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  1. Fastmod Prepublication Hold — Railspike Debug Log

    Revises the assessment direction from the initial Step 1 entry following explicit user clarification; previous diagnostics remain historical.

    docs/plans/fastmod_prepublication_hold/fastmod_prepublication_hold_debug_log.md Plans Plans and history

  2. fastmod_prepublication_hold_step1_solution_assessment.md

    Please take a look at these partially completed todo items, ask me any questions as needed, and write step 1 of docs/railspike/RAILSPIKE.md.

    docs/plans/fastmod_prepublication_hold/fastmod_prepublication_hold_step1_solution_assessment.md Plans Plans and history

  3. fastmod_prepublication_hold_step2_feature_description.md

    Fastmod currently scores already-public posts.

    docs/plans/fastmod_prepublication_hold/fastmod_prepublication_hold_step2_feature_description.md Plans Plans and history

  4. fastmod_prepublication_hold_step3_development_plan.md

    After explicit Approved Step 3, branch, organize/commit approved plans, then commit each verified stage with its summary before starting the next.

    docs/plans/fastmod_prepublication_hold/fastmod_prepublication_hold_step3_development_plan.md Plans Plans and history

  5. fastmod_prepublication_hold_step4_implementation_summary.md

    Stage 1 investigation complete; readiness gate failed.

    docs/plans/fastmod_prepublication_hold/fastmod_prepublication_hold_step4_implementation_summary.md Plans Plans and history

  6. Fastmod Provider-Call Limit Checklist

    Make provider requests, rather than all processed work rows, the primary

    docs/plans/fastmod_provider_call_limit_checklist.md Plans Plans and history

  7. Fastmod Rename Checklist

    Use Fastmod as the public product name.

    docs/plans/fastmod_rename_checklist.md Plans Plans and history

  8. Fastmod rubric actions — Railspike debug log

    No supported findings.

    docs/plans/fastmod_rubric_actions/fastmod_rubric_actions_debug_log.md Plans Plans and history

  9. fastmod_rubric_actions_step1_solution_assessment.md

    Effort study: E07 — trial ledger

    docs/plans/fastmod_rubric_actions/fastmod_rubric_actions_step1_solution_assessment.md Plans Plans and history

  10. fastmod_rubric_actions_step2_feature_description.md

    Effort study: E07 — trial ledger

    docs/plans/fastmod_rubric_actions/fastmod_rubric_actions_step2_feature_description.md Plans Plans and history

  11. fastmod_rubric_actions_step3_development_plan.md

    Effort study: E07 — trial ledger

    docs/plans/fastmod_rubric_actions/fastmod_rubric_actions_step3_development_plan.md Plans Plans and history

  12. fastmod_rubric_actions_step4_implementation_summary.md

    Effort study: E07 — trial ledger

    docs/plans/fastmod_rubric_actions/fastmod_rubric_actions_step4_implementation_summary.md Plans Plans and history

  13. Fastmod score transfer — Railspike debug log

    Necessary/useful instructions: Step 1 option comparison separates the smaller manual transfer from the requested integrated export/import outcome.

    docs/plans/fastmod_score_transfer/fastmod_score_transfer_debug_log.md Plans Plans and history

  14. fastmod_score_transfer_step1_solution_assessment.md

    Effort study: railspike-effort / v3/fastmodscoretransfer; standing P2 ledger

    docs/plans/fastmod_score_transfer/fastmod_score_transfer_step1_solution_assessment.md Plans Plans and history

  15. fastmod_score_transfer_step2_feature_description.md

    Effort study: railspike-effort / v3/fastmodscoretransfer; standing P2 ledger

    docs/plans/fastmod_score_transfer/fastmod_score_transfer_step2_feature_description.md Plans Plans and history

  16. fastmod_score_transfer_step3_development_plan.md

    Effort study: railspike-effort / v3/fastmodscoretransfer; ledger

    docs/plans/fastmod_score_transfer/fastmod_score_transfer_step3_development_plan.md Plans Plans and history

  17. fastmod_score_transfer_step4_implementation_summary.md

    Effort study: railspike-effort / v3/fastmodscoretransfer; ledger

    docs/plans/fastmod_score_transfer/fastmod_score_transfer_step4_implementation_summary.md Plans Plans and history

  18. Fastmod Status Clarity Checklist

    Improve ./v3 fast-score status so an operator can immediately see what needs

    docs/plans/fastmod_status_clarity_checklist.md Plans Plans and history

  19. Fastmod shared tagging flag — Railspike debug log

    No supported findings.

    docs/plans/fastmod_tagging_flag/fastmod_tagging_flag_debug_log.md Plans Plans and history

  20. fastmod_tagging_flag_step2_feature_description.md

    Follow-up to root meta tagging.

    docs/plans/fastmod_tagging_flag/fastmod_tagging_flag_step2_feature_description.md Plans Plans and history

  21. fastmod_tagging_flag_step3_development_plan.md

    Follow-up fastmodtaggingflag to root meta tagging.

    docs/plans/fastmod_tagging_flag/fastmod_tagging_flag_step3_development_plan.md Plans Plans and history

  22. fastmod_tagging_flag_step4_implementation_summary.md

    Implementation complete on feat/fastmod-tagging-flag; planning commit a9a009eb.

    docs/plans/fastmod_tagging_flag/fastmod_tagging_flag_step4_implementation_summary.md Plans Plans and history

  23. Fastmod virtual tags — Railspike debug log

    Necessary/useful instructions: Step 1 comparison and approval boundary separated a simpler dynamic-label contract from preserving the existing durable behavior.

    docs/plans/fastmod_virtual_tags/fastmod_virtual_tags_debug_log.md Plans Plans and history

  24. fastmod_virtual_tags_step1_solution_assessment.md

    Effort study: railspike-effort / v3/fastmodvirtualtags; standing P2 ledger

    docs/plans/fastmod_virtual_tags/fastmod_virtual_tags_step1_solution_assessment.md Plans Plans and history

  25. fastmod_virtual_tags_step2_feature_description.md

    Effort study: railspike-effort / v3/fastmodvirtualtags; standing P2 ledger

    docs/plans/fastmod_virtual_tags/fastmod_virtual_tags_step2_feature_description.md Plans Plans and history

  26. fastmod_virtual_tags_step3_development_plan.md

    Effort study: railspike-effort / v3/fastmodvirtualtags; ledger

    docs/plans/fastmod_virtual_tags/fastmod_virtual_tags_step3_development_plan.md Plans Plans and history

  27. fastmod_virtual_tags_step4_implementation_summary.md

    Effort study: railspike-effort / v3/fastmodvirtualtags; ledger

    docs/plans/fastmod_virtual_tags/fastmod_virtual_tags_step4_implementation_summary.md Plans Plans and history

  28. fast_default_tests Railspike debug log

    docs/plans/fast_default_tests_debug_log.md Plans Plans and history

  29. fast_default_tests_outliers Railspike debug log

    docs/plans/fast_default_tests_outliers/fast_default_tests_outliers_debug_log.md Plans Plans and history

  30. fast_default_tests_outliers_one_shot.md

    Cycle: v3/fastdefaulttestsoutliers; Mode: one-shot; Record/index: this file, plans index; parent: fastdefaulttests Step 1

    docs/plans/fast_default_tests_outliers/fast_default_tests_outliers_one_shot.md Plans Plans and history

  31. fast_default_tests_step1_solution_assessment.md

    Effort study: railspike-effort / v3/fastdefaulttests; host ledger.

    docs/plans/fast_default_tests_step1_solution_assessment.md Plans Plans and history

  32. Fast LLM Post Scoring Step 1 Solution Assessment

    The forum needs a low-latency, low-cost LLM scoring capability that returns only a task-defined 0-1 probability from short instructions and post text, with bou…

    docs/plans/fast_llm_post_scoring/fast_llm_post_scoring_step1_solution_assessment.md Plans Plans and history

  33. Fast LLM Post Scoring Step 2 Feature Description

    Full post analysis is too broad and expensive when a consumer only needs one focused probability.

    docs/plans/fast_llm_post_scoring/fast_llm_post_scoring_step2_feature_description.md Plans Plans and history

  34. Fast LLM Post Scoring Step 3 Development Plan

    docs/plans/fast_llm_post_scoring/fast_llm_post_scoring_step3_development_plan.md Plans Plans and history

  35. Fast LLM Post Scoring Step 4 Implementation Summary

    docs/plans/fast_llm_post_scoring/fast_llm_post_scoring_step4_implementation_summary.md Plans Plans and history

  36. Fast Post Scoring Batch Runner Step 1 Solution Assessment

    Operators need a safe command or scheduled worker that finds posts lacking a current fast score and rates them without reprocessing already current posts.

    docs/plans/fast_post_scoring_batch_runner/step1_solution_assessment.md Plans Plans and history

  37. Fast Post Scoring Batch Runner Step 2 Feature Description

    Fast scoring currently rates one requested post and forgets the outcome.

    docs/plans/fast_post_scoring_batch_runner/step2_feature_description.md Plans Plans and history

  38. Fast Post Scoring Batch Runner Step 3 Development Plan

    docs/plans/fast_post_scoring_batch_runner/step3_development_plan.md Plans Plans and history

  39. Fast Post Scoring Batch Runner Step 4 Implementation Summary

    docs/plans/fast_post_scoring_batch_runner/step4_implementation_summary.md Plans Plans and history

  40. Fastmod Productization - Remaining Work Plan

    Fastmod is a private moderation-review signal.

    docs/plans/fast_post_scoring_productization_remaining_work_plan.md Plans Plans and history