Star0

反蒸馏 Skill

REVIEW · 75
Registry indexed

抵抗被蒸馏，保护你的不可替代性

Downloads0
Stars2.3K
Version1.0.0
Quality93/100 · Excellent
Trust75/100 · Sandbox only
Audit88/100 · Needs review

Supply asset profile

Legal, policy, and compliance

Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.

Browse track

Scenario

Security and compliance

I need my agent to scan a project for security risks and summarize what needs attention.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add leilei926524-tech/anti-distill

Maintenance

fresh

4d since push

Risk

Needs review

License is unclear

GitHub quality

2.3K

93/100 quality · 83/100 trust

Coverage tags

LegalSecurity and complianceSecurityanti-distillationprivacy

Review notes

License is unclear · Documentation summary is thin

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Excellent
93

High-confidence pick with strong adoption and healthy maintenance signals.

Trust

Sandbox only
75

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
88

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

CodexClaude CodeCursorOpenAgentSkill CLI

Stars

2.3K GitHub stars

Repo activity

2.3K stars, 281 forks

Maintenance

4d since push

License

Unknown

Install

npx skills add leilei926524-tech/anti-distill

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Thin public metadata

Risk summary

Review before production

  • License is unclear
  • Documentation summary is thin
  • License clarity: Unknown
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is unclear
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Security and compliance workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Inspect risky files

Suited agents

CodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add leilei926524-tech/anti-distill
Policy
review
Human review
yes

Trust and risk

Trust
75/100
Audit
88/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add leilei926524-tech/anti-distill
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • License is unclear
  • Documentation summary is thin
No close alternatives indexed yet.

Agent safety v2

76/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

  • License is unclear

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add leilei926524-tech/anti-distill

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Resolve JSON

/api/agent/resolve?task=Use%20%E5%8F%8D%E8%92%B8%E9%A6%8F%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20%E5%8F%8D%E8%92%B8%E9%A6%8F%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/anti-distill/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use 反蒸馏 Skill in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20%E5%8F%8D%E8%92%B8%E9%A6%8F%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/anti-distill/install
Install command: npx skills add leilei926524-tech/anti-distill
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/anti-distill/install

LLM text format

/api/skills/anti-distill/install?format=text

Find alternatives

/api/skills/search?q=%E5%8F%8D%E8%92%B8%E9%A6%8F%20Skill&limit=3

Agent prompt

Use 反蒸馏 Skill for this task. Review https://www.openagentskill.com/api/skills/anti-distill/install, then install with: npx skills add leilei926524-tech/anti-distill

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/anti-distill

LLM text

/api/registry/manifest/anti-distill?format=text

Install alias

/api/registry/install/anti-distill

Recommend

/api/registry/recommend?task=Use%20%E5%8F%8D%E8%92%B8%E9%A6%8F%20Skill%20in%20an%20agent%20workflow&limit=3

Agent fit

100/100

Security and compliance

Use-case tags

Security and complianceLegal and complianceWeb scraping

Platforms

Claude Code

Audit report

Needs review · 88/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit reportView eval report

Agent decision cockpit

Primary pick for Security and compliance

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

Security and compliance

Trust label

Production-ready

Install path

Command ready

Use when

  • Security and compliance workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 2,308 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 93/100 quality profile
  • 36 OpenAgentSkill engagement events

Review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Security and compliance task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

75
Trust score

GitHub adoption

PASS

2.3K GitHub stars

Stars/forks activity

PASS

2.3K stars, 281 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

4d since push

License clarity

CHECK

Unknown

Good signals

  • Manually verified listing
  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Meaningful GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • OpenAgentSkill usage activity detected
  • Outcome loop is ready but needs first real agent run

Review before install

  • License is unclear
  • Documentation summary is thin
  • License clarity: Unknown
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

93
GitHub stars
2.3K
Freshness
4d ago
Install ready
Yes
License
Unknown

Workflow fit

Use this skill in these scenarios

Reduce risk

Security and compliance

I need my agent to scan a project for security risks and summarize what needs attention.

Review risk

Legal and compliance

I need my agent to review contracts, privacy policies, or compliance documents and summarize risks.

Collect structured data

Web scraping

I need my agent to scrape websites and extract structured data from pages.

Stack fit

Add it to a complete workflow

Scrape, clean, and reuse web data

Web data pipeline

A practical stack for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Overview

当公司要求你提交 Skill 文件时，反蒸馏帮你生成一个"看起来很完整"但已剔除核心竞争力的版本。保护你的不可替代性，把真正的知识留给自己。

Technical Details

Version
1.0.0
License
Unknown
Last Updated
7/7/2026
Published
4/3/2026

Decision snapshot

Primary pick

100
Ready
Adopt
Stage

2,308 GitHub stars

Audit snapshot

Install review

Install and adoption review

88
Needs review
Security
78/100
Maintenance
100/100
Install
92/100
Open full auditOpen eval report

Agent-proven evidence

Agent Proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for 反蒸馏 Skill, ready for a manual X post.

Curator note
The best agent skills feel small at first, then remove a task your agent used to improvise.

反蒸馏 Skill: 清洗你被迫写的 Skill 文件，看起来完整，核心知识留给自己。

2.3K stars

https://www.openagentskill.com/skills/anti-distill?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for 反蒸馏 Skill:
https://www.openagentskill.com/skills/anti-distill?ref=x

Install: npx skills add leilei926524-tech/anti-distill
Open reply draft

Listing source

Registry indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This registry indexed listing is attributed to leilei926524-tech but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

README badge

Add this badge to your GitHub README to show the listing, trust score, and install handoff.

[![OpenAgentSkill](https://www.openagentskill.com/api/badge/anti-distill)](https://www.openagentskill.com/skills/anti-distill)
Preview badgeAudit badge

Author

L

leilei926524-tech✓

@leilei926524-tech

Tags

anti-distillationprivacychinesesecurity反蒸馏隐私保护职场同事宇宙

Platform Fit

Claude Code

Health Signals

GitHub stars
2.3K
Quality score
64/100
Last GitHub push
Jul 2, 2026
Framework hints
Unknown
OpenAgentSkill views
32
Install copies
1
Outbound clicks
1

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Sandbox only

75
  • GitHub adoption2.3K GitHub starsPASS
  • Stars/forks activity2.3K stars, 281 forks; issue activity unavailable in current metadataPASS
  • Recent maintenance4d since pushPASS
  • License clarityUnknownCHECK
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextCHECK
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS