Agentsop Regression Gate
agentsope/SkillAlchemy
Build a held-out eval set, run it on every prompt/model change, and block regressions in CI.
Agent skill
by meamaturinlove221 in meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining Campaign - Strategy - Tactic - SOP runtime behavior.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-fusion-campaign-engine --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tulingresearch-fusion-campaign-engine .claude/skills/tulingresearch-fusion-campaign-engine && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "tulingresearch-fusion-campaign-engine" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-fusion-campaign-engine into .claude/skills/tulingresearch-fusion-campaign-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-fusion-campaign-engine", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-fusion-campaign-engineType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-fusion-campaign-engine --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/tulingresearch-fusion-campaign-engine .agents/skills/tulingresearch-fusion-campaign-engine && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tulingresearch-fusion-campaign-engine" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-fusion-campaign-engine into .agents/skills/tulingresearch-fusion-campaign-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-fusion-campaign-engine", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-fusion-campaign-engine --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/tulingresearch-fusion-campaign-engine .cursor/skills/tulingresearch-fusion-campaign-engine && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tulingresearch-fusion-campaign-engine" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-fusion-campaign-engine into .cursor/skills/tulingresearch-fusion-campaign-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-fusion-campaign-engine", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/meamaturinlove221/TuringResearch_plus.git --path .agents/skills/tulingresearch-fusion-campaign-engine--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-fusion-campaign-engine --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/tulingresearch-fusion-campaign-engine .gemini/skills/tulingresearch-fusion-campaign-engine && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tulingresearch-fusion-campaign-engine" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-fusion-campaign-engine into .gemini/skills/tulingresearch-fusion-campaign-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-fusion-campaign-engine", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-fusion-campaign-engineInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/tulingresearch-fusion-campaign-engine .github/skills/tulingresearch-fusion-campaign-engine && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tulingresearch-fusion-campaign-engine" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-fusion-campaign-engine into .github/skills/tulingresearch-fusion-campaign-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-fusion-campaign-engine", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install meamaturinlove221/TuringResearch_plus tulingresearch-fusion-campaign-engine --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/meamaturinlove221/TuringResearch_plus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/tulingresearch-fusion-campaign-engine .opencode/skills/tulingresearch-fusion-campaign-engine && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tulingresearch-fusion-campaign-engine" agent skill from https://github.com/meamaturinlove221/TuringResearch_plus/tree/main/.agents/skills/tulingresearch-fusion-campaign-engine into .opencode/skills/tulingresearch-fusion-campaign-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tulingresearch-fusion-campaign-engine", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
tulingresearch-fusion-campaign-engineA skill your agent uses when maintaining Campaign - Strategy - Tactic - SOP runtime behavior.
Tulingresearch Fusion Campaign Engine is an agent skill from meamaturinlove221/TuringResearch_plus. Use when maintaining Campaign - Strategy - Tactic - SOP runtime behavior.
Its SKILL.md is about 550 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR, covering Operations and SOPs. The repository describes itself as: Turn messy research goals into evidence ledgers, method cards, experiment routes, artifact audits, and advisor-ready reports.
Read from SKILL.md and the folder at commit 48a7795. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Tulingresearch Fusion Campaign Engine loads about 548 tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 210 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 210 words (~548 tokens).
“Maintain deterministic campaign runtime, quality gates, checkpoint hooks, artifacts, and budget checks.”
Just SKILL.md in .agents/skills/tulingresearch-fusion-campaign-engine of meamaturinlove221/TuringResearch_plus.
Open the folder on GitHubat commit 48a7795
Tulingresearch Fusion Campaign Engine next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tulingresearch Fusion Campaign Engine this skillmeamaturinlove221/TuringResearch_plus | 136 | — | ~548 | Automated safety check: Pass | Custom licence | |
| Agentsop Regression Gateagentsope/SkillAlchemy | 436 | — | ~6.1k | Automated safety check: Pass | MIT | |
| Cc Sdd New Agentgotalab/cc-sdd | 3.7k | — | ~1.1k | Automated safety check: Pass | MIT | |
| DBS Business Toolkit Entrydontbesilent2025/dbskill | 11k | — | ~2k | Automated safety check: Pass | Custom licence | |
| Agent Sop Authorstrands-agents/agent-sop | 1.2k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| Diffusion Narrative Denouncingcanwhite/Krebs | 1k | — | ~831 | Automated safety check: Pass | MIT |
agentsope/SkillAlchemy
Build a held-out eval set, run it on every prompt/model change, and block regressions in CI.
gotalab/cc-sdd
Add or extend coding-agent support in cc-sdd by executing the SOP in docs/cc-sdd/sop-new-agent.md end-to-end.
dontbesilent2025/dbskill
Chinese-language entry skill for the dontbesilent business toolkit: onboards new users, orchestrates tasks across sub-skills, runs numbered prompts and lists hidden ones.
strands-agents/agent-sop
Create (or update) and validate Agent SOPs (Standard Operating Procedures) - markdown-based workflows that guide AI agents through complex, multi-step tasks with RFC 2119 constraints.
canwhite/Krebs
基于"扩散模型叙事去噪流"的小说写作 SOP。将 AI 视为去杂质机器,通过锁定全局信号、预测叙事噪声、精准去噪、随机修正四个步骤,解决 AI 翻译腔、逻辑断层和故事平淡的问题。
simonlin1212/Vibe-Research
A 股 / 港股 / 美股个股研究六阶段 SOP(profile → financials → estimates → valuation → risk → report),Phase 0 范围 = 财务估值闭环。当任务是研究 / 分析 / 评估一只或多只已指定代码的个股时使用(港股 / 美股的口径差异见 §7);规定每阶段取哪些数据、调哪些 calc 函数、必须落盘什么产物、过什么…
meamaturinlove221/TuringResearch_plus
A skill your agent uses when updating TulingResearch Plus architecture docs, MCP namespaces, or YAML contracts.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining context init, checkpoint, recover, index, or summarize behavior.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining candidate scoring, ranking, feasibility assessment, and promotion decisions.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining deterministic idea generation and quality-diversity filtering.
meamaturinlove221/TuringResearch_plus
A skill your agent uses when maintaining gap analysis, insight generation, boundary maps, sensitivity probes, or reformulation.
Categories
A skill your agent uses when maintaining Campaign - Strategy - Tactic - SOP runtime behavior. Tulingresearch Fusion Campaign Engine is an agent skill from meamaturinlove221/TuringResearch_plus. Use when maintaining Campaign - Strategy - Tactic - SOP runtime behavior.
Tulingresearch Fusion Campaign Engine fits situations like: maintaining Campaign - Strategy - Tactic - SOP runtime behavior; tasks that involve Operations and SOPs.
Run `npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a claude-code`. Or copy the skill folder (.agents/skills/tulingresearch-fusion-campaign-engine in meamaturinlove221/TuringResearch_plus) into .claude/skills/tulingresearch-fusion-campaign-engine in your project. Claude Code loads it when a task matches its description.
Run `npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a codex`. Or copy the skill folder (.agents/skills/tulingresearch-fusion-campaign-engine in meamaturinlove221/TuringResearch_plus) into .agents/skills/tulingresearch-fusion-campaign-engine in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add meamaturinlove221/TuringResearch_plus --skill tulingresearch-fusion-campaign-engine -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tulingresearch-fusion-campaign-engine, .gemini/skills/tulingresearch-fusion-campaign-engine, .github/skills/tulingresearch-fusion-campaign-engine and .opencode/skills/tulingresearch-fusion-campaign-engine in your project.
SKILL.md names no scripts, command-line tools or credentials: Tulingresearch Fusion Campaign Engine is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Tulingresearch Fusion Campaign Engine has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
About 548 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Tulingresearch Fusion Campaign Engine: Agentsop Regression Gate (agentsope/SkillAlchemy, 436 stars), Cc Sdd New Agent (gotalab/cc-sdd, 3.7k stars), DBS Business Toolkit Entry (dontbesilent2025/dbskill, 11k stars) and Agent Sop Author (strands-agents/agent-sop, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
meamaturinlove221 (a GitHub user) maintains it in meamaturinlove221/TuringResearch_plus, which has 136 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on June 2, 2026.
Source: meamaturinlove221/TuringResearch_plus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.