ai-orchestration-rules
Use when Copilot must load approved rules or the user explicitly wants a durable behavior instruction drafted, previewed, and promoted through ai_orch.
Skill by ufukyuksel-dev
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/ufukyuksel-dev-ai-orchestration-rules
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
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- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/ai-orchestration-rules
What's inside
- Skill name
ai-orchestration-rules- Description
- Use when Copilot must load approved rules or the user explicitly wants a durable behavior instruction drafted, previewed, and promoted through ai_orch.
- License
- MIT
- Instructions
- 44 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Rules and instructions — Copilot terminal
Every operation is one direct `ai_orch` command. There is no native MCP or
alternative transport.
## Load
```bash
ai_orch rule instructions --scope effective
ai_orch rule instructions --scope module --module-path "<listed directory>"
```
Read the complete statements. The effective response's module list is an index,
not loaded policy. Load only listed module paths. Fail closed on incomplete
responses and never substitute a memory search.
## Author
```text
agree exact text and scope with the user
-> ai_orch rule draft --file candidate.json [--global]
-> ai_orch rule preview --draft-id <real UUID> [--global]
-> show the complete server confirmation card
-> receive explicit approval in the current conversation
-> ai_orch rule promote --approval-file approval.json [--global]
-> verify returned status and reload applicable instructions
```
The candidate is an instruction rule, for example:
```json
{
"statement": "Run focused tests after changing persistence behavior.",
"enforcement": "instruction",
"appliesAll": true
}
```
Use `--global` only when the user explicitly chose global scope. Never promote
from a summary, recompute hashes, reuse approval after text/scope changes,
interpret silence as approval, or invent a human turn reference. Rules are not
captured through `memory learn`.From ufukyuksel-dev/ai-orchestration, MIT.
More from ufukyuksel-dev/ai-orchestration
- 0.570score
ai-orchestration-memory
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Use when Copilot needs a prior project decision, convention, regression, or known issue through the bounded ai_orch memory search command.
SkillAFreshness: AClaude Code +9 - 0.565score
ai-orchestration-references
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Use when Copilot must follow a linkedReferences result or browse and read bounded shared-reference material through the read-only ai_orch reference list/read…
SkillAFreshness: AClaude Code +9 - 0.565score
debugging-this-project
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Use when debugging a failure, test error, exception, or unexpected behavior in the AI Orchestration project, before reading files broadly.
SkillAFreshness: AClaude Code +9 - 0.565score
debugging-this-project
ufukyuksel-dev
Use when debugging a failure, test error, exception, or unexpected behavior in the AI Orchestration project, before reading files broadly.
SkillAFreshness: AClaude Code +9 - 0.565score
ai-orchestration-learning
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Use when Copilot has found durable project knowledge that should be saved with one final typed ai_orch terminal command.
SkillAFreshness: AClaude Code +9 - 0.561score
changing-code-safely
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Use before editing, refactoring, renaming, or deleting code.
SkillAFreshness: AClaude Code +9 - 0.561score
ai-orchestration-learning
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Use at the end of a task in Codex when the work produced verified, reusable project knowledge worth saving with the MCP memory.learn tool.
SkillAFreshness: AClaude Code +9 - 0.561score
ai-orchestration-learning
ufukyuksel-dev
Use at the end of a task in Claude Code when the work produced verified, reusable project knowledge worth saving with the MCP memory.learn tool.
SkillAFreshness: AClaude Code +9 - 0.558score
adding-an-mcp-tool
ufukyuksel-dev
Use when adding a new MCP tool or capability to the AI Orchestration server (a new tool under modules/mcp/server).
SkillAFreshness: AClaude Code +9 - 0.556score
changing-code-safely
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Use before editing, refactoring, renaming, or deleting any class, method, endpoint, or symbol in the AI Orchestration codebase.
SkillAFreshness: AClaude Code +9 - 0.556score
implementation-verification
ufukyuksel-dev
Use for Copilot verification after an implementation.
SkillAFreshness: AClaude Code +9 - 0.539score
ai-orchestration-jobs
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Use when the user explicitly asks to save or resume work ("son işi kaydet", "kaldığımız yerden devam", "save where we are", "continue the last job"), to keep…
SkillAFreshness: AClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 27, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from ufukyuksel-dev
- 0.570score
ai-orchestration-memory
ufukyuksel-dev
Use when Copilot needs a prior project decision, convention, regression, or known issue through the bounded ai_orch memory search command.
SkillAFreshness: AClaude Code +9 - 0.565score
debugging-this-project
ufukyuksel-dev
Use when debugging a failure, test error, exception, or unexpected behavior in the AI Orchestration project, before reading files broadly.
SkillAFreshness: AClaude Code +9 - 0.565score
ai-orchestration-references
ufukyuksel-dev
Use when Copilot must follow a linkedReferences result or browse and read bounded shared-reference material through the read-only ai_orch reference list/read…
SkillAFreshness: AClaude Code +9 - 0.565score
debugging-this-project
ufukyuksel-dev
Use when debugging a failure, test error, exception, or unexpected behavior in the AI Orchestration project, before reading files broadly.
SkillAFreshness: AClaude Code +9 - 0.565score
ai-orchestration-learning
ufukyuksel-dev
Use when Copilot has found durable project knowledge that should be saved with one final typed ai_orch terminal command.
SkillAFreshness: AClaude Code +9 - 0.561score
ai-orchestration-learning
ufukyuksel-dev
Use at the end of a task in Claude Code when the work produced verified, reusable project knowledge worth saving with the MCP memory.learn tool.
SkillAFreshness: AClaude Code +9
Cite this page
ai-orchestration-rules skill. Agent Mart. https://agentmart.dev/skills/ufukyuksel-dev-ai-orchestration-rules (last updated 2026-10-24)