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 keli-wen/dev-skills --skill readoutgit clone --depth 1 https://github.com/keli-wen/dev-skillsWrote 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/keli-wen/dev-skills/readout)<a href="https://agentmods.dev/skills/keli-wen/dev-skills/readout"><img src="https://agentmods.dev/badge/skills/keli-wen/dev-skills/readout.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 | $0.00116 | $0.01791 |
| Opus 5 | $0.00058 | $0.00896 |
| Sonnet 5 | $0.00023 | $0.00358 |
| Haiku 4.5 | $0.00012 | $0.00179 |
Grade A, and why
readout 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 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.
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
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 6d ago First seen · 59 lines · 116 tokens per session scan A 8af0c00e7d9a
readout is a skill published in the GitHub repository keli-wen/dev-skills (9 stars, last pushed 13d ago), with no licence file. It adds 116 tokens to every session and 1,791 once invoked, about $0.0006 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.
Other skills, from other repositories
context-vigilance
Lossless Group's framework for managing context-v/ directories in any project. Use whenever creating, updating, or organizing files in any context-v/ folder (specs, plans, prompts, blueprints, reminders, agent-skills, explorations, issues — plus the universal extra/ and sitemap/, and the experimental loops/…
maintain-splash-pages
The Lossless Group's pattern for repo-level splash pages — small Astro sites at /splash/ that ship to GitHub Pages on push to main, render the repo's changelog/ + context-v/ alongside curated marketing copy, and stay isolated from any package the repo also publishes. Use proactively whenever scaffolding a noteworthy…
changelog-conventions
How The Lossless Group writes and structures changelog/ entries across all repos (projects, true monorepos, pseudomonorepos). Use whenever shipping or pushing a coherent chunk of work, when scaffolding a new repo's changelog/ directory, when authoring a product release message, when the user says "log this", "write a…
crawl-fetch-ingest
The Lossless Group's workflow for filling in team and portfolio metadata for VC firms and the operating companies they back — crawl a firm's site, fetch structured data + brand assets for people and companies referenced in a deck/PDF, ingest as canonical .md files with YAML frontmatter. Supports two starting anchors …
lossless-crm-interface-guidelines
Conventions for reading and writing the operator's Twenty CRM instances (Lossless, Palmer AI, The Water Foundation) via MCP. Use whenever adding or enriching a company, person, deal, thesis, event, or portfolio relationship; when triaging a list or export into the CRM; or when extending the CRM schema. Encodes…
open-graph-share-seo-geo
How to make a page unfurl reliably in iMessage, WhatsApp, Slack, Discord, LinkedIn, and X; surface to search engines via sitemap.xml + robots.txt; and stay legible to generative engines (GEO), including the llms.txt standard for LLM corpus ingest. Use when adding or debugging OpenGraph / Twitter Card metadata, picking…