hyperflow-trace

hyperflow-trace is a skill for Claude Code from jeremylongshore/tons-of-skills-marketplace. It costs 73 tokens per session (387 once invoked), scanned A, original, MIT.

A debugging workflow that investigates the root cause of bugs, failed tests, runtime errors, and broken builds before changing code.

In plain words
What is it for?
Use it to reproduce failures, analyze stack traces, test hypotheses, make focused fixes, add regression tests, and verify the result.
Why use it?
It reduces guesswork by tracing failures, testing possible causes, and confirming the actual problem.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the hyperflow plugin — 28 skills, 22 agents shipped together

Good fit Use it to reproduce failures, analyze stack traces, test hypotheses, make focused fixes, add regression tests, and verify the result.

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Install with agentmods
npx agentmods add skills/jeremylongshore/tons-of-skills-marketplace/hyperflow-trace
About the project

Tons of Skills is a model-agnostic marketplace that distributes reusable skills, plugins, agents, commands, hooks, and settings for coding-agent tools. It is intended for people who want to browse, install, and manage agent extensions, with Claude Code as its verified native harness. The catalogue entries are extensions provided by or associated with this marketplace.

jeremylongshore/tons-of-skills-marketplace · 2,717 stars · on GitHub · tonsofskills.com

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 jeremylongshore/tons-of-skills-marketplace --skill hyperflow-trace
Clone the repo
git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace

Made for: Claude Code.

Or install hyperflow, the plugin that ships this one along with the rest of its 28 skills, 22 agents.

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 hyperflow-trace

README.md
[![agentmods](https://agentmods.dev/badge/skills/jeremylongshore/tons-of-skills-marketplace/hyperflow-trace/github.svg)](https://agentmods.dev/skills/jeremylongshore/tons-of-skills-marketplace/hyperflow-trace)
Your own site
<a href="https://agentmods.dev/skills/jeremylongshore/tons-of-skills-marketplace/hyperflow-trace"><img src="https://agentmods.dev/badge/skills/jeremylongshore/tons-of-skills-marketplace/hyperflow-trace/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.

agentmods 80×15 button for hyperflow-trace

Your own site · 80×15
<a href="https://agentmods.dev/skills/jeremylongshore/tons-of-skills-marketplace/hyperflow-trace"><img src="https://agentmods.dev/badge/skills/jeremylongshore/tons-of-skills-marketplace/hyperflow-trace.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 387 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 $0.00073 $0.00387
Opus 5 $0.00036 $0.00193
Sonnet 5 $0.00015 $0.00077
Haiku 4.5 $0.00007 $0.00039

Measured 9d ago against content hash 31e5fc907c57, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

hyperflow-trace 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 9d 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.

plugins/ai-agency/hyperflow/templates/antigravity/skills/hyperflow-trace/SKILL.md · 24 lines

What it actually says

hyperflow-trace — root-cause phase (Antigravity single-agent)

Find the root cause before changing anything. Follow the hyperflow doctrine.

Steps

  1. Reproduce / locate. Read the error, stack trace, or failing test. Identify the exact failing line and the observed-vs-expected behavior.
  2. 5 Whys. Trace the causal chain backward — keep asking "why" until you reach the true cause, not a symptom.
  3. Hypotheses. List the 2-4 most plausible causes. For each, state a cheap test (read a file, add a log, run one test) that confirms or rules it out. Test them — narrow to the real cause.
  4. Confirm the root cause with evidence (a failing assertion, a value print, a reproduced path). Do not patch on a guess.
  5. Fix the root cause minimally. Add or update a test that would have caught it (characterization test before behavior change).
  6. Verify: re-run the failing case + the surrounding suite. Self-review the diff (L1-L3). Commit as fix(<scope>): <root cause> (conventional, lowercase).

Rules

  • Never blind-patch a symptom to make an error message disappear.
  • No behavior change beyond the fix unless asked.
  • If the root cause is unclear after hypothesis testing, surface what you found and what's still unknown — don't ship a speculative patch.
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. 9d ago First seen · 24 lines · 73 tokens per session scan A 31e5fc907c57

Subscribe to this mod's changes

hyperflow-trace is a skill published in the GitHub repository jeremylongshore/tons-of-skills-marketplace (2,717 stars, last pushed today), licensed MIT. It adds 73 tokens to every session and 387 once invoked, about $0.0004 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 2026-09-03.

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