vague-helper SKILL.md skillB

vague-helper from bytedance/deer-flow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add bytedance/deer-flow/vague-helper@git:20260711.41658c5

Pins git:20260711.41658c5 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
bytedance/deer-flow
Path
skills/public/skill-reviewer/evals/fixtures/needs-revision/SKILL.md
Versions recorded
1
Latest version
git:20260711.41658c5, committed Jul 11, 2026
Size
110 bytes
Repository stars
85,141
License
MIT

Helps with anything.

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

# Vague Helper

Do the task. Use your judgment.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add bytedance/deer-flow/vague-helper@sha256:832194fa8ffbc745

The line at the top of this page pins the label git:20260711.41658c5, 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_ard4a7dr7npthrjy.svg)](https://markdownregistry.com/a/art_ard4a7dr7npthrjy)

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

Versions

The registry has recorded 1 version of this file, committed on Jul 11, 2026.

versioncommittedcommitsizeaudit
git:20260711.41658c5 latest2026-07-11 41658c5 110 BB 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: Size between 200 bytes and 200 KB (110 bytes)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • 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

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

bytedance/deer-flow · 85,141 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ard4a7dr7npthrjy
GET https://markdownregistry.com/api/v1/resolve?ref=bytedance/deer-flow/vague-helper
GET https://markdownregistry.com/api/v1/blob/832194fa8ffbc7450506e8a3c9b3aadb183c887564be28e5b738e940ed48c494

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.

More from bytedance/deer-flow

blocking-io-guard SKILL.md skill
bytedance/deer-flow · .agent/skills/blocking-io-guard/SKILL.md · Ensure async-path backend code that could block the asyncio event loop is protected by a teeth-verified runtime anchor…
git:20260612.dc2abab · audit A · 85,141 stars
deerflow-maintainer-orchestrator SKILL.md skill
bytedance/deer-flow · .agent/skills/deerflow-maintainer-orchestrator/SKILL.md · Use when a DeerFlow maintainer needs comment-only GitHub issue or PR handling: resolve issue/PR scopes with gh, analyze…
git:20260616.65fab1d · audit A · 85,141 stars
engineer-system-change SKILL.md skill
bytedance/deer-flow · .agent/skills/engineer-system-change/SKILL.md · Evaluate and carry out non-trivial software-system changes from first principles. Use when assessing RFCs, issues…
git:20260723.2af2fb5 · audit A · 85,141 stars
smoke-test SKILL.md skill
bytedance/deer-flow · .agent/skills/smoke-test/SKILL.md · End-to-end smoke test skill for DeerFlow. Guides through: 1) Pulling latest code, 2) Docker OR Local installation and…
git:20260619.525ec0a · audit A · 85,141 stars
AGENTS.md AGENTS.md file
bytedance/deer-flow · AGENTS.md
git:20261029.6ca83a3 · audit A · 85,141 stars
CLAUDE.md CLAUDE.md file
bytedance/deer-flow · CLAUDE.md
git:20260625.ff7ecdb · audit B · 85,141 stars
AGENTS.md@backend AGENTS.md file
bytedance/deer-flow · backend/AGENTS.md
git:20261104.4c4a4e9 · audit A · 85,141 stars
CLAUDE.md@backend CLAUDE.md file
bytedance/deer-flow · backend/CLAUDE.md
git:20260625.ff7ecdb · audit B · 85,141 stars
AGENTS.md@backend/app/channels AGENTS.md file
bytedance/deer-flow · backend/app/channels/AGENTS.md
git:20261108.b315cf2 · audit A · 85,141 stars
AGENTS.md@backend/app/gateway AGENTS.md file
bytedance/deer-flow · backend/app/gateway/AGENTS.md
git:20261102.01e1ed7 · audit A · 85,141 stars
AGENTS.md@backend/app/gateway/routers AGENTS.md file
bytedance/deer-flow · backend/app/gateway/routers/AGENTS.md
git:20261104.2145c9a · audit A · 85,141 stars
AGENTS.md@backend/packages/harness/deerflow AGENTS.md file
bytedance/deer-flow · backend/packages/harness/deerflow/AGENTS.md
git:20261107.aadc816 · audit A · 85,141 stars

Every file in bytedance/deer-flow

Other files named vague-helper

vague-helper SKILL.md skill
bruc3van/agent-skills-guard · src-tauri/tests/fixtures/security/rule_matrix/p1a-consistency/vague-desc/SKILL.md · A helpful tool utility assistant service agent for tasks
git:20260608.9f59278 · audit B · 392 stars

Browse by kind, by grade B, or by owner.