PluginBench
Skill
Pass
Audit score 90

ccf-pipeline-orchestrator

mikubaka88/ccfa-skills

Coordinate CCF research stages, gates, and project workflow with explicit task planning and artifact tracking.

What is ccf-pipeline-orchestrator?

Orchestrates multi-stage research projects by mapping current progress, defining workflow gates, and routing work to specialist skills. Use this to plan task decomposition, track project status, manage artifacts, and coordinate end-to-end execution across the CCF skill ecosystem.

  • Map current project stage and identify missing prerequisites or artifacts
  • Define workflow gates with required evidence, pass conditions, and responsible owners
  • Route work to specialist skills and maintain handoff continuity across transitions
  • Read and update ccfa.yaml project state without requiring pre-existing setup
  • Resolve conflicts between completed work and new requirements while preserving valid outputs
  • Apply humanization and common-skill rules at every handoff to ensure consistent collaboration

How to install ccf-pipeline-orchestrator

npx skills add https://github.com/mikubaka88/ccfa-skills --skill ccf-pipeline-orchestrator
Prerequisites
  • Familiarity with ccfa.yaml project-state format (optional; skill can work without it)
  • Access to ccf-common and ccf-humanization skills for preflight collaboration rules
  • Project artifacts or brief description of current stage and goal
Claude Code
Cursor
Windsurf
Cline

How to use ccf-pipeline-orchestrator

  1. 1.Describe your project goal, current stage, and any known artifacts or constraints
  2. 2.Provide or reference ccfa.yaml if available; the skill will work without it
  3. 3.Request a specific output shape: roadmap, checklist, YAML update, or full coordination report
  4. 4.Review the proposed gates, next owner skill, and handoff packet
  5. 5.Execute specialist skills as named, then return with results for integration and next-stage routing

Use cases

Good for
  • Break down a large research project into bounded tasks with clear ownership and gates
  • Check project status and decide the next immediate action without forcing a fixed report format
  • Coordinate handoffs between specialist skills while preserving artifact paths and evidence
  • Plan a submission roadmap with venue, deadline, and stage-by-stage requirements
  • Update project state in ccfa.yaml after specialist work completes, then route the next phase
Who it's for
  • Research project leads managing multi-stage workflows
  • Teams using CCF skills and needing explicit coordination across specialist tools
  • Anyone planning task decomposition and tracking gates through completion

ccf-pipeline-orchestrator FAQ

Do I need ccfa.yaml to use this skill?

No. The skill will work with supplied artifacts and context. It discloses absence of project state only when it limits requested tracking; it does not require setup or create state merely to route work.

What's the difference between this skill and ccf-project-scaffolder?

This skill plans and coordinates workflow stages, gates, and handoffs. The ccf-project-scaffolder owns folder structure and template creation. Use this for orchestration; use scaffolder for initial project setup.

Can this skill execute specialist work directly, or does it only plan?

For plan-only requests, it returns the plan in your requested shape. For explicitly requested end-to-end execution, it coordinates authorized specialist owners through completion rather than stopping after naming the next skill.

How does this skill handle conflicts between new requirements and completed work?

It preserves valid completed work, updates affected requirements, and continues independent stages around blockers. It reopens only changed dependencies or unresolved findings.

What collaboration rules does this skill apply?

Before planning and at every handoff, it reads and applies ccf-humanization and ccf-common rules. It reuses their applicable evidence and detailed prose modes within authorized writing stages.

Full instructions (SKILL.md)

Source of truth, from mikubaka88/ccfa-skills.


name: ccf-pipeline-orchestrator description: "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, and explicitly requested end-to-end coordination. Specialist skills own research outputs; ccf-project-scaffolder owns folder/template creation." metadata: ccf_skill_controls: handoff_question_mode: partial respect_session_denylists: true protect_idea_scope_in_writing: true private_material_safety: moderate shared_controls: ../ccf-common/references/

CCF Pipeline Orchestrator

Family File Contract

Before writing, resolve the canonical output and one stable working directory per task/artifact. Reuse explicit or established task paths; otherwise use project-root ccfa-workfiles/<purpose>/<artifact-id>/, with source/, assets/, cache/, and build/ only as needed. Update current files in place; do not scatter intermediates or create iteration copies. Preserve inputs and required evidence; clean only verified disposable files created by this task. Use UTF-8 text I/O and check Chinese text after saving or rendering. For file work, apply artifact-contracts.md and reuse the same paths across skill transitions.

Collaboration Contract

Before specialist execution, read and apply ccf-humanization first, then ccf-common. 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.

Keep one integrating owner and actively use other skills to resolve missing prerequisites or check material findings. Reuse applicable evidence; do not skip necessary groundwork to save tokens. Before finalizing, integrate contributions and verify affected results. Follow the conditional cooperation routes; avoid unrelated stages and duplicate reports.

Core Rule

Operate as the project coordinator and workflow planner. Clarify the goal, map the current stage, update or read ccfa.yaml, define gates, and name the next owner skill. Specialist skills own downstream outputs. For a plan-only request, return the plan. For explicitly requested end-to-end execution, coordinate the authorized owners through completion rather than stopping after naming the next skill. Follow ../ccf-common/references/task-modes.md: if the user asks for a short plan, checklist, YAML update, table, or narrative roadmap, use that visible shape instead of forcing a fixed report.

Ensure Humanization and Common are active before planning and every contributing skill. Reuse their applicable rules at handoffs. Apply Humanization's detailed prose modes within authorized writing stages; raw planning and rendering still receive its baseline without a manuscript-edit workflow.

Follow ../ccf-common/references/handoff-modes.md and ../ccf-common/references/artifact-contracts.md. Later user corrections normally steer the active project: preserve valid completed work, update affected requirements, and continue. Do not invent completed stages or automatic background jobs.

Workflow

  1. Identify target venue, current stage, available artifacts, constraints, deadline pressure, and the user's immediate goal.
  2. Read ccfa.yaml when available; if absent, continue with supplied artifacts. Do not require setup or create project state merely to route work; disclose its absence only when it limits requested tracking.
  3. For unclear projects, use references/workflow-planning/intake-protocol.md, approach-options.md, and design-brief-template.md.
  4. Assign integrating owners using ../ccf-common/references/routing.md. Work backward from the requested outcome to missing prerequisites and material checks, including upstream work not named by the user. Distinguish bounded contributions from next-artifact ownership; carry both active preflights throughout and apply detailed Humanization modes when relevant. Preserve explicit scope limits.
  5. Define each applicable gate through its required evidence, output, pass condition, blocker, and responsible skill. Mark prerequisites satisfied, missing, conflicting, or outside scope; reuse valid ones and resolve missing/conflicting ones before advancing dependent conclusions. Tool completion alone does not pass a gate.
  6. Use the continuity/return contract in ../ccf-common/references/handoff-modes.md: carry current scope, evidence/version, canonical paths, edit ownership, and the exact next action. Update existing ccfa.yaml stage/gate fields only when state maintenance is authorized; preserve unrelated fields and schema. A planning-only request proposes changes without writing.
  7. Integrate specialist results, resolve conflicts against source evidence, and check affected downstream conclusions. Advance gates from actual evidence; preserve valid completed work and continue independent stages around a blocker. Reopen only changed dependencies or unresolved findings. Finish when requested outputs and applicable prerequisites/checks are complete, or identify the precise dependent result that remains incomplete.

Adaptive Output Contract

Put the requested artifact first: roadmap, next-step decision, task list, handoff packet, or ccfa.yaml patch instructions. Use the full structure below only for standard planning, ambiguous multi-stage projects, or when the user asks for a complete coordination report.

Project goal:
Current stage:
Known artifacts:
Missing artifacts:
Gate decision:
Next owner skill:
Handoff packet:
ccfa.yaml update:
Risks / blockers: