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 FuRongJun-1999/dsh-memory --skill compiler-9f7be5adgit clone --depth 1 https://github.com/FuRongJun-1999/dsh-memoryWrote 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/furongjun-1999/dsh-memory/compiler-9f7be5ad)<a href="https://agentmods.dev/skills/furongjun-1999/dsh-memory/compiler-9f7be5ad"><img src="https://agentmods.dev/badge/skills/furongjun-1999/dsh-memory/compiler-9f7be5ad/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/furongjun-1999/dsh-memory/compiler-9f7be5ad"><img src="https://agentmods.dev/badge/skills/furongjun-1999/dsh-memory/compiler-9f7be5ad.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 | $0.00109 | $0.00501 |
| Opus 5 | $0.00055 | $0.00251 |
| Sonnet 5 | $0.00022 | $0.00100 |
| Haiku 4.5 | $0.00011 | $0.00050 |
Grade A, and why
compiler-9f7be5ad 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.
This is a copy
81% identical to browser-03b04f98 — 26 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
词法-字符类别(compiler-9f7be5ad)
When to use
任务「字符类别」;对照:词法——字符类别判定(字母/数字/空白/其他)。
克制条款(不适用条件)
条件不满足即不适用(负路由:输入不满足生效条件时返回 None/不执行)
How to execute
字符类别:字母/数字/空白/其他(词法分类基础)
Verification
- 单元样例 4 条(cases 断言)
- 物理基底:按 calibration 对照(编译/运行/断言裁决)
References
- 单元库:compiler_code_units.py「词法-字符类别」
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 First seen · 46 lines · 109 tokens per session scan A b810043a927d
compiler-9f7be5ad is a skill published in the GitHub repository FuRongJun-1999/dsh-memory (159 stars, last pushed today), licensed MIT. It adds 109 tokens to every session and 501 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. It is 81% identical to browser-03b04f98, differing in 26 lines, and is treated as a copy.
Other skills, from other repositories
python-package-management
Guide for managing packages in the Agent Framework Python monorepo, including creating new connector packages, versioning, and the lazy-loading pattern. Use this when adding, modifying, or releasing packages.
python-code-quality
Code quality checks, linting, formatting, and type checking commands for the Agent Framework Python codebase. Use this when running checks, fixing lint errors, or troubleshooting CI failures.
verify-dotnet-samples
How to build, run and verify the .NET sample projects in the Agent Framework repository. Use this when a user wants to verify that the samples still function as expected.
bcs-coordination
A coordination system for several software agents, meaning separate automated assistants, working together.
python-lib-analyzer
Analyze any Python library structure, explore modules, classes, and functions with signatures and documentation.
workflow
A command set for starting and managing step-by-step automated workflows.