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.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
An advanced skill for L3 autonomous loops. When the token budget nears exhaustion, the agent analyzes its ROI and autonomously drafts a negotiation request for a budget increase rather than silently failing.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Install Loop Engineering into a project via the unified CLI front door (@cobusgreyling/loop). Prefer this over invoking loop-init / loop-audit separately. Week-one is report-only; never enable auto-merge or unattended fixes unless the human explicitly asks and doctor is healthy.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Check token budget and run-log spend before and after a loop run. Enforces early exit when over budget or when there is no actionable work.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Read loop-constraints.md at the start of every run and enforce every rule. This skill runs BEFORE triage or any action skill. Constraints are binding.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Triage recent changes, CI failures, issues, and conversations. Produces a concise, actionable findings report suitable for a loop to consume. Writes structured output to a state file or Linear board.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Independent verification agent for loop-produced changes. Finds reasons to reject. Runs tests. Confirms diff scope. Use after minimal-fix or any implementer sub-agent — never in the same role as the implementer.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Produce the smallest possible code change that fixes a specific, well-scoped issue (CI failure, reviewer comment, typo). Use only when the fix target is explicit. Never refactor unrelated code.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Scan merged PRs and commits since a given reference, extract titles, labels, types, and signals. Produces structured input for release notes drafting.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Turn changelog-scan output into polished, categorized release notes draft. Propose only.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Classify CI failures — distinguish clear regressions from infra flakes and security-test failures. Produces structured failure reports.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Scan package manifests and lockfiles for outdated and vulnerable dependencies. Classify by severity and update type.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Scan open issues and discussions, deduplicate, prioritize, and propose labels. Provides a clean actionable queue.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Scan recent merges to main for tech debt, TODOs, debug code, and small cleanup opportunities. Produces a prioritized fix list.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Watch open PRs, check CI status, review staleness, merge conflicts, and unanswered review comments. Produces a prioritized watchlist.
cobusgreyling/loop-engineering
Skill Claude CodeCodex
Verify goal completion.