Use when a task needs a durable survey of new academic, technology, or market evidence before downstream specification or production. Not for repository-only project analysis, a simple factual lookup, or work already grounded by sufficient current evidence.
Scanned 9/3/2026
Install to Claude Code
npx -y skills add dmlguq456/hearting --skill autopilot-research --agent claude-codeInstalls into .claude/skills of the current project.
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---
# GENERATED METADATA — edit harness-manifest.json, then run tools/generate.py.
name: autopilot-research
description: "Use when a task needs a durable survey of new academic, technology, or market evidence before downstream specification or production. Not for repository-only project analysis, a simple factual lookup, or work already grounded by sufficient current evidence."
argument-hint: "<query> [--mode academic|technology|market] [--depth shallow|medium|deep] [--intensity direct|quick|standard|strong|thorough|adversarial] [--no-clarify] [--no-figures] [--from search|analyze|report]"
metadata:
group: entry
fam: pre
invocation_class: entry-router
modes: ["academic", "technology", "market"]
blurb: "Shared upfront research that surveys academic, technology, or market sources before downstream routing."
use_when: "Use when a task needs a durable survey of new academic, technology, or market evidence before downstream specification or production."
not_for: "Not for repository-only project analysis, a simple factual lookup, or work already grounded by sufficient current evidence."
---
# autopilot-research
This is a compact pre-approval entry router. Its manifest-owned frontmatter is
the authoritative discovery metadata; it intentionally contains no execution
procedure.
## Pre-approval boundary
Use only this router, `harness-manifest.json`, and `core/WORKFLOW.md §0.2` to
propose a route. Present the one-time confirmation in `core/WORKFLOW.md §0.4`
unless the same route and scope are already approved. Do not load references
before approval.
## Post-approval owner contract
After approval, direct/quick sessions and the `standard+` dispatch-depth-1 owner load
`capabilities/autopilot-research.md`, then use the Reference Index below. Assigned
stage workers load only their assigned stage contracts.
## Reference Index
| File | Load when | Obligation |
|---|---|---|
| [`references/owner-execution.md`](references/owner-execution.md) | After approval, by the selected direct/quick session or dispatch-depth-1 owner | Read the complete execution procedure before material work. This is the router's only post-approval reference edge. |
## Guard pointer
Follow the portable artifact, worktree, role, and verification guards in the
selected owner contract. Before the first durable capability artifact, compile
and bind the checked route even for direct intensity; direct is a compiled
inline node, not route absence. A restriction on native subagents/agents is
surface-local and never selects direct execution. Runtime projections must
report unsupported mechanics and must not claim physical instruction masking,
token, billing, or cost savings without verified evidence.
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