result-aggregation

SkillAI & models

Aggregate parallel agent results into concise output

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the result-aggregation skill

What this skill tells your AI

The instructions your AI receives, as published by baekenough/oh-my-customcode in .claude/skills/result-aggregation/SKILL.md and read by ahel’s review.

Purpose

Aggregate and format results from multiple parallel agent executions into concise, scannable output.

When to Use

  • After parallel agent execution completes
  • When ecomode is active
  • For batch operation summaries
  • When reporting multi-agent task results

Aggregation Formats

Standard Batch Format

[Batch Complete] {completed}/{total}
├── {agent}: {icon} {summary}
├── {agent}: {icon} {summary}
└── {agent}: {icon} {summary}

Detailed Batch Format

[Batch Complete] {completed}/{total}

[1] {agent-name}
    Status: {success|failed|partial}
    Target: {file/path}
    Result: {summary}

[2] {agent-name}
    Status: {success|failed|partial}
    Target: {file/path}
    Result: {summary}

Error Summary Format

[Batch Complete] {completed}/{total} ({failures} failed)

Failures:
├── {agent}: {error summary}
└── {agent}: {error summary}

Successes:
├── {agent}: ✓ {summary}
└── {agent}: ✓ {summary}

Status Icons

IconStatusUse When
SuccessTask completed successfully
FailedTask failed with error
WarningCompleted with warnings
PendingStill in progress
SkippedTask was skipped

Aggregation Rules

1. Ordering

order:
  - Failed results first (need attention)
  - Warnings second
  - Successes last
  - Within category: alphabetical by agent

2. Summary Length

ecomode_on:
  max_length: 50 characters
  truncate_with: "..."

ecomode_off:
  max_length: 200 characters
  allow_multiline: true

3. Grouping

group_by:
  - status (success/failed/warning)
  - agent_type (when mixed types)
  - target_path (when same agent, different targets)

Integration

With Secretary

Secretary receives:
  - List of agent results
  - Ecomode status
  - User display preferences

Secretary outputs:
  - Aggregated summary using this skill
  - Individual details if requested

With Ecomode

When ecomode active:
  - Use compact format
  - One line per agent
  - Icons for status
  - Truncate long summaries

Examples

Code Review Batch

[Batch Complete] 4/4

├── lang-golang-expert: ✓ src/main.go - 2 issues (1 naming, 1 error handling)
├── lang-python-expert: ✓ scripts/*.py - Clean
├── lang-rust-expert: ⚠ lib/core.rs - 1 unsafe block flagged
└── lang-typescript-expert: ✓ web/app.tsx - 3 suggestions

Agent Creation Batch

[Batch Complete] 3/4 (1 failed)

✗ lang-kotlin-expert: Skill not found: kotlin-best-practices
✓ lang-golang-expert: Agent created at .claude/agents/lang-golang-expert.md
✓ lang-python-expert: Agent created at .claude/agents/lang-python-expert.md
✓ lang-rust-expert: Agent created at .claude/agents/lang-rust-expert.md

Audit Batch

[Batch Complete] 5/5

Agents Audited:
├── mgr-creator: ✓ All refs valid
├── mgr-updater: ✓ All refs valid
├── mgr-supplier: ⚠ 1 deprecated ref
├── lang-golang-expert: ✓ All refs valid
└── lang-python-expert: ✓ All refs valid

Summary: 5 agents checked, 1 warning

Artifact Channel Read Pattern

R006 Artifact Channel Protocol을 소비하는 표준 패턴. 병렬 에이전트가 각자 .claude/outputs/sessions/{date}/{skill}-{HHmmss}.md에 결과를 작성하면, result-aggregation이 경로 N개를 받아 단일 요약을 생성합니다.

Tool: Writing artifacts under .claude/outputs/

Under mode: "bypassPermissions", subagents write directly to .claude/outputs/sessions/ with the Write tool — direct .claude/** writes are permitted (CC v2.1.121+, #1101). No /tmp staging or script wrapping is needed. Read-only Bash on .claude/outputs/ (e.g., cat, head, wc) is allowed for verification.

Reference: R006/R010 sensitive-path handling (direct .claude/** write under bypassPermissions), #1101.

입력 형식

paths = [
  ".claude/outputs/sessions/2026-04-24/agent1-100200.md",
  ".claude/outputs/sessions/2026-04-24/agent2-100300.md",
  ...
]

집계 규칙

  1. 각 경로를 Read 도구로 읽음 (본문 inline 전달 금지 — R006 원칙 준수)
  2. 파일별 요약 추출 (status + key findings)
  3. 단일 요약으로 압축 — R013 ecomode Aggregation Format 재사용

참조

  • R006 MUST-agent-design.md Artifact Channel Protocol (source contract)
  • R013 SHOULD-ecomode.md Deep Insight Context Handoff Pattern (budget 맥락)

Signals

GitHub stars
34
Forks
6
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
result-aggregation
Source
github.com/baekenough/oh-my-customcode