Validates newsletter output against quality standards. Use after Phase 4 assembly to verify the newsletter meets all requirements. Runs automated checks for required sections, link format, forbidden patterns, and structural compliance. Keywords: newsletter validation, quality check, post-pipeline, validation rubric.
Transforms the compiled Phase 3 working set into polished, newsletter-ready content sections, with Phase 1C discoveries used only as a missing-data fallback. Use when running Phase 3 of the newsletter pipeline. Selects and structures high-value items, applies GA/PREVIEW labels, and prepares complete section material for assembly. Keywords: content curation, phase 3, selection, formatting, enterprise relevance.
Fetches and extracts content from Phase 1A URL manifest into 5 interim files by source. Use when running Phase 1B of the newsletter pipeline. Processes URLs sequentially by source, extracts relevant items using universal extraction format, outputs one interim file per source. Keywords: content retrieval, phase 1b, web extraction, interim files.
Processes the human curator's monthly notes file into pipeline-ready content. Reads raw URLs, text hints, and structured sections from the curator's brain dump, classifies each item, filters internal/industry content, visits surviving URLs, and outputs processed items + editorial signals. Use between Phase 1C and Phase 3 when a curator notes file exists. Keywords: curator notes, brain dump, links file, monthly notes, human curation, editorial signals.
Extracts and formats upcoming events and webinars from provided URLs. Use when running Phase 2 of the newsletter pipeline after the Phase 1C discoveries receipt exists. Fetches event pages, classifies into canonical categories, formats virtual and in-person event tables. Keywords: events extraction, phase 2, webinars, conferences, event formatting.
Maintains kb/ knowledge base through automated polling and health checks. Use for monthly kb/ refresh, link health validation, and SOURCES.yaml updates. Polls RSS/Atom feeds for new content, validates canonical URLs, generates delta reports. Keywords: kb maintenance, knowledge base, link health, sources refresh, monthly maintenance.
Applies automated polishing rules to a Phase 4 newsletter before human review. Runs deterministic structural fixes, content-aware normalization, and editorial guidelines mined from 132 actual polishing edits across 14 newsletters. Use as Phase 4.5 between assembly and editorial review. Keywords: polishing, phase 4.5, formatting, normalization, quality, post-assembly.
Fast local code review of staged changes via Copilot CLI. Pipes git diff into copilot -p with full file context and a generic review prompt. Repo-specific rules load automatically from AGENTS.md. Use when you want a quick pre-commit review without the PR overhead. Keywords: code review, local review, make review, pre-commit, staged changes.