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ai-job-search/.claude/commands
LeoWinston-9596andClaude Opus 4.8 1969d0ea70 feat(apply,interview): write confirmed facts back to the profile in the same turn (#211)
* feat(apply,interview): write confirmed facts back to the profile in the same turn

The grounding audit added in #185 removes any claim the three sources do
not support. That is right, and it has a consequence the framework did
not close: the audit cannot tell a fabrication from a real fact the user
stated out loud in an earlier session. Both look identical to it - absent
from the sources - and both get stripped.

So a fact that surfaces in conversation and is never written down is lost
silently. A real metric the user confirmed disappears from every
subsequent CV, and nothing reports that it happened.

Adds a standing rule to /apply: when the user confirms, corrects or
supplies a fact not already in 01-candidate-profile.md, write it there in
the same turn and bump framework_version. 01 is one of the audit's three
sources, so the fact is grounded on the next run.

Adds the same exception to /interview rule 5, which previously forbade
touching profile files outright. Interview prep is where new facts
surface most often - a recalled metric, a corrected scope, a filled-in
STAR stub - and prep files are not a substitute for the profile.

Notes the source-consistency case explicitly: a fact added to 01 that
CLAUDE.md and the master CV do not mention is an absence, not a
contradiction, so it does not trip the audit's profile-consistency
warning. If the new fact corrects either of those, fix it there too.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* fixup(apply,interview): drop framework_version bump from write-back rule

Bumping 01's framework_version on a personal fact write-back corrupts
check_upstream_updates.py's upstream_version > local_version signal, and
diverges from /setup and /expand precedent where version tracks the
file's structure, not personal-data edits to its content.

Per MadsLorentzen review on PR #211.

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Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-26 16:04:23 +02:00
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