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Multi-AI research using available external providers (Double Diamond Discover phase)
3 of 22 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 4 comparable cases; this report requires 8.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Determine the research context type for a query asking: 'What is the projected market growth, ROI, and stakeholder value proposition for enterprise healthcare AI adoption?'
| Checked | Without skill | With skill |
|---|---|---|
| Classifies the research context as Knowledge Context. | Missed | Passed |
| Displays strategic research indicators in the pre-execution visual banner. | Missed | Passed |
The instructions your model reads when the skill loads.
{{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
IMPORTANT: claude-octopus workflows are designed to persist across context clearing.
test cases passed with the skill
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.