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  1. Fastmod Audit and Backfill Step 4 Implementation Summary

    configured model, usage-based estimate, and an explicit no-write result.

    docs/plans/fastmod_audit_backfill/fastmod_audit_backfill_step4_implementation_summary.md Plans Plans and history

  2. Fastmod meta score — Railspike debug log

    No supported findings.

    docs/plans/fastmod_meta_score/fastmod_meta_score_debug_log.md Plans Plans and history

  3. fastmod_meta_score_step1_solution_assessment.md

    As an operator, it would be nice if I could combine multiple scores into fastmod, and for there to be some kind of dialog for it that allows me to enable/disab…

    docs/plans/fastmod_meta_score/fastmod_meta_score_step1_solution_assessment.md Plans Plans and history

  4. fastmod_meta_score_step2_feature_description.md

    Fastmod records one moderation probability today.

    docs/plans/fastmod_meta_score/fastmod_meta_score_step2_feature_description.md Plans Plans and history

  5. fastmod_meta_score_step3_development_plan.md

    After explicit Approved Step 3, create a feature branch, organize these artifacts under docs/plans/fastmodmetascore/, repair navigation/index references, and c…

    docs/plans/fastmod_meta_score/fastmod_meta_score_step3_development_plan.md Plans Plans and history

  6. fastmod_meta_score_step4_implementation_summary.md

    Implementation in progress on feat/fastmod-meta-score.

    docs/plans/fastmod_meta_score/fastmod_meta_score_step4_implementation_summary.md Plans Plans and history

  7. Fastmod and QDB Engagement — Development Checklist

    Cross-cycle tracker for the approved graded-content-visibility roadmap and related requests.

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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. Fastmod Rename Checklist

    Use Fastmod as the public product name.

    docs/plans/fastmod_rename_checklist.md Plans Plans and history

  15. Fastmod rubric actions — Railspike debug log

    No supported findings.

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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. Fast Post Scoring Batch Runner Step 3 Development Plan

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

  32. Fast Post Scoring Batch Runner Step 4 Implementation Summary

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

  33. 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

  34. fdp_to_railspike_debug_log.md

    Sources and evidence: Step 4 Do — Stage Boundary Protocol produced stage commits ba02ff71, 0472be5f, and 8e1d4bba, each with its summary.

    docs/plans/fdp_to_railspike/fdp_to_railspike_debug_log.md Plans Plans and history

  35. fdp_to_railspike_step1_solution_assessment.md

    I want to convert this project from using FDP to using Railspike, from https://github.com/gulkily/railspike.

    docs/plans/fdp_to_railspike/fdp_to_railspike_step1_solution_assessment.md Plans Plans and history

  36. fdp_to_railspike_step2_feature_description.md

    FDP is embedded in contributor guidance, workflow updates, and feature-request handoffs.

    docs/plans/fdp_to_railspike/fdp_to_railspike_step2_feature_description.md Plans Plans and history

  37. fdp_to_railspike_step3_development_plan.md

    docs/plans/fdp_to_railspike/fdp_to_railspike_step3_development_plan.md Plans Plans and history

  38. fdp_to_railspike_step4_implementation_summary.md

    docs/plans/fdp_to_railspike/fdp_to_railspike_step4_implementation_summary.md Plans Plans and history

  39. Step 1: Solution Assessment — Feature Flags Page Organization

    Please review our feature flags page, does it need better organizing?

    docs/plans/feature_flags_organization/feature_flags_organization_step1_solution_assessment.md Plans Plans and history

  40. Step 2: Feature Description — Feature Flags Page Organization

    The feature-flags page groups seven unrelated settings under “Forum” because it follows technical key prefixes.

    docs/plans/feature_flags_organization/feature_flags_organization_step2_feature_description.md Plans Plans and history