DeepSeek-V4-J-Space-Capability-Realization-Report
Tiger3807861189
DeepSeek V4 × J-Space capability realization report — benchmark evidence that J-Space reduces capability-realization loss on DeepSeek V4.
maddogfinance/dsh-trading
dsh-trading is a tool for DeepSeek Harness. Trading research workbench for DeepSeek Harness (dsh): typed market-data seam, deterministic indicators, interactive chart cards | Trading research workbench plugin: data seam · deterministic indicators · interactive K-line cards

REVIEW SCORECARD
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
A well-architected, actively maintained trading research workbench with strong docs and a clean typed plugin seam; worth
README documents an eight-package architecture with a single dependency direction, a typed ctx.marketData seam, a reference CSV provider, and an evaluation harness with seeded baselines and lookahead linting, though no test or CI configuration is shown.
The risk-guard package refuses execution-shaped tool names at dsh's tools/pre-execute gate and annotate_chart is described as provenance-gated with prices validated against real candles, but no secret-handling or permission details are given for the Futu OpenD provider.
It addresses a real research pain point by giving a chart-first workbench with live symbol/timeframe fetching over a loopback channel, bidirectional agent-chart interaction, and backtest validation that can honestly return NOT PROVEN.
Last updated 2026-08-23 with 21 stars, MIT license, not archived, and the README explicitly tracks dsh's fast-moving developer preview with an acknowledged early-scaffold status.
The README includes an ASCII layout diagram, install command, package dependency map, two narrated demo videos with GIF previews, and a collapsible section on prior behavior, though it lacks a step-by-step setup guide for the Futu OpenD provider.
Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.
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Open repositoryINSTALL REFERENCE
dsh plugin --profile trading add @dsh-trading/bundleThis command was extracted from an explicit README install reference and is display-only; the DSH host will not execute it automatically.
PROJECT TOPICS
VALIDATION LADDER
FAQ
Trading research workbench for DeepSeek Harness (dsh): typed market-data seam, deterministic indicators, interactive chart cards | Trading research workbench plugin: data seam · deterministic indicators · interactive K-l
dsh-trading has 21 stars and 2 forks on GitHub, last updated 2026-08-23.
dsh-trading is distributed under the MIT license.
dsh-trading is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.
CLASSIFICATION EVIDENCE
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:market-data、research、trading。