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Multi-AI research using available external providers (Double Diamond Discover phase)
7 of 23 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 7 comparable cases; this report requires 8.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
During a research discovery on multi-tenant database isolation strategies, Codex failed with an authentication error and produced empty output. How is this failure categorized?
| Checked | Without skill | With skill |
|---|---|---|
| Treats failed provider outputs as coverage gaps. | Missed | Passed |
| Excludes failed provider outputs from synthesis citations. | Missed | Passed |
The instructions your model reads when the skill loads.
Host: Codex CLI — This skill was designed for Claude Code and adapted for Codex. Cross-reference commands use installed skill names in Codex rather than
/octo:*slash commands. Use the active Codex shell and subagent tools. Do not claim a provider, model, or host subagent is available until the current session exposes it. For host tool equivalents, seeskills/blocks/codex-host-adapter.md.
{{PREAMBLE}}
${HOME}/.claude-octopus/plugin/scripts/orchestrate.sh probe-single; direct single-model research is not a valid substitute.build-fleet.sh; the plugin can route across Codex, Antigravity, Copilot, Qwen, OpenCode, Ollama, Perplexity, OpenRouter, Cursor Agent, and Claude depending on local availability.${HOME}/.claude-octopus/plugin/scripts/orchestrate.sh agent-summary and use only providers reported as ok, degraded, or timeout with usable output.standard and deep research, require at least 2 usable provider outputs unless fewer providers are installed; failed/rejected providers are reported as gaps, not cited as evidence.Workflow state is stored in the host workspace by default. Only create the
project-local .octo/ lifecycle artifacts when the user explicitly opts in by
setting OCTOPUS_PROJECT_PERSISTENCE=true.
if [[ "${OCTOPUS_PROJECT_PERSISTENCE:-false}" == "true" ]]; then
if [[ ! -d ".octo" ]]; then
echo "📁 Initializing opt-in .octo/ project state..."
if ! "${HOME}/.claude-octopus/plugin/scripts/octo-state.sh" init_project; then
echo "Discover incomplete: could not initialize opt-in project state." >&2
exit 1
fi
fi
if ! "${HOME}/.claude-octopus/plugin/scripts/octo-state.sh" update_state \
--phase 1 \
--position "Discovery" \
--status "in_progress"; then
echo "Discover incomplete: could not persist in-progress state." >&2
exit 1
fi
fi
test cases passed with the skill
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