DocSlides
SheetPreview
Doc.md
Slides---
Sheet.csv
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2
3
4
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Surfaces
Runtime
Tools
Store
delegate_agentKV cache
isolated contextfewer tokens
stable system prefix → KV cache hitOKexpert tools only in child TurnOKReport → parent continuesOK
resumereplay
edit resultJSONL
step.web_searchdonestep.write_filedoneedit Tool Result → continuelive
memory_*table_*
store.dbscopes
memory_update · projectOKtable_upsert · digestsOK~/.danmo-work/store.dblocal
GitHubCodeGraph
MCPcron
github · issues / PRs / ActionsOKmcp_codegraph_exploreOKcron → real TurnOK
WeChatFeishu
WeComQQ
outbound WS · no public callbackOKsame Agent LoopOKtools on your machinelocalCALLED
web_search
CALLED
write_file · market-report.html
CALLED
stage.open · Preview
Coding$12.3B
Work$7.8B
CAGR45.8%
Adoption87%
CALLED
delegate_agent · researcher
CALLED
memory_update · competitor notes
CALLED
write_file · competitor-deck.md
01
02
03
CALLED
channel.feishu · support
CALLED
table_upsert · customer_issues
CALLED
stage.open · issues.csv
| Billing | 18 | P1 | |
| Onboarding | 14 | P2 | |
| Performance | 9 | P3 | |
| Integrations | 7 | P3 |