linkedin-studio/docs/hardening
Kjell Tore Guttormsen 7362d8e4b1 fix(linkedin-studio): S16 harden analyze — drop unsourced 5+ hashtags penalty
S16 analyze through the v2 interactive quality gate (analytics/diagnostic class —
prose-diagnosis + conditional agent-delegation, NOT CLI-backed: allowed-tools
Read/AskUserQuestion/Task, no Bash). 1 finding, 1 surgical edit in
commands/analyze.md, grep-confirmed + grounded persona sim (scenario 1, reach -50%):

- FUNN (axis-b'): Step 4 penalty checklist asked 'Did you use 5+ hashtags in posts?'
  — a concrete-number penalty absent from BOTH the SSOT
  (algorithm-signals-reference.md: no hashtag claim, deliberately omitted) AND the
  cited troubleshooting-guide.md (its own checklist is 6 items, no hashtag).
  Command-only unsourced folklore. Dropped analyze.md:149; kept :150 'tag unrelated
  people for reach' (defensible — aligns with SSOT bait/pod-suppression direction,
  no numeric claim).

Verified clean: interpret-mode wiring (analytics-interpreter resolves, real default
mode agent:6,39,141), shared data-dir seam (analyze:41 <-> agent:49),
/linkedin:profile cross-ref, graceful-degradation IF, saves/dwell honesty (no Bash,
no over-promise). External-link hard-penalty framing in troubleshooting-guide.md:127
vs SSOT logged as reference-pass follow-up (out of S16 scope — not touched).

Gate: test-runner 81/0/0 exit 0; counts 29/19 unchanged (.md-only).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016qgzo6rxthw7KuxHjn5vyE
2026-06-19 06:34:20 +02:00
..
brief.md docs(linkedin-studio): hardening-phase foundation (brief + adversarially-reviewed plan) 2026-05-31 05:31:52 +02:00
log.md fix(linkedin-studio): S16 harden analyze — drop unsourced 5+ hashtags penalty 2026-06-19 06:34:20 +02:00
plan.md docs(linkedin-studio): replace v1 autonomous hardening plan with v2 interactive 2026-05-31 07:47:17 +02:00
review.md fix(linkedin-studio): S1 hardening — method calibration (quick) + Start journey 2026-05-31 06:46:11 +02:00