Home / wanshuiyin / anti-autoresearch · GitHub

evidence-ledger SKILL.md skillB

evidence-ledger from wanshuiyin/anti-autoresearch is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add wanshuiyin/anti-autoresearch/evidence-ledger@git:20260810.98a75fc

Pins git:20260810.98a75fc in mdr.lock. Pin the fingerprint instead.

Audit grade: B, 16 of 17 checks passed
Kind: SKILL.md skill
Repository: wanshuiyin/anti-autoresearch
Path: skills/evidence-ledger/SKILL.md
Versions recorded: 5
Latest version: git:20260810.98a75fc, committed Aug 10, 2026
First version recorded: Jun 28, 2026
Size: 45,299 bytes
Repository stars: 179
License: MIT

Build the deterministic evidence ledger (artifact_manifest.json + claims.json) that every other Anti-Autoresearch auditor reads. One pass inventories artifacts, derives the observability level (L0 PDF-only / L1 +LaTeX / L2 +repo+results) by fixed rule, and extracts span-anchored, hashed, checkable claims (numbers, comparisons, scope, method, baselines, citations, captions, table cells) into claims.json. An OPTIONAL additive cross-model pass ADDS span-anchored semantic claims — method, theorem…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Evidence Ledger — the spine every auditor reads

> Infrastructure skill, **not an auditor**. It produces the *only* structure the
> auditor skills are allowed to reason over, so they don't each re-read the PDF and
> hallucinate a different table and a different list of numbers. It emits **no
> findings and no verdict** — only `artifact_manifest.json` + `claims.json`. See
> `references/integrity-forensics-contract.md` §"The pipeline" (stages [1]–[2]).

Build the ledger for: **$ARGUMENTS**

> 🔁 **Not verdict-bearing — but not a polling skill either.** The deterministic
> backbone (Steps 1–2) is a *pure function of the hashed sources*: same source bytes
> → byte-identical `claims.json`. Re-run it only when the sources change, never on a
> wall-clock timer. The only non-deterministic part is the optional enrichment pass
> (Step 3), which is additive and skippable. Do **not** wrap this skill in `/loop` /
> `/schedule` / `CronCreate`; there is no verdict to re-fire and no external event to
> wait on.

## Why this exists

Five language-model auditors each independently parsing a PDF = five different
hallucinated tables and five different number lists, none reproducible — and the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add wanshuiyin/anti-autoresearch/evidence-ledger@sha256:1d1b58bf2ca148a0

The line at the top of this page pins the label git:20260810.98a75fc, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_ughms3azdj6ij62u.svg)](https://markdownregistry.com/a/art_ughms3azdj6ij62u)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 28, 2026 and Aug 10, 2026, about one every 11 days.

version	committed	commit	size	audit
git:20260810.98a75fc latest	2026-08-10	98a75fc	45,299 B	B	view · diff
git:20260810.94439ad	2026-08-10	94439ad	45,295 B	B	view · diff
git:20260710.a1a963f	2026-07-10	a1a963f	45,320 B	B	view · diff
git:20260705.e94e7d2	2026-07-05	e94e7d2	45,308 B	B	view · diff
git:20260628.b35080d	2026-06-28	b35080d	44,732 B	B	view

Audit of the latest version

B 16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

fail: No instruction to read or print local credentials (matched: cat > "$PAPER_DIR/.aris/evidence-ledger/run.env)
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (45299 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

wanshuiyin/anti-autoresearch · 179 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ughms3azdj6ij62u
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/anti-autoresearch/evidence-ledger
GET https://markdownregistry.com/api/v1/blob/1d1b58bf2ca148a01118ae93c29537426061c0c00346c4aa513f16f505982a60

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.