository syncable-dev/memtrace-public (500 stars, last pushed today), with no licence file. It adds 115 tokens to every session and 4,260 once invoked, about $0.0005 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 2026-08-30.
Other skills, from other repositories
cartograph
Explore a codebase through Cartograph v2's PostgreSQL code graph: intent-aware context, exact/BM25/hybrid search, callers/callees/impact, affected tests, live source, review, freshness, and bounded index administration.
x-ray
Deep codebase exploration using semantic search and relationship mapping. Use when you need to understand the current codebase.
Sverklo Code Intelligence
Gives you deep codebase understanding — semantic search, blast-radius analysis, PR review, and health audits.
use-ivygrep
Gather focused local repository context with ivygrep before implementing, debugging, reviewing, or explaining code. Use for coding tasks involving unfamiliar paths, branch changes, stack traces, architectural relationships, callers, dependents, tests, configuration, or documentation. Prefer one bounded context pack…
code-graphs
Build deterministic structure / dependency / call / entry-point-flow graphs from a repository's real code, with source-traceable file nodes and definitions. No invented nodes or edges; ambiguous references are flagged, not guessed.
build-test
Run the project's build / typecheck / lint / test commands and emit the build.passing + tests.passing signals devloop convergence reads.