Avijit-Kumar-GIT/fella

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A tiny, local-first AI analyst for your own files by computing real SQL/Python answers and shows its work.

Stars: 0
Forks: 0
Open beginner issues: 0
Indexed issues: 37
Avg merge: 5h 19m
Merged PRs (30d): 72

Dominant language: Rust
License: MIT
Last GitHub push: Sep 15, 2026
Latest indexed: Sep 15, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue help wanted

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37 open issues indexed

Patch known bugs without a full release: auto-updater or a "fella doctor" tool Open

enhancement

Avijit-Kumar-GIT/fella#14 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Publish interaction/TUI latency percentiles + binary size as tracked metrics Open

enhancement

Avijit-Kumar-GIT/fella#47 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Memory: end-of-session tidy pass (vague notes -> precise) Open

enhancement

Avijit-Kumar-GIT/fella#53 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
verify: catch "valid query, wrong question" answers, not just ungrounded ones Open

enhancement

Avijit-Kumar-GIT/fella#67 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
folder-QA battery v2: the current battery no longer stresses the harness Open

enhancement

Avijit-Kumar-GIT/fella#68 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Fail fast on a hung provider request (client-side timeout) Open

enhancement

Avijit-Kumar-GIT/fella#69 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Loop runs SQL for questions already answerable from the schema sample rows Open

enhancement

Avijit-Kumar-GIT/fella#70 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Marketplace go-live: turn the fella-web /packs route on Open

enhancement

Avijit-Kumar-GIT/fella#75 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
verify: shadow-query a second opinion for simple single-table aggregates Open

enhancement

Avijit-Kumar-GIT/fella#77 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
verify: flag a multi-file question answered from only one table Open

enhancement

Avijit-Kumar-GIT/fella#79 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
verify: cost-gated self-consistency re-check for cases the shadow query can't cover Open

enhancement

Avijit-Kumar-GIT/fella#80 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Relevance-scoped retrieval from memory.md as it grows Open

enhancement

Avijit-Kumar-GIT/fella#82 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Local, telemetry-free log of "couldn't do this" signals for roadmap feedback Open

enhancement

Avijit-Kumar-GIT/fella#86 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
folder-QA v2: deep multi-file / multi-hop tier (3+ files, derived join keys) Open

enhancement

Avijit-Kumar-GIT/fella#87 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
folder-QA v2: hard & ambiguous questions tier (implicit terms, bundled asks, wrong premises) Open

enhancement

Avijit-Kumar-GIT/fella#88 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
folder-QA v2: qualitative/research-style questions — and the grading problem they create Open

enhancement

Avijit-Kumar-GIT/fella#89 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Support .ics calendar exports as a queryable table Open

enhancement good first issue

Avijit-Kumar-GIT/fella#108 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Windows: polish the install-script and SmartScreen experience Open

enhancement

Avijit-Kumar-GIT/fella#109 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Small doc improvements: slash-command edge cases, Linux distro coverage, a first-5-minutes walkthrough Open

documentation

Avijit-Kumar-GIT/fella#110 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Semantic coloring of figures in an answer (direction, not just markdown) Open

enhancement

Avijit-Kumar-GIT/fella#114 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Mermaid diagrams for structural/relational answers, alongside make_chart's bar/line Open

enhancement

Avijit-Kumar-GIT/fella#115 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
A deterministic outlier/anomaly tool (z-score or IQR over a column) Open

enhancement

Avijit-Kumar-GIT/fella#116 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
A deterministic correlation tool between two columns Open

enhancement

Avijit-Kumar-GIT/fella#117 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
A dashboard augment: saved recurring questions/charts, refreshed against current data Open

enhancement

Avijit-Kumar-GIT/fella#118 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Suggested follow-up questions after an answer Open

enhancement

Avijit-Kumar-GIT/fella#119 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Surface a pattern from memory.md itself ("you've asked about X repeatedly") Open

enhancement

Avijit-Kumar-GIT/fella#120 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Native model: tiny file-routing/ranking model (question + candidate files → relevant subset) Open

enhancement

Avijit-Kumar-GIT/fella#121 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Native model: tiny ingest-normalization model (messy cell value → canonical value) Open

enhancement

Avijit-Kumar-GIT/fella#122 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Native model: tiny SQL-generation model (question + known schema → query) Open

enhancement

Avijit-Kumar-GIT/fella#123 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Extract the verification layer as a standalone library, usable by any tool-calling agent Open

enhancement

Avijit-Kumar-GIT/fella#124 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Retrieval-at-scale: a real fix for large folders (50k+ files), not just JIT schema sampling Open

enhancement

Avijit-Kumar-GIT/fella#125 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Harness-as-CI: enforce the project's own non-negotiables mechanically, not just by review Open

enhancement

Avijit-Kumar-GIT/fella#126 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
A public, crowdsourced model-floor leaderboard against the agent_eval suite Open

enhancement help wanted

Avijit-Kumar-GIT/fella#127 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Treat the messiness-trap catalog as an ongoing contribution surface, not a closed benchmark Open

enhancement

Avijit-Kumar-GIT/fella#128 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
In-folder file metadata (size, mtime, permissions, type) as a read-only extension Open

enhancement

Avijit-Kumar-GIT/fella#129 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Should fella ever see system-level info outside the open folder? (a deliberate scope decision, not a feature yet) Open

question

Avijit-Kumar-GIT/fella#130 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
No detection or recovery when Ollama fails to structure a model's tool-call attempt Open

bug

Avijit-Kumar-GIT/fella#131 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

Avijit-Kumar-GIT/fella

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