pi-context-pipeline

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Orchestrate pi-finder and optional pi-librarian to produce a compact context pack and Codex kickoff prompt before coding.

CoWork-OS By CoWork-OS schedule Updated 2/28/2026

name: pi-context-pipeline description: "Orchestrate pi-finder and optional pi-librarian to produce a compact context pack and Codex kickoff prompt before coding."

Pi-context-pipeline

Purpose

Orchestrate pi-finder and optional pi-librarian to produce a compact context pack and Codex kickoff prompt before coding.

Routing

  • Use when: Use when users want a Finder plus Librarian pre-coding pipeline that narrows context and prepares a coding handoff prompt.
  • Do not use when: Do not use for direct coding changes that are already scoped to a few known files.
  • Outputs: A local scout report, optional GitHub scout report, a compact context pack, and a Codex kickoff prompt under {artifactDir}.
  • Success criteria: Produces focused artifacts with cited files/lines and a clean coding handoff that avoids unrelated context reads.

Trigger Examples

Positive

  • Use the pi-context-pipeline skill for this request.
  • Help me with pi-context-pipeline.
  • Use when users want a Finder plus Librarian pre-coding pipeline that narrows context and prepares a coding handoff prompt.
  • Pi-context-pipeline: provide an actionable result.

Negative

  • Do not use for direct coding changes that are already scoped to a few known files.
  • Do not use pi-context-pipeline for unrelated requests.
  • This request is outside pi-context-pipeline scope.
  • This is conceptual discussion only; no tool workflow is needed.

Parameters

Name Type Required Description
query string Yes What to implement or investigate
scope_hint string No Optional local directories/files/symbols to prioritize
repo_hints string No Optional external repo hints (owner/repo list)
owner_hints string No Optional org/user hints for GitHub research
run_librarian boolean No Whether to include GitHub research in addition to local scouting
max_search_results number No Maximum GitHub search results requested by librarian

Runtime Prompt

  • Current runtime prompt length: 2187 characters.
  • Runtime prompt is defined directly in ../pi-context-pipeline.json.
Install via CLI
npx skills add https://github.com/CoWork-OS/CoWork-OS --skill pi-context-pipeline
Repository Details
star Stars 350
call_split Forks 51
navigation Branch main
article Path SKILL.md
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