bug-hunt

bug-hunt is a skill for Claude Code from uqeu/estelle-cli. It costs 0 tokens per session (220 once invoked), scanned A, original, Apache-2.0.

A debugging process that reproduces a bug, reduces it to the smallest trigger, identifies its root cause, fixes it, and adds a test.

In plain words
What is it for?
It helps investigate crashes, incidents, and flaky failures, including adding targeted logging or assertions during diagnosis.
Why use it?
It replaces guess-and-check fixes with evidence and leaves a regression test so the same failure is detected later.

Skill for Claude Code

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

Part of the estelle plugin — 26 skills, 4 agents, 9 hooks shipped together

Good fit It helps investigate crashes, incidents, and flaky failures, including adding targeted logging or assertions during diagnosis.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/uqeu/estelle-cli/bug-hunt
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 uqeu/estelle-cli --skill bug-hunt
Clone the repo
git clone --depth 1 https://github.com/uqeu/estelle-cli

Made for: Claude Code.

Or install estelle, the plugin that ships this one along with the rest of its 26 skills, 4 agents, 9 hooks.

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 bug-hunt

README.md
[![agentmods](https://agentmods.dev/badge/skills/uqeu/estelle-cli/bug-hunt/github.svg)](https://agentmods.dev/skills/uqeu/estelle-cli/bug-hunt)
Your own site
<a href="https://agentmods.dev/skills/uqeu/estelle-cli/bug-hunt"><img src="https://agentmods.dev/badge/skills/uqeu/estelle-cli/bug-hunt/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 bug-hunt

Your own site · 80×15
<a href="https://agentmods.dev/skills/uqeu/estelle-cli/bug-hunt"><img src="https://agentmods.dev/badge/skills/uqeu/estelle-cli/bug-hunt.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 220 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.
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 $0.00000 $0.00220
Opus 5.5 $0.00000 $0.00088
Sonnet 5.5 $0.00000 $0.00044
Haiku 4.5 $0.00000 $0.00022

Measured 1mo ago against content hash 1d54d7100519, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

bug-hunt 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 1mo 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.

estelle-plugin/skills/bug-hunt/SKILL.md · 20 lines

What it actually says

bug-hunt

Estelle's debugging discipline. No guess-and-check; a loop that ends with a test that would have caught it.

Procedure

  1. Reproduce deterministically — the smallest input/state that triggers it.
  2. Minimize — strip everything that isn't required to reproduce.
  3. Hypothesize the root cause (not the symptom); rank hypotheses by likelihood.
  4. Instrument — add the logging/asserts that confirm or kill the top hypothesis before changing anything.
  5. Fix the root cause, grounded against the repo (no invented APIs).
  6. Regress — write the failing test first, watch it go green, keep it. Run verify-gate.

Output

The root cause, the minimal fix, and a regression test that locks it. Serves incidents + flaky failures.

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. 1mo ago First seen · 20 lines · 0 tokens per session scan A 1d54d7100519

Subscribe to this mod's changes

bug-hunt is a skill published in the GitHub repository uqeu/estelle-cli (0 stars, last pushed 14d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 220 tokens. 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 2026-09-12.