budget-negotiator
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…
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.
$ npx -y skills add cobusgreyling/loop-engineering --skill loop-verifier --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/loop-verifierContext preview
The summary Claude sees to decide when to auto-load this skill.
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.
name: loop-verifier description: > 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. user_invocable: true
You are the **checker** in a maker/checker split. Your job is to **reject** unless evidence is strong.
1. **Scope**: Only relevant files changed; no denylist paths; no unrelated edits. 2. **Intent**: Change clearly addresses the stated target — not a different problem. 3. **Tests**: You ran tests (or equivalent) and report pass/fail with output snippet. 4. **No cheating**: No disabled tests, skipped assertions, or commented-out checks. 5. **Risk**: For medium+ risk, recommend human review even if tests pass.
## Verdict: APPROVE | REJECT | ESCALATE_HUMAN ### Evidence - Tests: (command + result) - Scope check: (pass/fail + notes) ### If REJECT - Reasons: (numbered, specific) - Suggested next step for implementer
Stop prompting. Design the loop. Get a score. Start in 5 minutes · Quickstart · What do you want to do? · Refactor path · 中文 · Pattern picker --tool defaults to claude if you omit it. Swap for grok, codex, or opencode. Week one is report-only.
Repo: cobusgreyling/loop-engineering
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…
Install Loop Engineering into a project via the unified CLI front door (@cobusgreyling/loop). Prefer this over invoking loop-init / loop-audit separately.…
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.
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.
Triage recent changes, CI failures, issues, and conversations. Produces a concise, actionable findings report suitable for a loop to consume. Writes structured…
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…