Individual skill

ccf-pipeline-orchestrator

Plan or coordinate CCF research stages, goals, gates, artifacts, and ccfa.yaml state. Use for 任务拆解, 流程规划, project status, end-to-end coordination, and explicitly requested autonomous research, autoresearch, or 自主科研迭代. Coordinate hypotheses, engineering, experiments, and feedback within the task budget; research engineer owns code and training.

ccf-pipeline-orchestrator/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 3,490
Repository last updated: Oct 31, 2026
License: MIT

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engineering Derived category
finance Derived category
research Derived category
testing Derived category
testing-browser Derived category

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SKILL.mdcore · 7,774 bytes
SKILL.mdcore · 7,774 bytes
agents/openai.yamlasset · 776 bytes
references/autonomous-research.mddoc · 38,349 bytes
references/workflow-planning/approach-options.mddoc · 2,816 bytes
references/workflow-planning/design-brief-template.mddoc · 2,004 bytes
references/workflow-planning/intake-protocol.mddoc · 2,313 bytes
scripts/campaign_budget.pyruns · 16,320 bytes
scripts/research_loop.pyruns · 77,005 bytes
scripts/test_research_loop.pyruns · 72,519 bytes

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# CCF Pipeline Orchestrator

## Family File Contract

Before file work, reuse canonical paths and one task/artifact working directory; default to project-root `ccfa-workfiles/<purpose>/<artifact-id>/`. Update in place, preserve inputs, and use UTF-8 with Chinese-text checks. Apply [artifact-contracts.md](../ccf-common/references/artifact-contracts.md) for naming, ownership, and task-created cleanup; handoffs inherit these paths.

## Collaboration Contract

Before specialist execution, read and apply [ccf-humanization](../ccf-humanization/SKILL.md) first, then [ccf-common](../ccf-common/SKILL.md). At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.

Integrate necessary specialist contributions under one owner; reuse valid prerequisites and verify affected results. Follow the [cooperation routes](../ccf-common/references/routing.md) without duplicate reports.

## Core Rule