Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.
B low
- capability exposure inferred + 16
- tool safety inferred + 12
- trust mitigators mixed − 3
inferred mixed
The A–E grade is our heuristic synthesis — a "review this" prompt, not a verdict. Each factor is tagged by what backs it: attested (a verifiable record), reported (a third party's claim), or inferred (our own heuristic, e.g. permissions). See methodology.
grade last moved 1w ago · see ecosystem CVEs →
- A · 13 → B · 25
- B · 16 → A · 13
- A · 0 → B · 16
Inferred surface — each links to servers holding it:
No known CVEs for this server.
- high dangerous code
obfuscated payload: dynamic require()/import()
prompt-surface
shipped agent-instruction files + hidden-content / dangerous-code findings —
quoted from the analyzed source
analyzed commit 44dc6c2 · analyzer v33 · 2d ago
skills & prompt files 64
- agent-rules cobusgreyling-loop-engineering-44dc6c2/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/skills/budget-negotiator/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/skills/install-loop/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/skills/loop-budget/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/skills/loop-constraints/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/skills/loop-triage/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/skills/loop-verifier/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/skills/minimal-fix/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter-opencode/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter-opencode/skills/changelog-scan/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.claude/agents/verifier.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.claude/skills/changelog-scan/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.claude/skills/draft-release-notes/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.codex/agents/verifier.toml
- skill cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.codex/skills/changelog-scan/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.codex/skills/draft-release-notes/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.grok/skills/changelog-scan/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.grok/skills/draft-release-notes/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/changelog-drafter/.grok/skills/loop-verifier/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/ci-sweeper-opencode/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/ci-sweeper-opencode/skills/ci-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/ci-sweeper/.claude/agents/loop-verifier.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/ci-sweeper/.claude/skills/ci-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/ci-sweeper/.codex/agents/verifier.toml
- skill cobusgreyling-loop-engineering-44dc6c2/starters/ci-sweeper/.codex/skills/ci-triage/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/ci-sweeper/.grok/skills/ci-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/dependency-sweeper-opencode/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/dependency-sweeper-opencode/skills/dependency-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/dependency-sweeper/.claude/agents/loop-verifier.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/dependency-sweeper/.claude/skills/dependency-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/dependency-sweeper/.codex/agents/verifier.toml
- skill cobusgreyling-loop-engineering-44dc6c2/starters/dependency-sweeper/.codex/skills/dependency-triage/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/dependency-sweeper/.grok/skills/dependency-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/issue-triage-opencode/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/issue-triage-opencode/skills/issue-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/issue-triage/.claude/agents/loop-verifier.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/issue-triage/.claude/skills/issue-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/issue-triage/.codex/agents/verifier.toml
- skill cobusgreyling-loop-engineering-44dc6c2/starters/issue-triage/.codex/skills/issue-triage/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/issue-triage/.grok/skills/issue-triage/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/issue-triage/.grok/skills/loop-verifier/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/minimal-loop-claude/.claude/agents/loop-verifier.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/minimal-loop-claude/.claude/skills/loop-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/minimal-loop-codex/.codex/agents/verifier.toml
- skill cobusgreyling-loop-engineering-44dc6c2/starters/minimal-loop-codex/.codex/skills/loop-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/minimal-loop-opencode/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/minimal-loop-opencode/skills/loop-triage/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/minimal-loop/.grok/skills/loop-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/post-merge-cleanup-opencode/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/post-merge-cleanup-opencode/skills/post-merge-scan/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/post-merge-cleanup/.claude/agents/loop-verifier.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/post-merge-cleanup/.claude/skills/post-merge-scan/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/post-merge-cleanup/.codex/agents/verifier.toml
- skill cobusgreyling-loop-engineering-44dc6c2/starters/post-merge-cleanup/.codex/skills/post-merge-scan/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/post-merge-cleanup/.grok/skills/post-merge-scan/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/pr-babysitter-opencode/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/pr-babysitter-opencode/skills/pr-review-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/pr-babysitter/.claude/agents/loop-verifier.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/pr-babysitter/.claude/skills/pr-review-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/starters/pr-babysitter/.codex/agents/verifier.toml
- skill cobusgreyling-loop-engineering-44dc6c2/starters/pr-babysitter/.codex/skills/pr-review-triage/SKILL.md
- skill cobusgreyling-loop-engineering-44dc6c2/starters/pr-babysitter/.grok/skills/pr-review-triage/SKILL.md
- agent-rules cobusgreyling-loop-engineering-44dc6c2/tools/goal-audit/test/fixtures/good-goal-project/AGENTS.md
- skill cobusgreyling-loop-engineering-44dc6c2/tools/goal-audit/test/fixtures/good-goal-project/skills/goal-verifier/SKILL.md
[](https://mcpobservatory.com/servers/github:cobusgreyling/loop-engineering/security) Heuristic, inferred signals — false positives (legitimately powerful tools, forks, language ports) are expected. Treat each as "review this", not a verdict. See the ecosystem-wide picture on the security hub, or the fleet security of cobusgreyling.