Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
日本語の概要は準備中です。原文の説明を表示しています。
Run the Anti-Autoresearch integrity-forensics DETERMINISTIC slice (numeric core + rules-only reporter) against a paper via a SHA-pinned thin launcher, then convert the verdict into a typed policy gate (BLOCK/WARN/NO_NEW_BLOCKER) and an append-only obligations ledger. Codex-native limitation: upstream ships no Codex-native auditor pack, so the full nine-dimension semantic sweep requires a Claude Code session — this pack runs the honestly-scoped deterministic-only mode (it can flag, it can never say CLEAN). Use when user says "integrity forensics", "forensic audit this paper", "投稿前自查诚信".
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Audit target: $ARGUMENTS
Same launcher doctrine as the mainline skill: SHA-pin, upstream eval-gate validation per pin, delegate unchanged, no vendoring, no forking, no reviewer knobs. The one Codex-native difference: upstream's nine auditor skills are Claude-Code contracts, so this pack runs upstream's deterministic-only mode — the numeric forensic core (GRIM / GRIMMER / statcheck / delta arithmetic) plus the rules-only reporter with an all-
review_unavailablecoverage map. That mode is honestly scoped by upstream: it can raise HARD/SOFT flags; it can NEVER returnCLEAN_GIVEN_EVIDENCE. Translating upstream's reviewer calls intospawn_agentwould REWRITE an upstream contract — forbidden.
https://github.com/wanshuiyin/Anti-Autoresearch.gitb47af6f983b38347b6d2110379e266400597cf66 — never
tracks HEAD; bumping is a reviewed change (mainline Pin-bump checklist).~/.aris/anti-autoresearch — host-neutral. An older clone at
~/.claude/anti-autoresearch is unused; move it and its .aris_eval_ok_*
receipt to keep an offline deterministic-only run working — this pack's own
mode — otherwise delete it whenever convenient.— effort: mapping onto upstream settings.CLONE_DIR="$HOME/.aris/anti-autoresearch"
ANTI_AR_COMMIT="b47af6f983b38347b6d2110379e266400597cf66"
mkdir -p "$HOME/.aris"
if [ ! -d "$CLONE_DIR/.git" ]; then
git clone --no-checkout https://github.com/wanshuiyin/Anti-Autoresearch.git "$CLONE_DIR"
fi
git -C "$CLONE_DIR" cat-file -e "$ANTI_AR_COMMIT^{commit}" 2>/dev/null \
|| git -C "$CLONE_DIR" fetch -q origin
git -C "$CLONE_DIR" checkout -qf "$ANTI_AR_COMMIT" || { echo "FATAL: cannot checkout pin"; exit 1; }
# pristine tree at the pin — local tampering (incl. nested-repo injections;
# hence double -f) must not run under the pin's name; verify, don't assume
git -C "$CLONE_DIR" reset --hard -q "$ANTI_AR_COMMIT" || { echo "FATAL: reset failed"; exit 1; }
git -C "$CLONE_DIR" clean -ffdxq || { echo "FATAL: clean failed"; exit 1; }
[ -z "$(git -C "$CLONE_DIR" status --porcelain)" ] || { echo "FATAL: tree not pristine"; exit 1; }
# marker OUTSIDE the clone (a marker inside a tamperable tree proves nothing)
MARKER="${CLONE_DIR}.aris_eval_ok_${ANTI_AR_COMMIT}"
if [ ! -f "$MARKER" ]; then
( cd "$CLONE_DIR" && python3 eval/run_eval.py ) || {
echo "FATAL: upstream eval gate FAILED at pin — refusing an unvalidated pin"; exit 1; }
touch "$MARKER"
fi
Open $CLONE_DIR/workflows/anti-autoresearch/SKILL.md and follow its
deterministic-only path (its own documented degraded mode): Step 0 ingest →
Step 1 evidence ledger → deterministic auditors → adjudication with the
generated all-review_unavailable coverage map. Wrapper rules: run every
upstream bash block with cd "$CLONE_DIR" (upstream self-locates via
git rev-parse --show-toplevel); refer to the paper by ABSOLUTE path; never
rewrite upstream outputs.
Expected outcome: report.json whose verdict is HARD_FLAGS / SOFT_FLAGS /
REVIEW_UNAVAILABLE — by construction never CLEAN_GIVEN_EVIDENCE.
Resolve forensics_gate.py via the canonical helper chain
(shared-references/integration-contract.md §2, Policy A), then:
python3 "$GATE_HELPER" evaluate --report "$PAPER_DIR/report.json" --paper-dir "$PAPER_DIR" \
--anti-ar-commit "$ANTI_AR_COMMIT" --executor-model "codex-gpt-6-astra"
Policy: HARD_FLAGS → BLOCK · REVIEW_UNAVAILABLE → BLOCK (which a
deterministic-only run reports whenever it found no flags — the semantic
dimensions never ran, so nothing may wave the paper through) · SOFT_FLAGS →
WARN. The gate records same-family proposal provenance for a Codex
executor — informational: this gate only raises flags, it grants nothing.
The downstream preflight is ONE command:
python3 "$GATE_HELPER" fresh --paper-dir "$PAPER_DIR" --anti-ar-commit "$ANTI_AR_COMMIT"
— exit 0 ⟺ produced at the current pin ∧ gate
exists ∧ paper unchanged since ∧ gate matches the current ledger ∧ decision
pass-capable (WARN/NO_NEW_BLOCKER), where the decision is RE-computed from
the sha-verified archived report + live ledger (the stored token is display,
not authority). Any ledger mutation deletes the standing gate.json, and
evaluate refuses a report older than any paper file — neither a stale pass
nor a stale report can be replayed.
Identical obligations discipline to the mainline skill: append-only ledger,
UNRESOLVED_DISAPPEARANCE on vanished-but-unresolved findings, typed + hashed
resolve receipts (corrected-from-results | claim-narrowed | claim-withdrawn | citation-replaced; --verified-by must be typed provenance —
human:<name> / checker:<tool> / cross-family-review:<thread-id> — and
the evidence file is RE-hashed on every later gate), human-only waive
(never a resolution), and The One Forbidden Loop: never "edit → re-sweep
→ repeat until it stops flagging".
Numeric obligations route to the result files; the rest to the matching audit
skill or the human.
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
日本語の概要は準備中です。原文の説明を表示しています。
Use when main results pass result-to-claim (`claim_supported = yes` or `partial`) and ablation studies are needed for paper submission. A secondary Codex agent designs ablations from a reviewer's perspective; the local executor reviews feasibility and implements.
日本語の概要は準備中です。原文の説明を表示しています。
Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/AlphaXiv URL, or provides a bare arXiv ID for quick understanding - not for broad literature search.
日本語の概要は準備中です。原文の説明を表示しています。
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data.
日本語の概要は準備中です。原文の説明を表示しています。
Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants to find and save papers from arXiv to the local paper library.
日本語の概要は準備中です。原文の説明を表示しています。
Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
日本語の概要は準備中です。原文の説明を表示しています。