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 DeepLink-org/probing --skill crash_triagegit clone --depth 1 https://github.com/DeepLink-org/probingWrote 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/deeplink-org/probing/crash_triage)<a href="https://agentmods.dev/skills/deeplink-org/probing/crash_triage"><img src="https://agentmods.dev/badge/skills/deeplink-org/probing/crash_triage/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/deeplink-org/probing/crash_triage"><img src="https://agentmods.dev/badge/skills/deeplink-org/probing/crash_triage.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 | $0.00038 | $0.00269 |
| Opus 5 | $0.00019 | $0.00134 |
| Sonnet 5 | $0.00008 | $0.00054 |
| Haiku 4.5 | $0.00004 | $0.00027 |
Grade A, and why
crash_triage scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Crash triage
训练崩溃或启动失败时：
- 日志：在各 rank stderr / launcher 日志中搜索
PROBING CRASH - Spill：
{PROBING_DATA_DIR}/crash/<pid>/latest.json（与 memtable 同根目录，默认 Linux/dev/shm/probing，macOS$TMPDIR/probing） - Signal crash：同目录下
signal-latest.json
torchrun 级联退出后 memtable 不可用——以日志 + spill 为准。
Related skills
- 进程仍存活但无进展 → skill: training_hang
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.
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.
- 8d ago First seen · 26 lines · 38 tokens per session scan A 1c3472ba9caf
crash_triage is a skill published in the GitHub repository DeepLink-org/probing (11 stars, last pushed 3d ago), licensed Apache-2.0. It adds 38 tokens to every session and 269 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.
Other skills, from other repositories
external-gitcode-ascend-atb-debug-guide
A troubleshooting guide for ATB operator tests and Ascend NPU environments. It covers issues such as ABI mismatches, memory errors, failed CSV tests, and ACLNN interface problems.
fix
Structured bug fix — reproduce (failing test), diagnose, fix (minimal change), verify, commit. Enforces test-first. Use when a bug needs a methodical fix.
performance-profiling
A guide for improving software speed by measuring where time and resources are actually being used before changing code.
atb-debug-guide
A troubleshooting guide for ATB operator tests and setup. ATB is a software environment for testing computing operators, and an operator is a small piece of a machine-learning or numerical program.
agent-qa-result-triage
Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps.
developing-with-streamlit
Use for ALL Streamlit tasks: creating, editing, debugging, beautifying, styling, theming, optimizing, or deploying Streamlit apps. Also custom components, st.components.v2, HTML/JS/CSS work. Discovers and loads version-matched reference docs from the user's installed Streamlit (>=1.57). Triggers: streamlit, st.…