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Extension/Improvement Cookbook Step 1 Solution Assessment
Developers cannot readily see how the site’s existing architecture supports safe, practical feature extensions, especially LLM- and agent-assisted workflows.
docs/plans/extension_improvement_cookbook/extension_improvement_cookbook_step1_solution_assessment.md Plans Plans and history
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Extension/Improvement Cookbook Step 2 Feature Description
The site’s extension facilities are capable but not discoverable through concrete examples.
docs/plans/extension_improvement_cookbook/extension_improvement_cookbook_step2_feature_description.md Plans Plans and history
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Extension/Improvement Cookbook Step 3 Development Plan
docs/plans/extension_improvement_cookbook/extension_improvement_cookbook_step3_development_plan.md Plans Plans and history
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Extension/Improvement Cookbook Step 4 Implementation Summary
docs/plans/extension_improvement_cookbook/extension_improvement_cookbook_step4_implementation_summary.md Plans Plans and history
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Fastmod Audit and Backfill Step 1 Solution Assessment
Operators need to measure unscored historical content and its estimated Fastmod
docs/plans/fastmod_audit_backfill/fastmod_audit_backfill_step1_solution_assessment.md Plans Plans and history
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Fastmod Audit and Backfill Step 2 Feature Description
Fastmod intentionally rates only newly published content, so operators cannot
docs/plans/fastmod_audit_backfill/fastmod_audit_backfill_step2_feature_description.md Plans Plans and history
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Fastmod Audit and Backfill Step 3 Development Plan
If this plan is accepted, reply Approved Step 3.
docs/plans/fastmod_audit_backfill/fastmod_audit_backfill_step3_development_plan.md Plans Plans and history
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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
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Fastmod meta score — Railspike debug log
No supported findings.
docs/plans/fastmod_meta_score/fastmod_meta_score_debug_log.md Plans Plans and history
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Fastmod Rename Checklist
Use Fastmod as the public product name.
docs/plans/fastmod_rename_checklist.md Plans Plans and history
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Fastmod rubric actions — Railspike debug log
No supported findings.
docs/plans/fastmod_rubric_actions/fastmod_rubric_actions_debug_log.md Plans Plans and history
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Fast Post Scoring Batch Runner Step 3 Development Plan
docs/plans/fast_post_scoring_batch_runner/step3_development_plan.md Plans Plans and history
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Fast Post Scoring Batch Runner Step 4 Implementation Summary
docs/plans/fast_post_scoring_batch_runner/step4_implementation_summary.md Plans Plans and history
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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