ablation-planner
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about it) against a paper via a SHA-pinned thin launcher — then convert the verdict
$ npx -y skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill integrity-forensics --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/integrity-forensicsContext preview
The summary Claude sees to decide when to auto-load this skill.
Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about it) against a paper via a SHA-pinned thin launcher — then convert the verdict
name: integrity-forensics description: "Run the Anti-Autoresearch integrity-forensics sweep (span-anchored evidence ledger → GPT auditors propose findings → a rules-only reporter that lists every proposal with what the auditor said about it) 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. Use when user says \"integrity forensics\", \"forensic audit this paper\", \"投稿前自查诚信\", \"审这篇论文的诚信\", or says \"anti-autoresearch\" when the upstream repo's own skills are not installed. Also invoked by /paper-writing (submission self-forensics, default ON), /peer-review (forensic appendix), /resubmit-pipeline." argument-hint: "[paper-dir | pdf | arxiv-id]" allowed-tools: Bash(*), Read, Write, Grep, Glob, mcp__codex__codex
Audit target: **$ARGUMENTS**
> **What this is.** ARIS generates papers; [Anti-Autoresearch](https://github.com/wanshuiyin/Anti-Autoresearch) > is its outward-pointed dual — reviewer-side integrity forensics (46 patterns > across 8 families, deterministic GRIM/GRIMMER/statcheck core, span-anchored > claims, a rules-only reporter that summarizes rather than adjudicates). This skill is a > **thin launcher**: it pins an upstream commit, validates the pin with the > upstream eval gate, delegates execution unchanged, and post-processes the > verdict into ARIS's policy vocabulary. It vendors nothing and forks nothing.
> 🔁 **Cadence fence** (`shared-references/external-cadence.md`): this skill is > verdict-bearing decision support. Do not wrap it in `/loop` / `/schedule` — > and NEVER as "iterate edits until it stops flagging" (see The One Forbidden > Loop below).
The launcher NEVER tracks upstream HEAD; bumping this constant is a reviewed change (see Pin-bump checklist).
on purpose: ARIS also runs on DeepSeek Harness, Codex CLI, Cursor, Trae, Antigravity and Copilot CLI, where `~/.claude/` would name an installation the user does not have. An older clone at `~/.claude/anti-autoresearch` is unused; move it and its `.aris_eval_ok_*` receipt only to keep an offline deterministic-only run working, otherwise delete it whenever convenient.
parameters and never maps ARIS `— effort:` onto upstream settings. The pinned upstream runs exactly what it pins (`gpt-6-astra` + `xhigh`, its own design decision). Overriding upstream review policy from a launcher would create a second, unauditable configuration surface.
(`shared-references/integration-contract.md` §2): `.aris/tools/` → `tools/` → `$ARIS_REPO/tools/` → `$ARIS_REPO/tools/` via `~/.aris/repo`. Failure policy A (required): if it cannot be resolved at `assurance: submission`, STOP — never improvise the gate.
CLONE_DIR="$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 "$CLONE_DIR"
fi
# fetch ONLY if the pin isn't already present — a cached, validated pin works offline
git -C "$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 pinned commit $ANTI_AR_COMMIT"; exit 1; }
# Force a PRISTINE tree at the pin — local tampering with the clone (edited
# adjudicator, injected module, even one hidden inside a NESTED git repo,
# which single-f clean skips) must not survive bootstrap and run under the
# official pin's name. Every step is checked; then the tree is verified.
git -C "$CLONE_DIR" reset --hard -q "$ANTI_AR_COMMIT" || {
echo "FATAL: reset to pin failed"; exit 1; }
git -C "$CLONE_DIR" clean -ffdxq || {
echo "FATAL: clean failed"; exit 1; }
[ -z "$(git -C "$CLONE_DIR" status --porcelain)" ] || {
echo "FATAL: clone is not pristine after reset+clean — refusing to run"; exit 1; }
# One-time-per-pin validation: the upstream eval gate (8 injected-defect
# classes, 100% recall + zero clean false positives) must PASS before this
# pin is allowed to produce a verdict. NEVER skip; NEVER proceed on failure.
# The marker lives OUTSIDE the clone: a marker inside a tamperable tree proves
# nothing (and `git clean` above would erase it, forcing re-eval every run).
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 $ANTI_AR_COMMIT — refusing to"
echo " use an unvalidated forensics pin for verdicts."; exit 1; }
touch "$MARKER"
fi
echo "anti-autoresearch pinned at $ANTI_AR_COMMIT (eval gate: validated)"Open and follow **`$CLONE_DIR/workflows/anti-autoresearch/SKILL.md`** end to end on the target. Two wrapper rules — the ONLY things this launcher adds:
1. **cwd.** Upstream skills self-locate via `git rev-parse --show-toplevel`. Run every upstream bash block with `cd "$CLONE_DIR"` first — ALWAYS the cd, never just an exported `ROOT` (upstream blocks re-derive ROOT themselves and would overwrite it) — and refer to the paper by **absolute path**, otherwise upstream resolves ROOT to the ARIS repo and finds the wrong Python spine. 2. **Codex calls carry `approval-policy: never` + `sandbox: read-only`** (session hygiene; upstream already specif
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