Turn expert email answers into an approved public knowledge base

Why use this

1. An expert may have valuable answers in private correspondence that would help a broader audience. Removing names alone can still leave a person identifiable through unusual circumstances, and old advice may depend on context that is unsafe to generalize.

2. A private candidate queue could preserve the useful question while exposing privacy and applicability concerns for the owner. Publication would depend on a specific reviewed selection, not merely on successful anonymization or import.

Why an agent / simpler alternative

Useful judgment

Identify reusable themes and contextual details that could reveal identity or change an answer’s meaning.

Simpler alternative

Write fresh generic guidance when only a few recurring questions are worth publishing.

Unsuitable when

Consent, sensitive content or professional advice cannot be safely reviewed.

Proposed inputs

1. Name

   Authorized advice correspondence

   Owner

   Expert owner

   Minimum scope

   Relevant question/answer excerpts with unnecessary identifiers removed

   Quality check

   Confirm permitted use and identify sensitive circumstances.

2. Name

   Publication review rules

   Owner

   Owner

   Minimum scope

   Approved audience, anonymization requirements and explicit publication marker

   Quality check

   Separate topic categorization from approval unless the owner defines them together.

Access and setup — proposed or unknown

Proposed minimum

1. Read-only excerpts and a private candidate store distinct from the public destination.

Compatibility unknowns

1. Unknown: exact runtime, email/Notion connectivity and private-public permission separation.

External actions requiring approval

1. Moving entries to the public audience, disclosing correspondence or enabling recurring publication.

Expected deliverable and review checks

Proposed artifact

Anonymized Q&A candidates with applicability notes, privacy flags and explicit review status.

Critical checks

1. Combined details cannot readily identify the correspondent.

2. Only an owner-reviewed entry can cross the publication boundary.

Missing output evidence

No new workflow run or output inspection is performed for this editorial layer. The linked implementation evidence retains the original source-specific outcome and artifact limits.

Failure signals and proposed responses

1. Signal

   Names are removed but a unique situation remains.

   Why it matters

   The public entry may still reveal the correspondent.

   Proposed response

   Generalize or omit identifying context and request owner review.

2. Signal

   An ordinary category tag is mistaken for publication approval.

   Why it matters

   Unreviewed advice could become public.

   Proposed response

   Require the specifically defined review marker and preserve an approval record.

Effort and cost — unknown

Setup work

1. Define private staging, audience and approval-marker semantics.

Ongoing review

1. Review privacy, factual applicability and publication choices.

Unknowns

1. Unknown: anonymization sufficiency, connector costs and expert-review effort.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Invented Q&A omits a name but retains a unique employer/event combination and has only a general topic tag.

Acceptance checks

1. Privacy risk remains flagged.

2. The entry cannot be proposed for publication yet.

Stop conditions

1. Consent, sensitive disclosure or publication authority is unresolved.

Limits

1. Editorial knowledge-base preparation; anonymization and topic relevance do not establish permission to publish.