Agent助手
- 作者仓库星标 33,685
- 作者更新于 实时读取
- 作者仓库 awesome-copilot
- 领域
- AI 智能
- 兼容 Agent
-
- Claude Code
- Cursor
- Cline
- Codex
- Windsurf
- Gemini CLI
- +20
- 信任分
- 88 / 100 · 社区维护
- 作者 / 版本 / 许可
- @github · 未声明 license
- Token 消耗评级
- 低消耗
- 接入复杂程度
- 需简单配置
- 是否需要外部 API Key
- 不需要
- 兼容的系统
- macOS · Linux · Windows
- 底层运行要求
- Python
- 文件与系统权限
-
- 只读
- 允许写入 / 修改
- 网络行为
- 仅限本地
- 安装命令数
- 26 条
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
---
name: agent-supply-chain
description: | Generate and verify integrity manifests for AI agent plugins and tools. Detect tampering, enfo…
category: AI 智能
runtime: Python
---
# agent-supply-chain 输出预览
## PART A: 任务判断
- 适用问题:提示词、Agent 工作流、模型评估或自动化推理。
- 输入要求:目标材料、限制条件、期望输出和验收方式。
- 证据边界:围绕“Overview / When to Use / Pattern 1: Generate Integrity Manifest”读取原文规则,不把推断写成作者承诺。
## PART B: 执行结果
- **01** 任务判断:确认你的需求是否属于提示词、Agent 工作流、模型评估或自动化推理,并标出输入、限制和预期结果。
- **02** 执行计划:优先按“Overview / When to Use / Pattern 1: Generate Integrity Manifest”拆成步骤,说明每一步会读取什么、修改什么、产出什么。
- **03** 交付结果:给出可复制的命令、文件改动、检查清单或内容草稿,并说明如何继续迭代。
- **04** 风险边界:结合 读取文件、写入/修改文件、主要在本地完成、通常不需要额外 API Key 给出执行前确认项。
## Running Rules
- 读取文件、写入/修改文件;主要在本地完成;通常不需要额外 API Key。
- 先小样例验证,再放大到真实任务。
- 交付时同时给结果、检查口径和下一步迭代建议。 原文没有稳定的斜杠命令要求。安装验证后通常全局生效,直接在对话里点名这个 Skill 并描述任务即可。
告诉 Agent 目标文件或材料、期望结果、不可改范围、是否允许联网或执行命令。本 Skill 的权限画像是:读取文件、写入/修改文件。
先用一个小任务确认它会围绕“Overview / When to Use / Pattern 1: Generate Integrity Manifest”工作;涉及文件或命令时,先看 diff、日志、预览或测试结果。
检查最终产物是否包含明确结果、必要证据和下一步动作;如果输出泛泛而谈,就补充输入、边界和验收标准后重跑。
---
name: agent-supply-chain
description: | Generate and verify integrity manifests for AI agent plugins and tools. Detect tampering, enfo…
category: AI 智能
source: github/awesome-copilot
---
# agent-supply-chain
## 什么时候使用
- 把 AI / Agent方向的常用动作沉淀成 Agent 可调用的技能 适合处理AI Agent、提示词、模型评估与自动化推理,核心价值是把输入、判断、执行、验证和交付边界固定下来,避免 Agent 泛泛回答。 把任务拆成可执行、可检查…
- 面向提示词、Agent 工作流、模型评估或自动化推理,优先处理能明确输入、步骤和验收标准的工作。
## 需要提供什么
- 目标材料、目录范围、期望结果和不可改动内容。
- 是否允许联网、执行命令、读写文件或调用外部服务。
## 执行规则
- 围绕「Overview / When to Use / Pattern 1: Generate Integrity Manifest」组织步骤,不把推断写成作者事实。
- 读取文件、写入/修改文件;主要在本地完成;通常不需要额外 API Key。
- 先跑小样例,确认结果可检查后再扩大任务范围。
## 输出要求
- 给出最终产物、关键证据、验证方式和下一步动作。
- 信息不足时标记 unknown,不编造命令、平台或依赖。 作者原文负责流程事实;仓库文件负责来源和命令;流狐只补充适用场景、限制和质量判断。
skill "agent-supply-chain" {
输入层 -> 用户目标 + 目标文件 + 禁止范围 + 验收标准
上下文层 -> Overview / When to Use / Pattern 1: Generate Integrity Manifest
规则层 -> SKILL.md 触发条件 / 执行顺序 / 输出格式
运行层 -> Python | 读取文件、写入/修改文件 | 主要在本地完成
安全层 -> 通常不需要额外 API Key + 小任务验证 + diff / 日志复核
输出层 -> 可复制结果 + 检查清单 + 下一步迭代
} Agent Supply Chain Integrity
Generate and verify integrity manifests for AI agent plugins and tools. Detect tampering, enforce version pinning, and establish supply chain provenance.
Overview
Agent plugins and MCP servers have the same supply chain risks as npm packages or container images — except the ecosystem has no equivalent of npm provenance, Sigstore, or SLSA. This skill fills that gap.
Plugin Directory → Hash All Files (SHA-256) → Generate INTEGRITY.json
↓
Later: Plugin Directory → Re-Hash Files → Compare Against INTEGRITY.json
↓
Match? VERIFIED : TAMPERED
When to Use
- Before promoting a plugin from development to production
- During code review of plugin PRs
- As a CI step to verify no files were modified after review
- When auditing third-party agent tools or MCP servers
- Building a plugin marketplace with integrity requirements
Pattern 1: Generate Integrity Manifest
Create a deterministic INTEGRITY.json with SHA-256 hashes of all plugin files.
import hashlib
import json
from datetime import datetime, timezone
from pathlib import Path
EXCLUDE_DIRS = {".git", "__pycache__", "node_modules", ".venv", ".pytest_cache"}
EXCLUDE_FILES = {".DS_Store", "Thumbs.db", "INTEGRITY.json"}
def hash_file(path: Path) -> str:
"""Compute SHA-256 hex digest of a file."""
h = hashlib.sha256()
with open(path, "rb") as f:
for chunk in iter(lambda: f.read(8192), b""):
h.update(chunk)
return h.hexdigest()
def generate_manifest(plugin_dir: str) -> dict:
"""Generate an integrity manifest for a plugin directory."""
root = Path(plugin_dir)
files = {}
for path in sorted(root.rglob("*")):
if not path.is_file():
continue
if path.name in EXCLUDE_FILES:
continue
if any(part in EXCLUDE_DIRS for part in path.relative_to(root).parts):
continue
rel = path.relative_to(root).as_posix()
files[rel] = hash_file(path)
# Chain hash: SHA-256 of all file hashes concatenated in sorted order
chain = hashlib.sha256()
for key in sorted(files.keys()):
chain.update(files[key].encode("ascii"))
manifest = {
"plugin_name": root.name,
"generated_at": datetime.now(timezone.utc).isoformat(),
"algorithm": "sha256",
"file_count": len(files),
"files": files,
"manifest_hash": chain.hexdigest(),
}
return manifest
# Generate and save
manifest = generate_manifest("my-plugin/")
Path("my-plugin/INTEGRITY.json").write_text(
json.dumps(manifest, indent=2) + "\n"
)
print(f"Generated manifest: {manifest['file_count']} files, "
f"hash: {manifest['manifest_hash'][:16]}...")
Output (INTEGRITY.json):
{
"plugin_name": "my-plugin",
"generated_at": "2026-04-01T03:00:00+00:00",
"algorithm": "sha256",
"file_count": 12,
"files": {
".claude-plugin/plugin.json": "a1b2c3d4...",
"README.md": "e5f6a7b8...",
"skills/search/SKILL.md": "c9d0e1f2...",
"agency.json": "3a4b5c6d..."
},
"manifest_hash": "7e8f9a0b1c2d3e4f..."
}
Pattern 2: Verify Integrity
Check that current files match the manifest.
# Requires: hash_file() and generate_manifest() from Pattern 1 above
import json
from pathlib import Path
def verify_manifest(plugin_dir: str) -> tuple[bool, list[str]]:
"""Verify plugin files against INTEGRITY.json."""
root = Path(plugin_dir)
manifest_path = root / "INTEGRITY.json"
if not manifest_path.exists():
return False, ["INTEGRITY.json not found"]
manifest = json.loads(manifest_path.read_text())
recorded = manifest.get("files", {})
errors = []
# Check recorded files
for rel_path, expected_hash in recorded.items():
full = root / rel_path
if not full.exists():
errors.append(f"MISSING: {rel_path}")
continue
actual = hash_file(full)
if actual != expected_hash:
errors.append(f"MODIFIED: {rel_path}")
# Check for new untracked files
current = generate_manifest(plugin_dir)
for rel_path in current["files"]:
if rel_path not in recorded:
errors.append(f"UNTRACKED: {rel_path}")
return len(errors) == 0, errors
# Verify
passed, errors = verify_manifest("my-plugin/")
if passed:
print("VERIFIED: All files match manifest")
else:
print(f"FAILED: {len(errors)} issue(s)")
for e in errors:
print(f" {e}")
Output on tampered plugin:
FAILED: 3 issue(s)
MODIFIED: skills/search/SKILL.md
MISSING: agency.json
UNTRACKED: backdoor.py
Pattern 3: Dependency Version Audit
Check that agent dependencies use pinned versions.
import re
def audit_versions(config_path: str) -> list[dict]:
"""Audit dependency version pinning in a config file."""
findings = []
path = Path(config_path)
content = path.read_text()
if path.name == "package.json":
data = json.loads(content)
for section in ("dependencies", "devDependencies"):
for pkg, ver in data.get(section, {}).items():
if ver.startswith("^") or ver.startswith("~") or ver == "*" or ver == "latest":
findings.append({
"package": pkg,
"version": ver,
"severity": "HIGH" if ver in ("*", "latest") else "MEDIUM",
"fix": f'Pin to exact: "{pkg}": "{ver.lstrip("^~")}"'
})
elif path.name in ("requirements.txt", "pyproject.toml"):
for line in content.splitlines():
line = line.strip()
if ">=" in line and "<" not in line:
findings.append({
"package": line.split(">=")[0].strip(),
"version": line,
"severity": "MEDIUM",
"fix": f"Add upper bound: {line},<next_major"
})
return findings
Pattern 4: Promotion Gate
Use integrity verification as a gate before promoting plugins.
def promotion_check(plugin_dir: str) -> dict:
"""Check if a plugin is ready for production promotion."""
checks = {}
# 1. Integrity manifest exists and verifies
passed, errors = verify_manifest(plugin_dir)
checks["integrity"] = {
"passed": passed,
"errors": errors
}
# 2. Required files exist
root = Path(plugin_dir)
required = ["README.md"]
missing = [f for f in required if not (root / f).exists()]
# Require at least one plugin manifest (supports both layouts)
manifest_paths = [
root / ".github/plugin/plugin.json",
root / ".claude-plugin/plugin.json",
]
if not any(p.exists() for p in manifest_paths):
missing.append(".github/plugin/plugin.json (or .claude-plugin/plugin.json)")
checks["required_files"] = {
"passed": len(missing) == 0,
"missing": missing
}
# 3. No unpinned dependencies
mcp_path = root / ".mcp.json"
if mcp_path.exists():
config = json.loads(mcp_path.read_text())
unpinned = []
for server in config.get("mcpServers", {}).values():
if isinstance(server, dict):
for arg in server.get("args", []):
if isinstance(arg, str) and "@latest" in arg:
unpinned.append(arg)
checks["pinned_deps"] = {
"passed": len(unpinned) == 0,
"unpinned": unpinned
}
# Overall
all_passed = all(c["passed"] for c in checks.values())
return {"ready": all_passed, "checks": checks}
result = promotion_check("my-plugin/")
if result["ready"]:
print("Plugin is ready for production promotion")
else:
print("Plugin NOT ready:")
for name, check in result["checks"].items():
if not check["passed"]:
print(f" FAILED: {name}")
CI Integration
Add to your GitHub Actions workflow:
- name: Verify plugin integrity
run: |
PLUGIN_DIR="${{ matrix.plugin || '.' }}"
cd "$PLUGIN_DIR"
python -c "
from pathlib import Path
import json, hashlib, sys
def hash_file(p):
h = hashlib.sha256()
with open(p, 'rb') as f:
for c in iter(lambda: f.read(8192), b''):
h.update(c)
return h.hexdigest()
manifest = json.loads(Path('INTEGRITY.json').read_text())
errors = []
for rel, expected in manifest['files'].items():
p = Path(rel)
if not p.exists():
errors.append(f'MISSING: {rel}')
elif hash_file(p) != expected:
errors.append(f'MODIFIED: {rel}')
if errors:
for e in errors:
print(f'::error::{e}')
sys.exit(1)
print(f'Verified {len(manifest[\"files\"])} files')
"
Best Practices
| Practice | Rationale |
|---|---|
| Generate manifest after code review | Ensures reviewed code matches production code |
| Include manifest in the PR | Reviewers can verify what was hashed |
| Verify in CI before deploy | Catches post-review modifications |
| Chain hash for tamper evidence | Single hash represents entire plugin state |
| Exclude build artifacts | Only hash source files — .git, pycache, node_modules excluded |
| Pin all dependency versions | Unpinned deps = different code on every install |
Related Resources
- OpenSSF SLSA — Supply-chain Levels for Software Artifacts
- npm Provenance — Sigstore-based package provenance
- Agent Governance Toolkit — Includes integrity verification and plugin signing
- OWASP ASI-09: Supply Chain Integrity
先判断是否适合
作者设计意图
作者的方法与取舍
边界和复核