agent-supply-chain
Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent plugins or tool packages - Verifying that installed plugins match their published manifests - Detecting tampered, modified, or untracked files in agent…
Install / Use
npx skills add github/awesome-copilot --skill agent-supply-chainInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
Tags
Our assessment of agent-supply-chain
agent-supply-chain scores 98/100 on our quality scale, 76th of 1,753 Development & Engineering skills we index (top 5%).
Its SKILL.md is 10 KB long, well organised into 13 sections with 8 code examples: a thorough specification that gives an agent plenty to work with.
With 39,348 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated yesterday, so agent-supply-chain is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-25. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
agent-supply-chain compared with similar skills
All 4 of these similar skills score higher than agent-supply-chain; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| agent-supply-chain (this skill)by github | 98 | 39.3k | 1d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 43.9k | 4d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 5d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
Frequently asked questions
- How do I install agent-supply-chain?
- Run
npx skills add github/awesome-copilot --skill agent-supply-chain. The install tabs above show the steps for each supported agent. - Which AI agents does agent-supply-chain work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is agent-supply-chain safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is agent-supply-chain still maintained?
- The repository was last updated yesterday, so agent-supply-chain is actively maintained.
Skill content
View source on GitHubname: agent-supply-chain description: | Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when:
- Generating SHA-256 integrity manifests for agent plugins or tool packages
- Verifying that installed plugins match their published manifests
- Detecting tampered, modified, or untracked files in agent tool directories
- Auditing dependency pinning and version policies for agent components
- Building provenance chains for agent plugin promotion (dev → staging → production)
- Any request like "verify plugin integrity", "generate manifest", "check supply chain", or "sign this plugin"
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
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
