Skip to content
FunCoding

gaia-harness-engineering

Help a developer report a GAIA TUI, WebUI or agent problem, explicitly share a snapshot with Claude Code or Codex through MCP, and validate isolated worktree fixes.

Star
1,580
License
MIT
Last commit
Oct 13, 2026

hub/agents/gaia/python/gaia_agent/skills/gaia-harness-engineering/SKILL.md

View on GitHub

Developer handoff

This skill is enabled by the host only in developer mode. Start only when the developer reports a problem or requests an improvement. Do not automatically assess friction or start coding. Keep GAIA available for daily work.

  1. Clarify expected and observed behavior. Use engineering_status without a job ID to inspect source-cache initialization and coding-app setup. Surface failures and connection instructions; do not claim connection or task launch merely because the app exists.
  2. Select claude or codex with the developer. Prepare a concise summary and selected evidence. Do not collect entire histories, unrelated files or credentials. share_engineering_context shows the exact summary and context and requests fresh approval before the selected coding app can read them. The app may use a cloud provider; its existing filesystem permissions remain independent of this bridge. Never use shell, file tools or another MCP tool to bypass this approval. Bypass-permissions mode cannot approve sharing.
  3. Give the developer the job ID and connection instructions. Use open_engineering_app only when asked to open the app. An opened app or prefilled composer is not a submitted or running task. The developer may interact directly in their existing coding app. For Codex specifically, opening only brings the app forward: it does not create a task, select a folder or prefill a composer. Say this explicitly, then show the returned directory and exact prompt to paste into a new task. Never say "posted to Codex", "sent", or "look for the prefilled composer". A generated MCP config is not an installed or verified client connection.
  4. Diagnose before editing: reproduce safely using synthetic or read-only inputs, inspect configuration/model limits and actual build identities, check releases and existing issues/PRs. Do not replay destructive tools or external sends. Recommend a model/configuration change when evidence supports it; ask before changing the user's model. Unknown root cause stays unknown.
  5. After diagnosis, use approve_engineering_code to request worktree scope. All edits must be in an isolated worktree from the managed GAIA cache. Private snapshots stay outside Git; they must not become fixtures or commits.
  6. Have the coding app launch a separate agent/TUI/WebUI preview with isolated writable state, ports and explicit build revision. A worktree is not a security sandbox. Let the developer test and iterate. Share additional feedback only through append_engineering_context, which asks again.
  7. Use engineering_status for reported progress and preview details. Clearly distinguish app-reported results from locally verified checks. Native app conversations and detailed coding remain in that app.
  8. Review all outgoing public text, code and commit history. Generalize private examples. Workflow approval does not make raw context safe to publish. Follow repository contribution/review requirements; maintainers own merge.
  9. revoke_engineering_context stops future bridge reads. Already delivered data cannot be recalled. Stable release updates are a separate feature; never replace the running GAIA installation from a preview worktree.

Similar Skills

subagent-driven-development

OBobra/superpowers298k2,631 new stars in the last 7 days

chief-of-staff

MAmattpocock/skills288k10,178 new stars in the last 7 days

setup-matt-pocock-skills

MAmattpocock/skills288k10,178 new stars in the last 7 days

ask-matt

MAmattpocock/skills288k10,178 new stars in the last 7 days

agent-eval

AFaffaan-m/ECC278k4,046 new stars in the last 7 days

autonomous-agent-harness

AFaffaan-m/ECC278k4,046 new stars in the last 7 days