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 MingyiSecLab/Mingyi-Atlas --skill analystgit clone --depth 1 https://github.com/MingyiSecLab/Mingyi-AtlasWrote 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/mingyiseclab/mingyi-atlas/analyst)<a href="https://agentmods.dev/skills/mingyiseclab/mingyi-atlas/analyst"><img src="https://agentmods.dev/badge/skills/mingyiseclab/mingyi-atlas/analyst/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/mingyiseclab/mingyi-atlas/analyst"><img src="https://agentmods.dev/badge/skills/mingyiseclab/mingyi-atlas/analyst.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 | $0.00033 | $0.00690 |
| Opus 5 | $0.00016 | $0.00345 |
| Sonnet 5 | $0.00007 | $0.00138 |
| Haiku 4.5 | $0.00003 | $0.00069 |
Grade A, and why
analyst 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 10d 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.
How it starts
The opening of the file, as written. The whole thing — 46 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Analyst Skill Catalog
The analyst has specialised playbooks under this tree. Load the one matching your current hunting lane — don't load them all at once.
Taint / source-review playbooks
Use when you have source code and are hunting a specific weakness class.
| Skill | Use for |
|---|---|
/skills/standard/analyst/sql-injection/SKILL.md |
String-concat + format-string → SQL sink |
/skills/standard/analyst/ssrf-analysis-analysis/SKILL.md |
User-controlled URL reaches http client |
/skills/standard/analyst/deserialization-analysis-analysis/SKILL.md |
pickle / Java ObjectInputStream / .NET BinaryFormatter / YAML |
/skills/standard/analyst/ssti-analysis-analysis/SKILL.md |
User input rendered by Jinja/Twig/Freemarker/Velocity |
/skills/standard/analyst/xxe-analysis-analysis/SKILL.md |
XML parser with external entity expansion enabled |
/skills/standard/analyst/path-traversal/SKILL.md |
User input reaches filesystem path |
/skills/standard/analyst/prototype-pollution/SKILL.md |
JS merge / assign / clone of untrusted object |
/skills/standard/analyst/command-injection-analysis-analysis/SKILL.md |
User input → shell, exec, system |
/skills/standard/analyst/idor-analysis-analysis/SKILL.md |
Missing authorization check on object reference |
/skills/standard/analyst/auth-bypass/SKILL.md |
Broken auth state machine, missing session checks |
/skills/standard/analyst/prompt-injection/SKILL.md |
LLM prompts built from untrusted input |
Chain playbooks
Use when you have a bag of individual findings and want to combine them into a critical impact chain.
What ships with it
18 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.
- auth-bypass/SKILL.md 655 B
- bounty-hunting/SKILL.md 5.4 KB
- chains/cred-reuse/SKILL.md 434 B
- chains/idor-to-priv-esc/SKILL.md 448 B
- chains/ssrf-to-rce/SKILL.md 575 B
- chains/xss-to-takeover/SKILL.md 450 B
- command-injection-analysis/SKILL.md 4.4 KB
- deserialization-analysis/SKILL.md 4.7 KB
- idor-analysis/SKILL.md 5.3 KB
- path-traversal/SKILL.md 715 B
- pattern-exhaustion/SKILL.md 4.8 KB
- prompt-injection/SKILL.md 5.5 KB
- prototype-pollution/SKILL.md 4.5 KB
- sql-injection/SKILL.md 5.2 KB
- ssrf-analysis/SKILL.md 5.0 KB
- ssti-analysis/SKILL.md 922 B
- trust-boundary/SKILL.md 4.7 KB
- xxe-analysis/SKILL.md 753 B
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.
- 10d ago First seen · 46 lines · 33 tokens per session scan A 92b431f31b63
analyst is a skill published in the GitHub repository MingyiSecLab/Mingyi-Atlas (11 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 33 tokens to every session and 690 once invoked, about $0.0002 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 2026-08-30.
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