# ai-omni-skills-mcp-retrieval - Doramagic AI Context Pack > Purpose: pre-work context for the user's host AI. This pack does not prove that the project has been installed, run, or validated. ## Project - canonical_name: `moatazhamada/ai-omni-skills-mcp-retrieval` - capability: MCP retrieval capability extracted from ai-omni-skills. - expected_user_outcome: MCP retrieval capability extracted from ai-omni-skills. ## Operating Boundaries - Do not claim that the project has been installed, run, called through an API, or used on local files unless separate evidence proves it. - Project facts must come from repo evidence, Claim Graph, or explicit source references. - When a capability is not verified, mark it as unverified instead of completing it as fact. - publish_status: `publishable` - blocking_gaps: none --- ## Doramagic Context Augmentation The following sections strengthen the repository context for a host AI. Human Manual data is a reading route, and pitfall notes become operating constraints. ## Human Manual Outline Usage rule: this is only a reading route and salience signal, not factual authority. Concrete claims must still return to repo evidence or Claim Graph. Host AI hard rules: - Do not treat page titles, section order, summaries, or importance values as factual project evidence. - When explaining the Human Manual outline, state that it is only a reading route or salience signal. - Capability, installation, compatibility, runtime state, and risk claims must cite repo evidence, source paths, or Claim Graph. - **Omni Skills Overview and Architecture**: importance `high` - source_paths: README.md, package.json, cli.js, mcp.js, config.example.json - **CLI Commands, Workflows, and Setup**: importance `high` - source_paths: cli.js, lib/setup.js, lib/init.js, lib/workflows.js, lib/check.js - **MCP Server and Supported AI Tools**: importance `high` - source_paths: mcp.js, lib/hooks.js, lib/config.js, config.example.json, examples/hooks.example.json - **Skills Storage, Sync Engine, and Verification**: importance `high` - source_paths: lib/sync.js, lib/skills.js, lib/doctor.js, lib/index-gen.js, lib/fs-utils.js ## Repo Inspection Evidence - repo_clone_verified: true - repo_inspection_verified: true - repo_commit: `1e47d0b889718556bb2308f4e90cbd1e1df62838` - inspected_files: `README.md`, `package.json`, `examples/example-skill/SKILL.md`, `examples/hooks.example.json`, `examples/workflows/advanced-feature-dev/WORKFLOW.md`, `examples/workflows/debug-trace/WORKFLOW.md`, `examples/workflows/feature-dev/WORKFLOW.md`, `examples/workflows/release-prep/WORKFLOW.md` Host AI hard rules: - Without repo_clone_verified=true, do not claim that the source code has been read. - Without repo_inspection_verified=true, do not write README, docs, or package-file conclusions as facts. - Without quick_start_verified=true, do not claim that the Quick Start path has run successfully. ## Doramagic Pitfall Constraints These rules come from Doramagic discovery, validation, or compilation findings. The host AI must treat them as operating constraints, not background notes. ### Constraint 1: Configuration risk requires verification - Trigger: Project evidence flags a configuration risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: capability.host_targets | https://github.com/moatazhamada/ai-omni-skills - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 2: Capability evidence risk requires verification - Trigger: README/documentation is current enough for a first validation pass. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: capability.assumptions | https://github.com/moatazhamada/ai-omni-skills - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 3: Maintenance risk requires verification - Trigger: Project evidence flags a maintenance risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: evidence.maintainer_signals | https://github.com/moatazhamada/ai-omni-skills - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 4: Security or permission risk requires verification - Trigger: no_demo - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: downstream_validation.risk_items | https://github.com/moatazhamada/ai-omni-skills - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 5: Security or permission risk requires verification - Trigger: no_demo - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: risks.scoring_risks | https://github.com/moatazhamada/ai-omni-skills - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 6: Maintenance risk requires verification - Trigger: issue_or_pr_quality=unknown。 - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: evidence.maintainer_signals | https://github.com/moatazhamada/ai-omni-skills - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 7: Maintenance risk requires verification - Trigger: release_recency=unknown。 - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: evidence.maintainer_signals | https://github.com/moatazhamada/ai-omni-skills - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.