bug-pipeline

bug-pipeline is a skill for Claude Code, Codex from PranavBakre/Junior. It costs 23 tokens per session (4,680 once invoked), scanned A, original, no licence file.

A workflow helper for managing a Junior software bug from initial sorting through reproduction, coding, validation, and escalation.

In plain words
What is it for?
Use it to triage bugs, reproduce them, implement fixes, validate the results, and escalate unresolved issues.
Why use it?
It gives an active bug a defined path from discovery to a fix or handoff.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to triage bugs, reproduce them, implement fixes, validate the results, and escalate unresolved issues.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pranavbakre/junior/bug-pipeline
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 PranavBakre/Junior --skill bug-pipeline
Clone the repo
git clone --depth 1 https://github.com/PranavBakre/Junior

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 bug-pipeline

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/pranavbakre/junior/bug-pipeline"><img src="https://agentmods.dev/badge/skills/pranavbakre/junior/bug-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,680 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00023 $0.04680
Opus 5 $0.00012 $0.02340
Sonnet 5 $0.00005 $0.00936
Haiku 4.5 $0.00002 $0.00468

Measured 4d ago against content hash 2b8b127576b0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

bug-pipeline scanned grade A with 1 finding 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 4d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

**Verify each with cheap evidence before ranking** — read the suspect code, query MongoDB for shape, check `git log` for the suspected commit, run a curl. No speculation; note what would refute each. Confirm the diagnosi
support/skills/bug-pipeline/SKILL.md · 209 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 4d ago First seen · 209 lines · 23 tokens per session scan A 2b8b127576b0

Subscribe to this mod's changes

bug-pipeline is a skill published in the GitHub repository PranavBakre/Junior (13 stars, last pushed 14d ago), with no licence file. It adds 23 tokens to every session and 4,680 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.

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