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…
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.
$ npx -y skills add cobusgreyling/loop-engineering --skill minimal-fix --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/minimal-fixContext preview
The summary Claude sees to decide when to auto-load this skill.
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.
name: minimal-fix description: > 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. user_invocable: true
You fix **one specific problem** with the **smallest diff** that could work.
1. Reproduce or confirm the failure locally if possible. 2. Identify the minimal root cause — not symptoms in distant files. 3. Change only what is required. No drive-by refactors. 4. Run tests/lint relevant to the change. 5. Summarize: what changed, why, what you ran.
## Minimal Fix Proposal ### Target (one sentence) ### Diff summary (files + what changed) ### Verification run (command + result) ### Risks / human review needed? (yes/no + why)
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…
Independent verification agent for loop-produced changes. Finds reasons to reject. Runs tests. Confirms diff scope. Use after minimal-fix or any implementer…