Waza is a collection of installed skills that turn familiar engineering practices into repeatable playbooks for coding agents. It helps agents plan work, design interfaces, review changes, debug problems, edit prose, research unfamiliar subjects, read URLs or PDFs, and check their own health. The catalogue entries are Waza’s skills and supporting agents or instructions.
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 tw93/Waza --skill readgit clone --depth 1 https://github.com/tw93/WazaWrote 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/tw93/waza/read)<a href="https://agentmods.dev/skills/tw93/waza/read"><img src="https://agentmods.dev/badge/skills/tw93/waza/read/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/tw93/waza/read"><img src="https://agentmods.dev/badge/skills/tw93/waza/read.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk warn
- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
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 →
- medium Excessive Agency · line 61 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 79 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00061 | $0.01783 |
| Opus 5.5 | $0.00024 | $0.00713 |
| Sonnet 5.5 | $0.00012 | $0.00357 |
| Haiku 4.5 | $0.00006 | $0.00178 |
Grade A, and why
read 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 today.
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.
Copies of this mod
1 near-identical copy found in the catalogue:
- read — 100% identical, 95 lines differ
How it starts
The opening of the file, as written. The whole thing — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Read: Read Any URL or PDF
Prefix your first line with 🥷 inline, not as its own paragraph.
Fetch any URL or local PDF.
Outcome Contract
-
Outcome: the user gets the useful content from a URL or PDF in the form they asked for.
-
Done when: the answer is grounded in fetched content, paywall or extraction failures are explicit, and saved files are only created when requested or needed downstream.
-
Evidence: original URL or file path, fetch tier, extracted text or metadata, and warning signals from the fetched content.
-
Output: concise summary, clean Markdown, saved file path, quotes, citations, or extracted details, depending on the request.
-
Plain "read this" / "看这个链接" requests: return a concise source-grounded summary, not a full Markdown dump.
-
Quotes and citations: return the requested excerpt or relevant claim with its source, within applicable quotation limits.
-
"convert", "fetch as Markdown", "全文", "save", and "下载": return or save the requested content as clean Markdown. For "原文", extraction, or
/learn, match the requested passage or downstream scope; do not assume a full-text response. -
If the same user message asks for comparison, translation, extraction, or analysis, fetch first and then answer that request in the same turn.
Routing
| Input | Method |
|---|---|
feishu.cn, larksuite.com |
Feishu API script |
mp.weixin.qq.com |
Built-in fetcher first; WeChat browser script if extraction fails |
.pdf URL or local PDF path |
PDF extraction |
GitHub URLs (github.com, raw.githubusercontent.com) |
Prefer raw content or gh first; built-in fetcher for public-page fallback |
x.com, twitter.com |
Built-in fetcher; third-party fallback only with user opt-in |
| Everything else | Built-in fetcher |
| A query, no URL, and the built-in web search is thin, stale, or missing Chinese sources | DeepSeek search, then fetch the results worth reading |
After routing, load references/read-methods.md and run the commands for the chosen method.
What ships with it
6 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.
- today Changed · +3 lines · +15 tokens per session f04ea5d2c380
- 23d ago Changed · -2 lines b44216816319
- 1mo ago Changed · -32 tokens per session 29ae7686d322
- 1mo ago Changed 55f9d74b06a7
- 1mo ago Changed · +1 lines 080faca57dcb
- 1mo ago Changed · -5 lines 39fa5e5de9dd
- 1mo ago First seen · 125 lines · 78 tokens per session scan A ec9596c5225f
read is a skill published in the GitHub repository tw93/Waza (7,325 stars, last pushed today), licensed MIT. It adds 61 tokens to every session and 1,783 once invoked, about $0.0002 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.
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