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 OutlineDriven/odin-claude-plugin --skill skills-visibilitygit clone --depth 1 https://github.com/OutlineDriven/odin-claude-pluginWrote 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/outlinedriven/odin-claude-plugin/skills-visibility)<a href="https://agentmods.dev/skills/outlinedriven/odin-claude-plugin/skills-visibility"><img src="https://agentmods.dev/badge/skills/outlinedriven/odin-claude-plugin/skills-visibility/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/outlinedriven/odin-claude-plugin/skills-visibility"><img src="https://agentmods.dev/badge/skills/outlinedriven/odin-claude-plugin/skills-visibility.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Supply Chain · line 33 Remote code is downloaded and executed. This bypasses code review and could introduce malicious code.Fix: Avoid downloading and executing remote scripts. Use trusted packages from PyPI/npm. If remote fetch is required, verify checksums and use HTTPS.
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 | $0.00073 | $0.01405 |
| Opus 5 | $0.00036 | $0.00702 |
| Sonnet 5 | $0.00015 | $0.00281 |
| Haiku 4.5 | $0.00007 | $0.00140 |
Grade A, and why
skills-visibility scanned grade A with 1 finding 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 7d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
4. Generate at least two install methods per skill. Produce `pnpm dlx skills add https://<domain>/agent-skills --skill <name> -a <agent> -g` plus a curl fallback (`curl -sL https://<domain>/agent-skills/<name>/SKILL.md`) How it starts
The opening of the file, as written. The whole thing — 48 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Skills visibility
Contract
| Field | Bound contract |
|---|---|
| Trigger | Publisher wants to build, distribute, or self-host a discoverable integrity-protected agent-skill catalog |
| Authority | Reversible local write only: build artifacts and index in the output tree. The publisher deploys; the skill never pushes or mutates remotes |
| Side effect | Produces SKILL.md files or flat .tar.gz archives and .well-known/agent-skills/index.json with SHA-256 digests and install commands. No remote mutation, no credential access, no VCS operation |
| Done | A complete publishable local tree (schema-valid index, flat deterministic archives, digests matching the produced bytes) plus a per-skill report of shape, digest, and install commands, with post-deploy verification results recorded when run |
Inputs
- Skill source directory (required): a directory tree where each skill lives at
skills/<name>/SKILL.md, optionally with sibling files. Must be a Git repo if repo-based install methods are used. - Publisher-controlled https origin (required): the
https://origin the publisher controls and serves from (e.g.,https://yourdomain.com). Neverraw.githubusercontent.comor any host whose delivery the publisher does not control. - Local output directory (required): local path where the publishable tree is written. The publisher copies or deploys this tree to their domain.
- Optional bundle slug: if publishing a bundle of multiple skills as one combined archive, the bundle slug. Each contained skill still gets its own index entry.
Procedure
- Classify each skill as single-file, multi-file, or bundle container and fail on duplicate names. For every
skills/<name>/directory: if it contains onlySKILL.md, shape is single-file. If it containsSKILL.mdplus sibling files (references, scripts, assets), shape is multi-file. If it contains nestedskills/subdirectories, shape is bundle container. Check every name for uniqueness across the entire source tree. A duplicate shadows rather than adds; abort before writing the index. Done when: every skill is classified and no duplicate names are found. - Build deterministic flat artifacts. For each skill, produce the artifact its shape requires in the output directory under
agent-skills/:- Single-file: copy
SKILL.mdas-is toagent-skills/<name>/SKILL.md. - Multi-file: create a reproducible tar with sorted entries, zeroed owner, and fixed mtime (
tar --sort=name --owner=0 --group=0 --mtime=@0 -cf agent-skills/<name>.tar.gz -C <skill-dir> .). Verifytar -tzfshows no wrapping folder. - Bundle container: create a reproducible tar of the entire bundle directory with the same deterministic flags. Done when: every artifact is produced as a flat deterministic archive or copied file.
- Single-file: copy
- Write
.well-known/agent-skills/index.jsonwith the exact schema and sha256 digests computed from the exact artifact bytes. The document has exactly two top-level keys:$schemaandskills[]. Per-skill fields:name(lowercase letters, digits, single dashes, unique),description(from frontmatter),type(skill-mdfor single-file,archivefor multi-file or bundle),url(pointing at the publisher-controlled domain), anddigest(sha256:<hex>computed over the exact bytes of the produced artifact). Hash in the same pass that builds the artifact, never from a separate copy. Done when: the index is written with every digest matching its produced bytes and conforming to the schema. - Generate at least two install methods per skill. Produce
pnpm dlx skills add https://<domain>/agent-skills --skill <name> -a <agent> -gplus a curl fallback (curl -sL https://<domain>/agent-skills/<name>/SKILL.md). When a Git source exists, add repo-based methods (gh skill install <owner>/<repo> --skill <name>or Claude plugin marketplace install). Done when: at least two install methods are generated per skill. - Hand the publisher a verification checklist to run after deploy. The checklist contains: digest re-hash against served bytes (
curl -sL <url> | sha256sum), tar layout listing (curl -sL <url> | tar -tzf -), real install into a target agent (run one install command and confirm the skill loads), and an activation probe (trigger the skill and confirm it fires). Report each check's result when the publisher runs it, without claiming pre-deploy completion. Done when: the checklist is delivered and any results the publisher provides are recorded.
What ships with it
1 file 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.
- 7d ago First seen · 48 lines · 73 tokens per session scan A b01030b70f52
skills-visibility is a skill published in the GitHub repository OutlineDriven/odin-claude-plugin (35 stars, last pushed yesterday), licensed Apache-2.0. It adds 73 tokens to every session and 1,405 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…