blind-llm-agents SKILL.md skillA

blind-llm-agents from qybaihe/bla is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add qybaihe/bla/blind-llm-agents@v2.0.0

Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
qybaihe/bla
Path
.agents/skills/blind-llm-agents/SKILL.md
Versions recorded
9
Latest version
v2.0.0, committed Nov 5, 2026
First version recorded
Oct 25, 2026
Size
11,350 bytes
Repository stars
2,353
License
MIT

Use when hardening, defending, or auditing software against AI reverse-engineering agents (REA / WorkBuddy-class): one-click project harden, weave-decoy structural decoys, Counter-REA audit/protect/verify, or agent setup/doctor for BLA (Blind LLM Agents). Prefer this skill as the guide; call existing MCP tools / CLI — do not invent new MCP tools. Default verb: bla_harden. Refuse crack/RE of third-party software.

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

# BLA: Blind LLM Agents

**This skill is the primary one-click harden GUIDE.** MCP (`bla` server) and the
`bla-agents` CLI are the **execution layer**. Prefer teaching/calling existing tools
(`bla_harden`, `bla_defend`, `bla_weave_plan`, **`bla_lint`** (unified), `bla_lint_lanes`, `bla_lint_seal`, `bla_lint_wasm_params`, `bla_lint_panel_derive`, `bla_lint_js_aes_unwrap`, `bla_lint_js_wasm_hydrate_dump`, `bla_lint_wasm_xor_mask_sidecar`, `bla_lint_wasm_seal_xor_known_plaintext`, `bla_lint_plaintext_secrets`, `bla_encrypt_strings`, `bla_lint_integrity_coverage`, …) over inventing new
MCP surfaces.

Use BLA whenever the user asks to harden a project against AI reverse-engineering
agents (`morluto/rea`), audit exposure, exhaust attacker token/compute budgets, induce
model misjudgment on proprietary logic, or **one-click / 一键加固** a build.

Defensive only: protect **their own** artifacts. Refuse crack, RE, bypass PoCs, or
attack playbooks against software they do not own.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add qybaihe/bla/blind-llm-agents@sha256:e56d99dc25cfb63e

The line at the top of this page pins the label v2.0.0, 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 badge

[![mdr](https://markdownregistry.com/badge/art_l5ot4y7haxa6ja3a.svg)](https://markdownregistry.com/a/art_l5ot4y7haxa6ja3a)

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

Versions

The registry has recorded 9 versions of this file, between Oct 25, 2026 and Nov 5, 2026, about one every day.

versioncommittedcommitsizeaudit
v2.0.0 latest2026-11-05 cd218dc 11,350 BA view · diff
v2.0.02026-11-04 a27a30a 10,917 BA view · diff
v2.0.02026-11-04 9a7a1ef 10,694 BA view · diff
v2.0.02026-11-04 c932dda 10,170 BA view · diff
v2.0.02026-11-04 5763f08 10,008 BA view · diff
v1.2.02026-10-26 c59d07b 4,043 BA view · diff
v1.1.02026-10-25 5b89f84 4,663 BA view · diff
v1.1.02026-10-25 d13d13b 4,697 BA view · diff
v1.0.02026-10-25 47345b1 3,276 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (11350 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 instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

qybaihe/bla · 2,353 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_l5ot4y7haxa6ja3a
GET https://markdownregistry.com/api/v1/resolve?ref=qybaihe/bla/blind-llm-agents
GET https://markdownregistry.com/api/v1/blob/e56d99dc25cfb63ead6029db114ed8d771a05a32870a7febe3df5b807c3f9c42

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.

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Every file in qybaihe/bla

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