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 Xueheng-Li/sysu-awesome-cc --skill cc-insightsgit clone --depth 1 https://github.com/Xueheng-Li/sysu-awesome-ccWrote 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/xueheng-li/sysu-awesome-cc/cc-insights)<a href="https://agentmods.dev/skills/xueheng-li/sysu-awesome-cc/cc-insights"><img src="https://agentmods.dev/badge/skills/xueheng-li/sysu-awesome-cc/cc-insights/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/xueheng-li/sysu-awesome-cc/cc-insights"><img src="https://agentmods.dev/badge/skills/xueheng-li/sysu-awesome-cc/cc-insights.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 | $0.00107 | $0.01633 |
| Opus 5 | $0.00053 | $0.00816 |
| Sonnet 5 | $0.00021 | $0.00327 |
| Haiku 4.5 | $0.00011 | $0.00163 |
Grade B, and why
cc-insights scanned grade B 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 12d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
Before running this skill, ensure these paths are in `~/.claude/settings.json` under `permissions.allow`: 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
8 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.
- references/deep_analysis_agents.md 5.3 KB
- references/human_input_analysis.md 3.6 KB
- references/pattern_grouping.md 3.0 KB
- references/time_filter_guide.md 1.7 KB
- references/workflow.md 4.6 KB
- scripts/analyze_patterns.py 8.0 KB runs code
- scripts/archive_chats.py 17 KB runs code
- scripts/generate_insights.py 6.8 KB runs code
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.
- 12d ago First seen · 168 lines · 107 tokens per session scan B f243551bd7d9
cc-insights is a skill published in the GitHub repository Xueheng-Li/sysu-awesome-cc (60 stars, last pushed 7mo ago), with no licence file. It adds 107 tokens to every session and 1,633 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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