AS

ask-suggest-priority-batching

Streamlines wkappbot suggest backlog triaging by batching GPT ranking and automating merge workflows.

Install

mkdir -p .claude/skills/ask-suggest-priority-batching && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/18706" && unzip -o skill.zip -d .claude/skills/ask-suggest-priority-batching && rm skill.zip

Installs to .claude/skills/ask-suggest-priority-batching

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

Reduce ask-gpt calls when triaging wkappbot suggest backlogs. Use when you have a page of suggestions and want one GPT ranking pass, then one ask per suggestion in priority order.
179 chars✓ has a “when” trigger
Intermediate

Key capabilities

  • →Reduce `ask-gpt` calls for suggestion triage
  • →Batch rank suggestions by impact, risk, urgency, effort
  • →Merge duplicate suggestions
  • →Perform codebase analysis in parallel with GPT ranking
  • →Delegate fixes to Opus agents
  • →Verify fixes and close suggestions

How it works

The skill pulls one page of suggestions, merges duplicates, and fires a batch GPT ranking. It then performs per-item `ask-gpt` calls for ambiguous items and delegates fixes to Opus agents, verifying and closing suggestions.

Inputs & outputs

You give it
A page of `wkappbot` suggestions
You get back
Prioritized suggestions, merged duplicates, and delegated fixes

When to use ask-suggest-priority-batching

  • →Batch ranking suggestions by impact
  • →Merging duplicate backlog items
  • →Triaging large suggest backlogs
  • →Streamlining project maintenance

About ask-suggest-priority-batching

Reduces GPT call volume by batch-ranking page-level suggestions. Automates duplicate merging and keeps triaging bounded to manageable pages.

Reduce ask-gpt calls when triaging wkappbot suggest backlogs. Use when you have a page of suggestions and want one GPT ranking pass, then one ask per suggestion in priority order.

When not to use it

  • →When triaging a full backlog at once
  • →When blocking on GPT response is acceptable
  • →When not using `wkappbot` suggestions

Limitations

  • →Requires `wkappbot` tools to be functional
  • →Merging duplicates requires specific flags (`--root-cause`, `--work`, `--components`, `--affected-cmds`)
  • →Sonnet orchestrates, Opus executes; Sonnet never writes code inline

How it compares

This skill optimizes the suggestion triage process by batching GPT ranking and merging duplicates, significantly reducing `ask-gpt` calls and simplify the workflow compared to individual processing of each suggestion.

Compared to similar skills

ask-suggest-priority-batching side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
ask-suggest-priority-batching (this skill)04moNo flagsIntermediate
your-sub-agent-name11yReviewIntermediate
ava06moNo flagsAdvanced
workflow-router19moReviewIntermediate

Try saying

Example prompts that trigger this skill in your AI assistant.

You might also like

your-sub-agent-name

CaptainCrouton89

Create and manage specialized Claude Code subagents for task-specific workflows. Use when delegating work to specialized agents, configuring agent permissions, or understanding subagent architecture and best practices.

14

ava

protoLabsAI

Codex-native operational orchestration for protoLabs Studio. Use when the user wants autonomous triage, backlog supervision, board operations, agent coordination, or multi-step operational decision-making across the portfolio.

00

workflow-router

parcadei

Goal-based workflow orchestration - routes tasks to specialist agents based on user goals

13

loki-mode

davila7

Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations, marketing, HR, and customer success. Takes PRD to fully deployed, revenue-generating product with zero human intervention. Features Task tool for subagent dispatch, parallel code review with 3 specialized reviewers, severity-based issue triage, distributed task queue with dead letter handling, automatic deployment to cloud providers, A/B testing, customer feedback loops, incident response, circuit breakers, and self-healing. Handles rate limits via distributed state checkpoints and auto-resume with exponential backoff. Requires --dangerously-skip-permissions flag.

12

wg

graphwork

Use this skill for task coordination with WG. Triggers include "wg", task graphs, multi-step projects, tracking dependencies, coordinating agents, or when you see a .wg directory.

00

run-tasks

JeremyKalmus

Orchestrate task execution via beads and sub-agents. Gets ready work from beads, spawns appropriate agents based on labels, monitors completion, and updates status. Use after /approve-spec has created tasks.

00

Search skills

Search the agent skills registry