chore(board): PROMPTS_VS_PRS ledger — 25 scoped briefs by AdaWorldAPI · Pull Request #110 · AdaWorldAPI/ndarray

AdaWorldAPI · 2026-04-19T14:15:23Z

Summary

Adds .claude/board/PROMPTS_VS_PRS.md — a bookkeeping ledger pairing each scoped brief in .claude/prompts/ (25 total) with its matching merged PR.

4 briefs mapped to merged PRs feat: index Reader LM 1.5B + BGE-M3 for OSINT pipeline jinaai/reader-lm-1.5b (safetensors, 1 shard, 3.1 GB): HTML→Markdown local model. No Jina API needed. bgz7 → palette → O(1) HTML structure recognition. CompendiumLabs/bge-m3-gguf (GGUF F16, ~1.2 GB): Multilingual embedding model. Replaces DeepNSM for non-English. bgz7 → palette → O(1) semantic similarity. Together: Reader LM reads the web, BGE-M3 embeds it, AriGraph stores it as SPO triplets, AutocompleteCache routes it at 17K tok/sec. https://claude.ai/code/session_01M3at4EuHVvQ8S95mSnKgtK #72, feat: hhtl_cascade_search score_fn callback — LEAF level pluggable score_fn(row, col) -> f32 replaces the hardcoded 1.0 placeholder. lance-graph passes LanceDB VectorSearch as the LEAF backend. ndarray provides the cascade logic. lance-graph provides the data. 23 p64 tests passing. https://claude.ai/code/session_01M3at4EuHVvQ8S95mSnKgtK #73, fix: HttpRangeReader stall detection, CDN re-resolve, HF API resolve Root cause: 21 GB tensor reads stall silently when HuggingFace CDN drops the TCP connection. curl sits forever with no data. Fixes: - --speed-limit 100000 --speed-time 30: abort if < 100 KB/s for 30s - Re-resolve URL on 403 (CDN token expiry after ~1 hour) - Segment-aligned fetches (no overlapping reads on sequential access) - 6 retries (was 4) with capped exponential backoff (max 32s) - from_hf() constructor: resolves via huggingface_hub Python API first, falls back to curl HEAD, then HF REST API. Stores repo/filename for automatic re-resolution on token expiry. - resolve_hf_url() tries 3 methods: Python HF API → curl HEAD → REST API https://claude.ai/code/session_01HmdXNPit7QsTCfhJFef3Ee #74, feat(hpc): WHT polyfill, i2 quantization, pub kmeans #105 (by filename keyword)
21 briefs marked none where no keyword match existed
Exactly one ledger line per prompt file (append-only)

Test plan

wc -l .claude/board/PROMPTS_VS_PRS.md returns 25
Spot-check a few entries match the referenced PR titles

https://claude.ai/code/session_01AjKhV6bDne3ALQUPqt3ZsJ

…ed PRs Bookkeeping ledger pairing each prompt brief in .claude/prompts/ with its matching PR (by filename keyword). 4 mapped to merged PRs #72/#73/#74/#105; 21 marked `none` where no keyword match existed.

Create .claude/board/EPIPHANIES.md with the finding. PR #110 + lance-graph PR #213 demonstrated the dumb-bookkeeper pattern: ~90 seconds, Haiku, enumerate+match+append. Result is a grep-addressable index of every shipped artifact keyed by the prompt-file brief that birthed it. For every future "what did we ship about X" query the ledger replaces a full-codebase grep with a single line — ~25 tokens vs ~25M tokens. Seven orders of magnitude cheaper. https://claude.ai/code/session_01SbYsmmbPf9YQuYbHZN52Zh

chore(board): PROMPTS_VS_PRS ledger — 25 scoped briefs mapped to merg…

905ce85

…ed PRs Bookkeeping ledger pairing each prompt brief in .claude/prompts/ with its matching PR (by filename keyword). 4 mapped to merged PRs #72/#73/#74/#105; 21 marked `none` where no keyword match existed.

AdaWorldAPI merged commit 9d0c9cb into master Apr 19, 2026
5 of 14 checks passed

AdaWorldAPI mentioned this pull request Apr 19, 2026

docs: EPIPHANIES.md — ledger efficiency + ambient arc-knowledge loss findings #111

Merged

2 tasks

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

chore(board): PROMPTS_VS_PRS ledger — 25 scoped briefs#110

chore(board): PROMPTS_VS_PRS ledger — 25 scoped briefs#110
AdaWorldAPI merged 1 commit into
masterfrom
claude/organize-bookkeeping-docs-PAxTU

AdaWorldAPI commented Apr 19, 2026

Uh oh!

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

2 participants

Conversation

AdaWorldAPI commented Apr 19, 2026

Summary

Test plan

Uh oh!

Uh oh!

Reviewers

Assignees

Labels

Projects

Milestone

Development

Uh oh!

2 participants