OpenAgentSkill Registry Manifest
Skill: llm-campaign-drift-gate
Slug: kennethkhoocy-llm-campaign-drift-gate
Category: coding-agents
Description: Gate resumption of any multi-day LLM batch-scoring campaign that calls an
unpinned model alias (deepseek-chat, gpt-*-latest, gemini-*-preview, any
provider alias without a pinned version). Use when: (1) resuming a paused or
credit-exhausted scoring run days after its last chunk, (2) topping up
credits to finish a campaign, (3) extending a cached scoring pipeline with
new items. Prevents silently splicing two model versions or serving
revisions into one measure. Verified 2026-07-16: for $0.30 caught a
serving-revision drift WITHIN DeepSeek v4-flash (same alias, same family,
litigation scores systematically shifted across a 2-day gap) before an $83
resume spend.

Agent fit:
- Decision: 63/100 Prototype first
- Primary fit: GitHub automation
- Role: Fallback candidate

Supply profile:
- Track: Coding and developer agents
- Scenario: GitHub automation
- Applicable agents: Claude Code, OpenAI Agents, CLI, Codex, Cursor
- Maintenance: Pushed today
- Risk: Needs review

Trust:
- Trust score: 79/100 Strong shortlist
- Audit: 81/100 Needs review

Attribution:
- Status: Registry indexed
- Source: recursive skill source sync
- Creator: Claude Code
- Claim URL: https://www.openagentskill.com/skills/kennethkhoocy-llm-campaign-drift-gate#claim-this-skill

Install:
npx skills add kennethkhoocy/applied-micro-skills --skill llm-campaign-drift-gate

URLs:
- Web: https://www.openagentskill.com/skills/kennethkhoocy-llm-campaign-drift-gate
- API: https://www.openagentskill.com/api/agent/skills/kennethkhoocy-llm-campaign-drift-gate
- Install API: https://www.openagentskill.com/api/skills/kennethkhoocy-llm-campaign-drift-gate/install
- Repository: https://github.com/kennethkhoocy/applied-micro-skills/tree/main/plugins/applied-micro/skills/llm-campaign-drift-gate