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 agentmods add skills/miroapp/miro-ai/miro-code-reviewnpx skills add miroapp/miro-ai --skill miro-code-reviewgit clone --depth 1 https://github.com/miroapp/miro-aiWrote 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/miroapp/miro-ai/miro-code-review)<a href="https://agentmods.dev/skills/miroapp/miro-ai/miro-code-review"><img src="https://agentmods.dev/badge/skills/miroapp/miro-ai/miro-code-review.svg" alt="Measured on agentmods" 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 | $0.00076 | $0.04485 |
| Opus 5 | $0.00038 | $0.02243 |
| Sonnet 5 | $0.00015 | $0.00897 |
| Haiku 4.5 | $0.00008 | $0.00449 |
Grade B, and why
miro-code-review scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reaches for credential filesmediumPrivilege escalation
SSH keys, cloud credentials, git-credentials, .npmrc, /etc/shadow: reading these is how a config file becomes a credential leak.
- If no first-party CLI is available for the detected platform, fall back to authenticated REST via `curl` using whatever credentials the user already has configured (e.g. `~/.netrc`, env var tokens like `$GITHUB_TOKEN`, Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- If no first-party CLI is available for the detected platform, fall back to authenticated REST via `curl` using whatever credentials the user already has configured (e.g. `~/.netrc`, env var tokens like `$GITHUB_TOKEN`, How it starts
The opening of the file, as written. The whole thing — 311 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Visual Code Review
Generate a comprehensive visual code review on a Miro board from a pull/merge request, local changes, or a branch comparison. Includes architecture analysis, security review, and optionally enriches with enterprise documentation. After the artifacts are created, link them back from the PR/MR description so reviewers can find them without leaving their forge.
The user provides a Miro board URL plus one source: a PR/MR number, owner/repo#number (or group/project!number), a full PR/MR URL, the keyword "local changes", or a branch name to compare against the default branch. The skill is platform-agnostic: it detects the forge from the URL or the configured git remote and uses whichever CLI is available locally.
Workflow
1. Identify the source from the user's request
Determine the source type and infer the platform from the URL or configured git remote:
- A bare number → PR/MR in the current repo (infer the platform from the configured git remote:
git remote get-url origin) owner/repo#number(orgroup/project!numberfor GitLab-style) → PR/MR in an external repo on the same platform as the current remote, unless a host is given- A full URL → extract host, owner/group, repo/project, and PR/MR number from the URL; the host determines the platform
- "local changes" / uncommitted work → local diff only, no PR
- A branch name → local diff against the default branch (
mainor whatever the remote shows as default)
Tool selection
Pick the CLI based on what's installed and what the source points at. Do not assume gh. Run command -v <cli> to check availability before invoking:
- GitHub URLs /
github.comremote →ghCLI if available - GitLab URLs /
gitlab.comor self-hosted GitLab →glabCLI if available - If no first-party CLI is available for the detected platform, fall back to authenticated REST via
curlusing whatever credentials the user already has configured (e.g.~/.netrc, env var tokens like$GITHUB_TOKEN,$GITLAB_TOKEN) - For local / branch-comparison sources, plain
gitis sufficient — no platform CLI needed
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 6d ago First seen · 311 lines · 76 tokens per session scan B 947b165d54e4
miro-code-review is a skill published in the GitHub repository miroapp/miro-ai (151 stars, last pushed 10d ago), licensed MIT. It adds 76 tokens to every session and 4,485 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it B with 2 findings (reaches for credential files, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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