Open-Finance-Lab

Issues somebody may already be working on are listed last. List everything by date

• leaderboard: the AI models are ranked under different thinking and temperature settings

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  Difficulty 5/5 Over a week Newbie friendliness 25/100

  Open-Finance-Lab/AgenticTrading#666 · Opened Oct 26, 2026

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• refactor(llm): check the AI's trading answer with one shared schema — today two code paths read it differently

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  Open-Finance-Lab/AgenticTrading#665 · Opened Oct 23, 2026

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• fix(backtests): a pipeline reply with a non-numeric confidence or qty aborts a paid run and loses the step's usage

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  Difficulty 2/5 1-3 hours Newbie friendliness 80/100

  Open-Finance-Lab/AgenticTrading#663 · Opened Oct 23, 2026

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• admin: top_operational_reasons has no state, but the page renders one

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  bug

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  Open-Finance-Lab/AgenticTrading#646 · Opened Oct 16, 2026

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• admin: recompute PR A's copied fact days from raw events before they expire

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  Difficulty 5/5 Over a week Newbie friendliness 30/100

  Open-Finance-Lab/AgenticTrading#645 · Opened Oct 16, 2026

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• Verify the live board on the 2026-11-27 and 2026-12-24 early closes

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  Difficulty 4/5 1-2 days Newbie friendliness 15/100

  Open-Finance-Lab/AgenticTrading#639 · Opened Oct 15, 2026

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• engine: optional decision-latency fill in the new core

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  Difficulty 4/5 3-5 days Newbie friendliness 22/100

  Open-Finance-Lab/AgenticTrading#636 · Opened Oct 14, 2026

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• engine: measure the legacy-vs-new gap on recorded decision tapes

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  Difficulty 5/5 Over a week Newbie friendliness 15/100

  Open-Finance-Lab/AgenticTrading#635 · Opened Oct 14, 2026

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• refactor(backtest): report the decision driver from PortfolioManager instead of inferring it

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  Difficulty 4/5 3-5 days Newbie friendliness 18/100

  Open-Finance-Lab/AgenticTrading#634 · Opened Oct 14, 2026

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• fix(market-data): request adjusted US bars and stamp the adjustment

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  bug

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  Open-Finance-Lab/AgenticTrading#633 · Opened Oct 14, 2026

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• fix(backtests): restart reclaim never runs on Postgres; pre-step kills 404

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  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  Open-Finance-Lab/AgenticTrading#601 · Opened Oct 2, 2026

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• ops(llm): probe OpenRouter's thinking-off shape for DeepSeek/Qwen

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  Difficulty 3/5 1-2 days Newbie friendliness 42/100

  Open-Finance-Lab/AgenticTrading#599 · Opened Oct 1, 2026

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• fix(backtests): protocol runs fetch no indicator warm-up history

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  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  Open-Finance-Lab/AgenticTrading#598 · Opened Oct 1, 2026

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• fix(backtests): A-share warm-up pad crossing an ex-rights date skews early indicators silently

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  Difficulty 3/5 1-2 days Newbie friendliness 64/100

  Open-Finance-Lab/AgenticTrading#597 · Opened Oct 1, 2026

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• admin: drop unread platform_model_cost_micro_usd

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  Difficulty 2/5 1-3 hours Newbie friendliness 67/100

  Open-Finance-Lab/AgenticTrading#591 · Opened Sep 30, 2026

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• perf(live): a replay rewrites the month-to-date curve at every checkpoint

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  Difficulty 4/5 3-5 days Newbie friendliness 45/100

  Open-Finance-Lab/AgenticTrading#587 · Opened Sep 29, 2026

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• fix(live): a catching-up entry renders as pending on the board

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  bug

  Difficulty 2/5 1-3 hours Newbie friendliness 82/100

  Open-Finance-Lab/AgenticTrading#586 · Opened Sep 29, 2026

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• fix(admin): purchased_by_day is gross, the PR B plan says net

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  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  Open-Finance-Lab/AgenticTrading#583 · Opened Sep 29, 2026

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• fix(admin): Credits chart puts call counts and Credits on one y-axis

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  Difficulty 4/5 3-5 days Newbie friendliness 38/100

  Open-Finance-Lab/AgenticTrading#584 · Opened Sep 29, 2026

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• fix(backtests): a bar held through a provider outage leaves no trace in the run

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  bug

  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  Open-Finance-Lab/AgenticTrading#573 · Opened Sep 29, 2026

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• feat(llm): per-run cooldown for a platform lane that just timed out

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  Open-Finance-Lab/AgenticTrading#557 · Opened Sep 28, 2026

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• perf(llm): stream provider completions so the read timeout is an idle bound

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  Difficulty 4/5 3-5 days Newbie friendliness 38/100

  Open-Finance-Lab/AgenticTrading#555 · Opened Sep 28, 2026

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• fix(credits): orphaned LLM reservations stay open and hold balance forever

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  bug

  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  Open-Finance-Lab/AgenticTrading#554 · Opened Sep 28, 2026

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• Proposal: optional Adanos social sentiment for live research only

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  Difficulty 5/5 Over a week Newbie friendliness 25/100

  Open-Finance-Lab/AgenticTrading#545 · Opened Sep 27, 2026

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• fix(llm): DeepSeek V4 Pro via CommonStack returns reasoning-only replies; no reasoning cap is set

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  bug

  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  Open-Finance-Lab/AgenticTrading#539 · 4 comments · Opened Sep 26, 2026

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• fix(backtests): a timed-out run leaves no record, so My Agents says "No backtests yet"

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  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  Open-Finance-Lab/AgenticTrading#524 · 1 comment · Opened Sep 22, 2026

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• ops(llm): OpenRouter has been quota-exhausted on every call since 2026-09-12

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  Difficulty 2/5 1-3 hours Newbie friendliness 80/100

  Open-Finance-Lab/AgenticTrading#523 · 1 comment · Opened Sep 22, 2026

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• fix(backtests): the pipeline LLM preflight is 5x optimistic and lets uncompletable runs through

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  Difficulty 4/5 3-5 days Newbie friendliness 48/100

  Open-Finance-Lab/AgenticTrading#522 · Opened Sep 22, 2026

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• chore(bar-cache): measured — a day-partitioned key buys +1.6pp, not worth building

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  Difficulty 2/5 1-3 hours Newbie friendliness 34/100

  Open-Finance-Lab/AgenticTrading#519 · Opened Sep 22, 2026

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• perf(startup): the welcome-credits backfill blocks every boot for ~100s and grants nothing

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  Difficulty 4/5 1-2 days Newbie friendliness 54/100

  Open-Finance-Lab/AgenticTrading#518 · Opened Sep 22, 2026

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• ops(backtests): read runtime_type/decision_source in prod to settle the LLM-vs-rule-based mix

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  Difficulty 3/5 Half a day Newbie friendliness 52/100

  Open-Finance-Lab/AgenticTrading#514 · 1 comment · Opened Sep 22, 2026

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• Record prod DDL and start-phase numbers after #501 deploys

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  Difficulty 4/5 3-5 days Newbie friendliness 42/100

  Open-Finance-Lab/AgenticTrading#502 · 1 comment · Opened Sep 21, 2026

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• chore: two dead .admin-workspace-content rules in admin.css

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  Difficulty 2/5 1-3 hours Newbie friendliness 72/100

  Open-Finance-Lab/AgenticTrading#495 · Opened Sep 18, 2026

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• fix: app.js reads CSRF cookies in the reverse of the backend's precedence

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  Difficulty 2/5 1-3 hours Newbie friendliness 82/100

  Open-Finance-Lab/AgenticTrading#489 · Opened Sep 18, 2026

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• fix(ifind): legal A-share windows across a long closure are refused

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  Difficulty 5/5 Over a week Newbie friendliness 45/100

  Open-Finance-Lab/AgenticTrading#483 · Opened Sep 15, 2026

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• test: the A-share floor sweep does not catch a restored flat constant

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  bug good issue

  Difficulty 2/5 1-3 hours Newbie friendliness 86/100

  Open-Finance-Lab/AgenticTrading#482 · Opened Sep 14, 2026

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• fix(algo): /api/algo/execute takes an unbounded window

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  bug

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  Open-Finance-Lab/AgenticTrading#481 · Opened Sep 14, 2026

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• test(backtests): engine A-share bar floor has no unit coverage

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  bug good issue

  Difficulty 2/5 1-3 hours Newbie friendliness 78/100

  Open-Finance-Lab/AgenticTrading#480 · 1 comment · Opened Sep 14, 2026

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• ops(backtests): measure a hosted-runtime child's peak RSS before raising MAX_AI_HEDGE_FUND_TRADING_DAYS

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  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  Open-Finance-Lab/AgenticTrading#475 · Opened Sep 14, 2026

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• ops(backtests): re-argue MAX_ACTIVE_DASHBOARD_BACKTESTS on spend, not RAM

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  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  Open-Finance-Lab/AgenticTrading#473 · Opened Sep 14, 2026

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• ops: keep-warm cron and free-tier cold-start copy may be obsolete on Standard

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  Difficulty 4/5 3-5 days Newbie friendliness 38/100

  Open-Finance-Lab/AgenticTrading#471 · Opened Sep 14, 2026

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• ops: prod still has no persistent disk, so protocol runs reset on every deploy

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  bug

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  Open-Finance-Lab/AgenticTrading#470 · Opened Sep 14, 2026

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• US market profiles carry no transaction cost model — is this intended for the leaderboard?

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  Open-Finance-Lab/AgenticTrading#461 · 1 comment · Opened Sep 12, 2026

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• test: no test reads a real parquet file, so pyarrow cannot break CI

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  Difficulty 2/5 1-3 hours Newbie friendliness 78/100

  Open-Finance-Lab/AgenticTrading#454 · Opened Sep 11, 2026

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• trading agent

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  Difficulty 5/5 Over a week Newbie friendliness 15/100

  Open-Finance-Lab/AgenticTrading#402 · Opened Aug 26, 2026

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• Agentic Trading Lab analyzed by Claude and compared with other memory systems

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  Difficulty 5/5 Over a week Newbie friendliness 15/100

  Open-Finance-Lab/AgenticTrading#401 · Opened Aug 25, 2026

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• test: css_blocks() matches comment bodies, so a guard is vacuous

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  afk-deferred

  Difficulty 2/5 1-3 hours Newbie friendliness 68/100

  Open-Finance-Lab/AgenticTrading#392 · Opened Aug 20, 2026

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• perf: the contest leaderboard response is uncacheable end to end

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  func

  Difficulty 3/5 1-2 days Newbie friendliness 64/100

  Open-Finance-Lab/AgenticTrading#389 · Opened Aug 20, 2026

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• ux: screen 0 truncates names its own rank list shows in full

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  Difficulty 3/5 1-2 days Newbie friendliness 67/100

  Open-Finance-Lab/AgenticTrading#385 · Opened Aug 19, 2026

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• test: board-frame guards slice fixed character windows

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  Difficulty 2/5 1-3 hours Newbie friendliness 78/100

  Open-Finance-Lab/AgenticTrading#384 · Opened Aug 19, 2026

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