result-aggregation
SkillAI & modelsAggregate parallel agent results into concise output
Available today. Use it from your connected AI after setup.
No other account needed.
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
| Icon | Status | Use When |
|---|---|---|
| ✓ | Success | Task completed successfully |
| ✗ | Failed | Task failed with error |
| ⚠ | Warning | Completed with warnings |
| ⏳ | Pending | Still in progress |
| ⊘ | Skipped | Task 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
- 각 경로를 Read 도구로 읽음 (본문 inline 전달 금지 — R006 원칙 준수)
- 파일별 요약 추출 (status + key findings)
- 단일 요약으로 압축 — R013 ecomode Aggregation Format 재사용
참조
- R006
MUST-agent-design.mdArtifact Channel Protocol (source contract) - R013
SHOULD-ecomode.mdDeep 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