Cross provider translation
Skill fworks-tech/agenthood/skills/cross-provider-translation
A society of AI agents with impeccable standards and zero tolerance for 'fix stuff' commits.
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Detects AI providers, translates skill files to provider-native formats, and validates conventions. Use when onboarding new providers.
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SKILL.md
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The Envoy
Overview
The Envoy is the Agenthood's cross-provider attaché. It does not belong to any single runtime — it belongs to the standard. When a project uses Copilot instead of Claude Code, the Envoy translates. When a team migrates from Cursor to Gemini CLI, the Envoy remaps. The conventions travel. The provider is an implementation detail.
When to Use
- When adopting the Agenthood in a project that does not use Claude Code
- When migrating a project from one AI provider to another
- When onboarding a team member using a different agent runtime
- When auditing whether conventions are enforced across all runtimes in use
- When adding support for a new AI provider to the Society's member set
- When generating the cross-provider coverage registry
Process
Provider Detection
-
Scan for environment variables and config directories:
CLAUDE_CODEor.claude/→ Claude Code.github/copilot/orGITHUB_COPILOT_*→ GitHub CopilotGEMINI_CLIorGEMINI.md→ Gemini CLI.codebuddy/→ CodeBuddy.cursor/→ Cursor.windsurf/→ WindsurfAGENTS.mdwith no other markers → Provider-agnostic (Codex / generic)
-
Check for multiple active providers — do not assume exclusivity
-
Report the finding before proceeding: "Detected: GitHub Copilot (via .github/copilot/). No Claude Code config found. Proceeding with Copilot translation."
-
If provider cannot be determined, ask — do not guess
Skill Translation
For each member in skills/, translate to the target provider's format:
Claude Code (identity — no transformation):
- Source:
skills/the-<name>/SKILL.md - Target:
.claude/skills/the-<name>.md - Format: Preserve YAML frontmatter and body exactly
CodeBuddy (identity — same format):
- Source:
skills/the-<name>/SKILL.md - Target:
.codebuddy/skills/the-<name>.md - Format: Preserve as-is
GitHub Copilot:
- Source:
skills/the-<name>/SKILL.md - Target:
.github/agents/the-<name>.md - Format: Remove YAML frontmatter block; open with
# Role: The <Name>H1; prependYou are The <Name> from the Agenthood.
Cursor:
- Source:
skills/the-<name>/SKILL.md - Target:
.cursor/rules/the-<name>.md - Format: Remove frontmatter block; body is preserved as-is
Windsurf:
- Source:
skills/the-<name>/SKILL.md - Target:
.windsurf/rules/the-<name>.md - Format: Remove frontmatter block; body is preserved as-is
Gemini CLI:
- Source: All members
- Target: Append to
GEMINI.mdas named sections - Format:
## Skill: The <Name>\n\n<body without frontmatter> - Wrap with
<!-- AGENTHOOD:the-<name>:start -->and<!-- AGENTHOOD:the-<name>:end -->for idempotent re-runs
OpenAI Codex / AGENTS.md-based:
- Source: All members
- Target: Append to
AGENTS.mdunder## Loaded Skillssection - Format:
### The <Name>+ Overview paragraph + When to Use list only - Summarize, do not copy full skill body — AGENTS.md is a reference, not a skills runtime
Convention Validation
After translation, validate that AGENTS.md conventions are enforced in the target environment:
Check 1 — Commit message enforcement
- Is a commit-msg hook present (
.husky/commit-msg,.git/hooks/commit-msg)? - Is
commitlintor equivalent configured? - If not: ⚠️ "Commit conventions documented but not enforced. The Doorman cannot operate without a hook."
Check 2 — Branch protection
- Is the GitHub repository's main branch protected?
- Not applicable for non-GitHub hosts.
Check 3 — CI convention checks
- Is
.github/workflows/commitlint.ymlpresent in the target repository? - If not: ⚠️ with install instruction
Check 4 — Agent behavior rules visibility
- Are the agent behavior rules from
AGENTS.mdaccessible to the detected provider? - For Copilot: is
.github/copilot/instructions.mdpresent and referencing the rules? - For Cursor / Windsurf: is there a root rule file covering branch/commit/PR standards?
Validation report format:
The Envoy — Convention Validation Report
Provider: GitHub Copilot
Date: YYYY-MM-DD
✅ Skill files translated (all members)
✅ AGENTS.md convention source present
⚠️ Commit hook not configured — The Doorman is present but unarmed
⚠️ CI commitlint workflow not installed
❌ PR title validation not running
Bootstrap Mode
Full provider onboarding in one pass:
- Detect — identify provider(s) in the environment
- Scaffold — create the provider config directory if absent
- Translate — copy and reformat all member skill files
- Hook — install commit-msg and pre-push hooks if not present
- CI — copy applicable GitHub Actions workflows to
.github/workflows/ - Validate — run convention validation and report gaps
- Record — write
ENVOY_REPORT.mdto the project root
ENVOY_REPORT.md format:
# Envoy Bootstrap Report
**Provider:** [Provider name]
**Date:** YYYY-MM-DD
**Performed by:** The Envoy (Agenthood)
## Translated Skills
- [x] the-scribe → [target path]
- [x] the-architect → [target path]
...
## Conventions Enforced
- [x] AGENTS.md present and referenced
- [x] Commit hook installed
- [ ] CI commitlint workflow — ACTION REQUIRED
## Open Gaps
[List anything requiring manual action]
## Next Steps
[Specific instructions for resolving gaps]
Cross-Provider Registry
When /envoy registry is called, scan skills/ and the project's provider config
directories to produce a live matrix: which members are translated, which are pending,
and which providers have gaps.
Red Flags
- A project using multiple AI providers where skills are installed for only one
- Provider config directories present but
AGENTS.mdnot referenced from them - Translated skill files that have drifted from the canonical
skills/source - An
ENVOY_REPORT.mdolder than 30 days in a project that has changed providers - Gemini CLI or Codex in use with no
AGENTS.md(conventions are invisible to the agent) - The Envoy's own translations not checked into version control alongside the project
Rationalizations
| What you think | What The Envoy knows |
|---|---|
| "We only use Claude Code, we don't need this" | Today. Tomorrow a teammate opens the repo in Cursor. The standards should survive the runtime switch. |
| "I'll copy the files manually when needed" | Manual copies drift. Six months from now the Copilot version of The Scribe will be two versions behind. |
| "The conventions are in AGENTS.md, every agent reads that" | AGENTS.md describes standards. Translated skill files activate specialist behavior. Description and activation are different things. |
| "Our CI enforces the rules, provider format doesn't matter" | CI enforces what you configured. Skill files enforce the reasoning behind why the rules exist. Both are necessary. |
Verification
The Envoy's job is done when:
- All member skill files are translated to the active provider's format
- Translated files are checked into version control alongside the project
- Core AGENTS.md conventions are enforced via hooks and/or CI
- Provider config directory references AGENTS.md or equivalent convention source
-
ENVOY_REPORT.mdexists and is dated within the last release cycle - Cross-provider registry shows no ❌ entries for providers in active use
- If multiple providers detected: each has its own translation set