native-runtime-debug

native-runtime-debug is a skill for Claude Code, Codex from SLP-DEV1/qwen-dap-mcp. It costs 95 tokens per session (4,151 once invoked), scanned A, original, Apache-2.0.

A debugging workflow for native C and C++ programs using debugger evidence to investigate crashes, hangs, deadlocks, unexpected values, and crash dumps.

In plain words
What is it for?
Use it to diagnose fatal crashes, stopped processes, lock waits, differences between good and failing runs, or bounded traces showing where a value changed.
Why use it?
It replaces guesswork from logs with structured inspection of what the running program or dump was doing.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/slp-dev1/qwen-dap-mcp/native-runtime-debug
Any agent
npx skills add SLP-DEV1/qwen-dap-mcp --skill native-runtime-debug
Clone the repo
git clone --depth 1 https://github.com/SLP-DEV1/qwen-dap-mcp

Made for: Claude Code, Codex.

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.

agentmods badge for native-runtime-debug

README.md
[![agentmods](https://agentmods.dev/badge/skills/slp-dev1/qwen-dap-mcp/native-runtime-debug.svg)](https://agentmods.dev/skills/slp-dev1/qwen-dap-mcp/native-runtime-debug)
Your own site
<a href="https://agentmods.dev/skills/slp-dev1/qwen-dap-mcp/native-runtime-debug"><img src="https://agentmods.dev/badge/skills/slp-dev1/qwen-dap-mcp/native-runtime-debug.svg" alt="Measured on agentmods" height="20"></a>
Per session 95 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,151 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00095 $0.04151
Opus 5 $0.00048 $0.02076
Sonnet 5 $0.00019 $0.00830
Haiku 4.5 $0.00010 $0.00415

Measured 3d ago against content hash 4af7f4ed7e4e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

native-runtime-debug 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 3d 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.

.qwen/skills/native-runtime-debug/SKILL.md · 447 lines

How it starts

The opening of the file, as written. The whole thing — 447 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Native Runtime Debugging

Use qwen-dap-mcp to reason from structured debugger evidence instead of guessing from logs. This skill is for software, crash artifacts, and authorized local targets the user owns or is permitted to debug.

Choose the high-level workflow first

Use debug_this_crash for fatal exceptions/signals, invalid memory accesses, aborts, and crash verification. Use debug_this_hang when the process appears stuck, deadlocked, waiting forever, or spinning without useful forward progress.

When a known-good reproduction and a failing/changed reproduction can be stopped at comparable runtime states, use debug_compare_runs before guessing from source. If that comparison identifies a suspicious debugger-visible value and the live target is safe to resume, use debug_trace_value to gather bounded temporal writer evidence.

Do not use a crash-only interpretation for a hang snapshot and do not turn a hang heuristic, static runtime difference, or observed writer into certainty.

Differential and causal debugging

For a known-good versus failing comparison, keep the two runs in different DAP sessions:

debug_sessions(action="create", sessionId="baseline")
debug_sessions(action="create", sessionId="candidate")

Drive each session to the same logical phase using the normal lifecycle or high-level tools, then compare the stopped states:

debug_compare_runs(
  baselineSessionId="baseline",
  candidateSessionId="candidate",
  timeoutMs=30000,
  snapshot={stackLevels:20, maxVariablesPerScope:100, includeModules:true}
)

debug_compare_runs is read-only. Read its result in this order:

  1. diff.firstMeaningfulDifference: prioritized semantic difference, not proof of causality.
  2. diff.locals: local/argument value changes.
  3. diff.exception: exception-state differences.
  4. diff.stack: changed call path/frame identity.
  5. diff.registers: lower-level register differences.
  6. diff.symbolHealth and diff.modules: comparison-quality drift.
  7. evidenceBudget: actual bounded capture limits used for both sessions.
  8. diff.limitations: explicit interpretation limits.

Read the full file on GitHub · 447 lines

Files

What ships with it

1 file 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.

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. 3d ago First seen · 447 lines · 95 tokens per session scan A 4af7f4ed7e4e

Subscribe to this mod's changes

native-runtime-debug is a skill published in the GitHub repository SLP-DEV1/qwen-dap-mcp (2 stars, last pushed 8d ago), licensed Apache-2.0. It adds 95 tokens to every session and 4,151 once invoked, about $0.0005 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 2026-08-31.

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