dynamic-instrumentation

dynamic-instrumentation is a skill for Claude Code from gmh5225/awesome-llvm-security. It costs 42 tokens per session (2,558 once invoked), scanned A, original, MIT.

A guide to LLVM-based dynamic binary instrumentation, which inserts monitoring code into a running program without changing its source code. It covers runtime tracing, program monitoring, and related tools such as QBDI.

In plain words
What is it for?
Use it when building runtime tracing, code-coverage tools, profilers, or dynamic security monitors with LLVM-based instrumentation.
Why use it?
It helps investigate how compiled software behaves while it runs, even when source access is limited. This can make execution details available for analysis, profiling, coverage, or security monitoring.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it when building runtime tracing, code-coverage tools, profilers, or dynamic security monitors with LLVM-based instrumentation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gmh5225/awesome-llvm-security/dynamic-instrumentation
Install

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.

Any agent
npx skills add gmh5225/awesome-llvm-security --skill dynamic-instrumentation
Clone the repo
git clone --depth 1 https://github.com/gmh5225/awesome-llvm-security

Made for: Claude Code.

Wrote 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.

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README.md
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Your own site
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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.

agentmods 80×15 button for dynamic-instrumentation

Your own site · 80×15
<a href="https://agentmods.dev/skills/gmh5225/awesome-llvm-security/dynamic-instrumentation"><img src="https://agentmods.dev/badge/skills/gmh5225/awesome-llvm-security/dynamic-instrumentation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,558 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00042 $0.02558
Opus 5 $0.00021 $0.01279
Sonnet 5 $0.00008 $0.00512
Haiku 4.5 $0.00004 $0.00256

Measured 10d ago against content hash f7fdfa35ff95, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

dynamic-instrumentation 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.

.claude/skills/dynamic-instrumentation/SKILL.md · 378 lines

How it starts

The opening of the file, as written. The whole thing — 378 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Dynamic Instrumentation Skill

This skill covers dynamic binary instrumentation (DBI), runtime tracing, and program monitoring using LLVM infrastructure.

Dynamic Binary Instrumentation Overview

What is DBI?

Dynamic Binary Instrumentation allows modifying program behavior at runtime without source code access:

  • Insert analysis code at arbitrary points
  • Monitor program execution
  • Modify control flow and data

LLVM-Based DBI Tools

  • QBDI: QuarkslaB Dynamic Binary Instrumentation
  • Instrew: Fast instrumentation through LLVM lifting
  • binopt: Runtime optimization of binary code

QBDI (QuarkslaB DBI)

Basic Usage

#include <QBDI.h>

// Callback function for instrumentation
QBDI::VMAction onInstruction(QBDI::VMInstanceRef vm, 
                              QBDI::GPRState *gprState,
                              QBDI::FPRState *fprState, 
                              void *data) {
    // Get current instruction info
    const QBDI::InstAnalysis *inst = vm.getInstAnalysis();
    
    printf("Executing: 0x%lx - %s %s\n", 
           inst->address, 
           inst->mnemonic, 
           inst->operandsStr);
    
    return QBDI::VMAction::CONTINUE;
}

int main() {
    QBDI::VM vm;
    
    // Get current stack
    uint8_t *fakestack;
    QBDI::allocateVirtualStack(vm.getGPRState(), 0x100000, &fakestack);
    
    // Add instrumentation callback
    vm.addCodeCB(QBDI::PREINST, onInstruction, nullptr);
    
    // Run target function
    QBDI::rword retval;
    vm.call(&retval, (QBDI::rword)targetFunction, {arg1, arg2});
    
    return 0;
}

Memory Access Tracking

QBDI::VMAction onMemoryAccess(QBDI::VMInstanceRef vm,
                               QBDI::GPRState *gprState,
                               QBDI::FPRState *fprState,
                               void *data) {
    // Get memory accesses for current instruction
    std::vector<QBDI::MemoryAccess> memAccesses = vm.getMemoryAccess();
    
    for (const auto &access : memAccesses) {
        const char* type = (access.type == QBDI::MEMORY_READ) ? "READ" : "WRITE";
        printf("%s: addr=0x%lx, size=%d, value=0x%lx\n",
               type, access.accessAddress, access.size, access.value);
    }
    
    return QBDI::VMAction::CONTINUE;
}

// Register callback for memory access events
vm.addMemAccessCB(QBDI::MEMORY_READ_WRITE, onMemoryAccess, nullptr);

Read the full file on GitHub · 378 lines

Changes

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.

  1. 10d ago First seen · 378 lines · 42 tokens per session scan A f7fdfa35ff95

Subscribe to this mod's changes

dynamic-instrumentation is a skill published in the GitHub repository gmh5225/awesome-llvm-security (880 stars, last pushed 26d ago), licensed MIT. It adds 42 tokens to every session and 2,558 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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