Metabuilder-Labs/tokenjam

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• Nothing tells you that @watch() is what names your agent

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  documentation

  Difficulty 2/5 1-3 hours Newbie friendliness 85/100

  Metabuilder-Labs/tokenjam#786 · Opened Oct 19, 2026

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• Langfuse v4 cutover (Nov 16): langfuse.py uses removed endpoints

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  Difficulty 3/5 1-2 days Newbie friendliness 70/100

  Metabuilder-Labs/tokenjam#785 · Opened Oct 18, 2026

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• Verbosity finding advertises `tj optimize --validate`, which rejects verbosity

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  Difficulty 2/5 1-3 hours Newbie friendliness 35/100

  Metabuilder-Labs/tokenjam#782 · Opened Oct 9, 2026

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• Unattributed spend bucket sums raw sessionless rows without the duplicate-observation winner rule

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

  Metabuilder-Labs/tokenjam#780 · Opened Oct 6, 2026

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• Cursor now ships OTel export and tj cannot consume any of it

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  enhancement

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

  Metabuilder-Labs/tokenjam#776 · Opened Sep 28, 2026

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• 0.7.0 fast-follow: doctor's DuckDB check, --db handling in init --cloud, and three smaller papercuts

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

  Metabuilder-Labs/tokenjam#775 · Opened Sep 26, 2026

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• Post-0.6.12 fast-follow: doctor DuckDB check, cost group-by aggregation, statusline name bound, release-playbook version files

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

  Metabuilder-Labs/tokenjam#761 · Opened Sep 14, 2026

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• MCP cost rows: derive the asserted field list from CostRow so a dropped field fails

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  enhancement good first issue help wanted

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

  Metabuilder-Labs/tokenjam#759 · Opened Sep 10, 2026

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• optimize: daemon-backed tj optimize <analyzer> renders unrequested findings

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  bug

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

  Metabuilder-Labs/tokenjam#758 · Opened Sep 10, 2026

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• quota audit: partial-coverage dollar totals are rendered without a coverage indication

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  Difficulty 3/5 1-2 days Newbie friendliness 57/100

  Metabuilder-Labs/tokenjam#742 · Opened Sep 2, 2026

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• Session-end hooks in ingest.py swallow DuckDB fatals (Critical Rule 45b)

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  Difficulty 4/5 3-5 days Newbie friendliness 53/100

  Metabuilder-Labs/tokenjam#740 · Opened Sep 2, 2026

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• CLI: consolidate the remaining hand-rolled `db is None` messages onto the shared guard

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  Difficulty 4/5 3-5 days Newbie friendliness 54/100

  Metabuilder-Labs/tokenjam#733 · Opened Aug 25, 2026

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• CLI: --help detection should skip tokens Click consumes as an option value

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

  Metabuilder-Labs/tokenjam#728 · Opened Aug 17, 2026

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• test-isolation: global set_tracer_provider collision across agent test modules (14 failures when run together)

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  Difficulty 4/5 3-5 days Newbie friendliness 65/100

  Metabuilder-Labs/tokenjam#641 · Opened Jul 28, 2026

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• tj serve daemon lifecycle: launchd unit written but never loaded, stale OTLP endpoints lose telemetry silently

  May be free again A pull request for this issue was closed without being merged. Open

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

  Metabuilder-Labs/tokenjam#614 · Opened Jul 26, 2026

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• Dashboard fan-out over a large DB wedges the daemon: a read route raises httpcore.ReadTimeout from inside its own handler

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

  Metabuilder-Labs/tokenjam#612 · Opened Jul 26, 2026

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• Test suite fails on Python 3.13 (95 failures) while CI only covers 3.10-3.12

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  bug help wanted

  Difficulty 4/5 3-5 days Newbie friendliness 52/100

  Metabuilder-Labs/tokenjam#611 · Opened Jul 26, 2026

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• tj context shows unweighted re-read shares and names ended sessions as action items

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  Difficulty 3/5 1-2 days Newbie friendliness 66/100

  Metabuilder-Labs/tokenjam#593 · Opened Jul 25, 2026

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• tj status repeats its framing note per agent and gives SDK agents a Claude Code-only CTA

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  Difficulty 2/5 1-3 hours Newbie friendliness 85/100

  Metabuilder-Labs/tokenjam#591 · Opened Jul 25, 2026

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• CLI-wrapper test coverage gaps: all tj loop subcommands and backfill langfuse/helicone wrappers untested

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  Difficulty 3/5 1-2 days Newbie friendliness 57/100

  Metabuilder-Labs/tokenjam#569 · Opened Jul 25, 2026

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• tokenjam: ruff pinned <0.16 to unblock CI — triage the ~470 new ruff 0.16 default findings and unpin deliberately

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  enhancement good first issue help wanted

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

  Metabuilder-Labs/tokenjam#567 · Opened Jul 25, 2026

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• backfill fast-path 300-session cap is global, so onboarding a new repo can miss that repo's own history

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

  Metabuilder-Labs/tokenjam#566 · Opened Jul 25, 2026

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• relearn: _FAMILY_BY_KEY.setdefault freezes distilled fix text for the daemon's process lifetime

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

  Metabuilder-Labs/tokenjam#564 · Opened Jul 25, 2026

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• tj stop SIGTERM wait is a fixed 2s and may be too short under load

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

  Metabuilder-Labs/tokenjam#562 · Opened Jul 25, 2026

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• tj serve state file does not scope multiple configs under one HOME

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

  Metabuilder-Labs/tokenjam#561 · Opened Jul 25, 2026

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• sdk-ts/package-lock.json is stale; npm install rewrites it (0.2.3->0.5.7)

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

  Metabuilder-Labs/tokenjam#559 · Opened Jul 25, 2026

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• tj --json output is non-deterministic run-to-run (wall-clock, random sample, cross-worktree scan)

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  Difficulty 4/5 3-5 days Newbie friendliness 52/100

  Metabuilder-Labs/tokenjam#558 · Opened Jul 25, 2026

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• schema_validations DB table is write-only — validation data accumulates with zero product-code readers

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

  Metabuilder-Labs/tokenjam#557 · Opened Jul 25, 2026

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• Token-aggregate guard checks completeness but not null-safety, so the null-collapse variant can return

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

  Metabuilder-Labs/tokenjam#556 · Opened Jul 25, 2026

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• Drift baselines never form on bulk-ingested SDK data (baseline null after 21k spans)

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

  Metabuilder-Labs/tokenjam#555 · Opened Jul 25, 2026

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• Post-merge Greptile P2 pair on the onboarding batch: drift-guard regex misses trailing comments; data_access error copy blames the DB when config is missing

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

  Metabuilder-Labs/tokenjam#553 · Opened Jul 25, 2026

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• Offer external-source backfill (langfuse/helicone/otlp) at onboard

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  enhancement

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

  Metabuilder-Labs/tokenjam#486 · Opened Jul 14, 2026

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• Post-0.5.3 fast-follow: batched polish + hardening

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

  Metabuilder-Labs/tokenjam#402 · 1 comment · Opened Jul 3, 2026

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• SDK-services inactive list shows "today" cost, not lifetime spend (split-zones dashboard)

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

  Metabuilder-Labs/tokenjam#376 · Opened Jul 2, 2026

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• PyPI/npm download stats aren't archived longitudinally (no worldwide install curve over time)

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

  Metabuilder-Labs/tokenjam#375 · Opened Jul 2, 2026

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• [mcp] Include a "verify with bench" hint in get_optimize_report downsize findings

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  Difficulty 3/5 Half a day Newbie friendliness 65/100

  Metabuilder-Labs/tokenjam#334 · Opened Jun 28, 2026

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• [export] Note bench validation in exported routing-config comments

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  Difficulty 1/5 Under an hour Newbie friendliness 68/100

  Metabuilder-Labs/tokenjam#332 · Opened Jun 28, 2026

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• [Lens] Add a "Prove this holds" link on the Optimize screen's downsize candidates

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

  Metabuilder-Labs/tokenjam#331 · Opened Jun 28, 2026

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• `tj context`: attribute MCP schema-injection tokens as a named overhead category

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

  Metabuilder-Labs/tokenjam#328 · 1 reaction · Opened Jun 27, 2026

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• [Lens] 'Total tokens' headline is dominated by re-counted cache-read; surface cache-read separately

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  enhancement

  Difficulty 3/5 1-2 days Newbie friendliness 57/100

  Metabuilder-Labs/tokenjam#301 · Opened Jun 25, 2026

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• [Lens] Render alert detail as formatted fields instead of raw JSON

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  Difficulty 3/5 1-2 days Newbie friendliness 65/100

  Metabuilder-Labs/tokenjam#297 · Opened Jun 24, 2026

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• [Lens] Trace waterfall doesn't position spans along a time axis

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  Difficulty 3/5 1-2 days Newbie friendliness 55/100

  Metabuilder-Labs/tokenjam#296 · 1 comment · Opened Jun 24, 2026

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• docs: Add a tj demo (Agent Incident Library) doc page

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  Difficulty 1/5 Under an hour Newbie friendliness 58/100

  Metabuilder-Labs/tokenjam#286 · Opened Jun 24, 2026

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• [examples] Add a tj demo incident scenario for a tool-error cascade

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  Difficulty 2/5 1-3 hours Newbie friendliness 75/100

  Metabuilder-Labs/tokenjam#283 · Opened Jun 24, 2026

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• [Lens] Styling pass: stronger section headings + per-product branding consistent with tokenjam.dev

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

  Metabuilder-Labs/tokenjam#264 · Opened Jun 23, 2026

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• [Lens] Traces list: group by agent with collapsible (collapsed-by-default) sections

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  Difficulty 3/5 1-2 days Newbie friendliness 66/100

  Metabuilder-Labs/tokenjam#248 · Opened Jun 23, 2026

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• [enhancement] Make tj optimize / /api/v1/optimize framing window-independent (consistency with cost) — DEFERRED to 0.4.3

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

  Metabuilder-Labs/tokenjam#204 · Opened Jun 22, 2026

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• Tracking: agent examples + analyzer validation on real OSS agent workloads

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

  Metabuilder-Labs/tokenjam#193 · Opened Jun 21, 2026

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• tj optimize verbosity remedy tells the user to fix something but names no file, line, or config key

  Possibly taken @JhaSourav07 claimed this 3 days ago. Open

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  bug

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

  Metabuilder-Labs/tokenjam#576 · 1 comment · Opened Jul 25, 2026

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