/wiki-enrich

name: wiki-enrich
description: "Fill in the per-paper TODO sections of research-wiki/papers/<slug>.md pages that literature-ingest skills leave as bare scaffolds. Use when user says 'enrich wiki', 'fill paper TODOs', 'wiki body 補完', '把 paper 摘要寫進 wiki', 'research-wiki 自動填', or after a batch ingest that left papers/ as TODO scaffolds."
argument-hint: "[target: slug|missing|all] [--source alphaxiv|deepxiv|arxiv|auto] [--force] [--max N]"
allowed-tools: Bash(*), Read, Write, Edit, Glob, Grep, WebFetch

Wiki Enrich: Fill Paper TODO Sections (Karpathy LLM-Wiki)

Target: **$ARGUMENTS**

Why this skill exists

`ingest_paper` (called by `/research-lit`, `/arxiv`, `/alphaxiv`, `/deepxiv`, `/semantic-scholar`, `/exa-search`, `/firecrawl-search`) only renders the per-paper scaffold — frontmatter + abstract + **10 fillable** `_TODO._` placeholder sections (plus two protected sections: `## Connections` is graph-summary and `## Abstract (original)` is auto-populated when `--arxiv-id` is given). No downstream skill in ARIS fills those 10 sections; the wiki sits as TODO until someone reads each paper.

This contradicts the Karpathy LLM-wiki design (https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f):

> "You never (or rarely) write the wiki yourself — the LLM writes and maintains all of it. … The tedious part of maintaining a knowledge base is not the reading or the thinking — it's the bookkeeping. … LLMs don't get bored, don't forget to update a cross-reference, and can touch 15 files in one pass."

`/wiki-enrich` is the missing back half of `ingest_paper`: it reads each scaffolded paper page, fetches paper content from external sources via a graceful fallback chain (see Phase 2.3 for the full 5-source chain), and rewrites the 10 fillable TODO sections into 1-3 sentence prose summaries.

Constants

• **WIKI_ROOT = `research-wiki/`** — Resolved relative to git root. Skill hard-fails if not a directory.
• **TARGET_DEFAULT = `missing`** — When no target is given, enrich only papers with ≥1 TODO section. Other targets: `<slug>` (one paper) or `all` (every paper, even ones already enriched — usually combined with `--force` to overwrite).
• **SOURCE_DEFAULT = `auto`** — Fetch order: alphaxiv overview → alphaxiv abs → deepxiv brief → arXiv API abstract → page abstract fallback. First non-empty wins (full chain documented in Phase 2.3 table). Override with `--source` to pin one source.
• **MAX_PAPERS = 20** — Hard cap per invocation; LLMs touch many files but token budgets are real. Override with `--max N`.
• **FORCE = false** — When `false` (default), skip sections that already have non-TODO content. When `true`, overwrite every fillable section, but **never** touch the two protected sections: `## Connections` (auto-generated from `edges.jsonl`) and `## Abstract (original)` (immutable arXiv-fetched source data).
• **SECTIONS_TO_FILL** — 10 fillable sections + 2 protected. `ingest_paper` (`research_wiki.py:436-473`) scaffolds 11 section headers unconditionally and a 12th — `## Abstract (original)` — only when arXiv returns an abstract for the given `--arxiv-id` (`research_wiki.py:469-473`). Of these, 10 carry a `_TODO._` (or `_TODO: fill in after reading._`) marker and need filling. The other 2 — `## Connections` (position 10 in the enumeration below) and `## Abstract (original)` (position 12, conditional) — are protected by construction: `Connections` is auto-generated from `graph/edges.jsonl`, `Abstract (original)` is immutable source data from the arXiv API. This skill writes to the 10, never the 2.

1. `One-line thesis` (marker: `_TODO: fill in after reading._`) 2. `Problem / Gap` (marker: `_TODO._`) 3. `Method` (marker: `_TODO._`) 4. `Key Results` (marker: `_TODO._`) 5. `Assumptions` (marker: `_TODO._`) 6. `Limitations / Failure Modes` (marker: `_TODO._`) 7. `Reusable Ingredients` (marker: `_TODO._`) 8. `Open Questions` (marker: `_TODO._`) 9. `Claims` (marker: `_TODO._`) — fill with `_No claims tracked yet._` if no `claim:` edges point to this paper; otherwise list them. 10. `Connections` — **NEVER edit** (auto-generated from `graph/edges.jsonl`). 11. `Relevance to This Project` (marker: `_TODO._`) — use `RESEARCH_BRIEF.md`, `CLAUDE.md`, or `gap_map.md` for project context. If no project context exists, leave as TODO and report it. 12. `Abstract (original)` — leave alone (already populated by `ingest_paper` when `--arxiv-id` was used).

> 💡 Examples: > - `/wiki-enrich` — enrich every paper with ≥1 TODO section (most common usage) > - `/wiki-enrich vllm` — enrich a single paper by slug > - `/wiki-enrich all --force` — rewrite every paper from scratch (use when you've adopted a new style) > - `/wiki-enrich --source alphaxiv --max 5` — only use alphaxiv, only do 5 papers > - `/wiki-enrich missing --max 50` — bigger batch (watch token budget)

Pre-flight

Resolve `$WIKI_ROOT` and `$WIKI_SCRIPT` (canonical chain — see `shared-references/wiki-helper-resolution.md`):

cd "$(git rev-parse --show-toplevel 2>/dev/null || pwd)" || exit 1
[ -d research-wiki/ ] || { echo "ERROR: research-wiki/ not found. Run /research-wiki init first." >&2; exit 1; }

ARIS_REPO="${ARIS_REPO:-$(awk -F'\t' '$1=="repo_root"{print $2; exit}' .aris/installed-skills.txt 2>/dev/null)}"
if [ -z "${ARIS_REPO:-}" ] && [ -f "$HOME/.aris/repo" ]; then
  ARIS_REPO=$(cat "$HOME/.aris/repo" 2>/dev/null) || true
fi
WIKI_SCRIPT=".aris/tools/research_wiki.py"
[ -f "$WIKI_SCRIPT" ] || WIKI_SCRIPT="tools/research_wiki.py"
[ -f "$WIKI_SCRIPT" ] || { [ -n "${ARIS_REPO:-}" ] && WIKI_SCRIPT="$ARIS_REPO/tools/research_wiki.py"; }
[ -f "$WIKI_SCRIPT" ] || { echo "ERROR: research_wiki.py not found." >&2; exit 1; }

If either fails, **hard-fail** — this skill manipulates wiki state and must not run blind.

Workflow

Phase 1: Parse target + discover candidates

Parse `$ARGUMENTS` for the first positional (target) and flags (`--source`, `--force`, `--max`).

Build the candidate paper list