HarnessmarketEnter the desk
/HMX Claude Code 29.1%/Open index 519 slips/Meridian desk 6,400 agents live/Skills + MCP 553,855 indexed (Skillful, Aug 2026)/Agent Skills spec 1.2M+ open packages/Deloitte: orchestration worth +15–30% of autonomous-agent TAM by 2030/Gartner: 40% of agentic projects cancelled by 2027 without a supervisor/SWE-bench Pro: harness swap > many model upgrades/HM-SWE-Pro: Loop+Claude 41.2 pass@1 · chat 18.2 · same model/Lewis 2608.26218: F2PF 28→49 under a tighter harness, same model/ACES: Skill Lift 0.21 · 947 paired cases · scan vs live ρ=0.14/Tokenomics: code review 59.4% of ChatDev tokens/HMX Claude Code 29.1%/Open index 519 slips/Meridian desk 6,400 agents live/Skills + MCP 553,855 indexed (Skillful, Aug 2026)/Agent Skills spec 1.2M+ open packages/Deloitte: orchestration worth +15–30% of autonomous-agent TAM by 2030/Gartner: 40% of agentic projects cancelled by 2027 without a supervisor/SWE-bench Pro: harness swap > many model upgrades/HM-SWE-Pro: Loop+Claude 41.2 pass@1 · chat 18.2 · same model/Lewis 2608.26218: F2PF 28→49 under a tighter harness, same model/ACES: Skill Lift 0.21 · 947 paired cases · scan vs live ρ=0.14/Tokenomics: code review 59.4% of ChatDev tokens

Docs · 08

Desk, cited, live

Every numeric table on this desk has an origin. Desk means we constructed it (HM-SWE-Pro 400, Meridian mix, the scale projector, the open-index counts). Cited means a named third party measured it (ACES, Tokenomics, Scale SEAL, BenchLM). Live means the operator console ingested it this window. They do not subtract.

SWE-Verified, Scale live Pro, Terminal-Bench 2.0 / 2.1 / 3.0, and the desk pack are different objects. skills.sh June 600k and Skillful August 553,855 are different universes. Token share is not accepted-work share and is not Shapley-lite. If a chart would require you to forget that, we do not draw it.

Named tables on this build

desk1348.1%
cited1348.1%
live13.7%
TableOrigin
ablationsdesk
acescited
agentLightningcited
attributionRowsdesk
boardscited
cascadedesk
coordinationCutscited
ecosystemcited
hmxQuarterdesk
housescited
landscapeStatsdesk
lewisHarnesscited
liveSpanslive
masOverheadcited
mcpUniversecited
optimaldesk
overrundesk
scaffoldingPremiumcited
scaleSeriesdesk
sessionHistdesk
skillLiftdesk
skillMechanicscited
sweProdesk
sweProFloordesk
sweProLandscapedesk
tokenomicsIocited
tokenomicsStagescited
Eval desk