Individual skill
unslop
Remove AI writing patterns from prose using either audit-only detection or a two-pass rewrite flow (diagnosis then reconstruction). Use this skill when editing, reviewing, or rewriting AI-generated content to make it sound human. Triggers on requests to "humanize", "de-slop", "fix AI text", "make it sound human", "remove AI patterns", or when reviewing text that contains obvious AI tells like "Here's the thing:", "Let that sink in", or "In today's fast-paced landscape". Also use when the user pastes text and says it "sounds like ChatGPT", "sounds robotic", "needs to sound more natural", or asks you to "clean up" drafted content before publishing.
SKILL.md
Source commit 17ed39c9d0b522f44190ff0c6233867eadee192a
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- Yes
- Skill scan complete
- Yes
- Observed behavior
- Network or broad shell
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,004
- Repository last updated
- Sep 7, 2026
- License
- Not available
Observed agent integration: claude-code, codex
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
.github/ISSUE_TEMPLATE/config.ymlasset · 230 bytes.github/ISSUE_TEMPLATE/new-ai-ism.ymlasset · 1,530 bytes.github/PULL_REQUEST_TEMPLATE.mddoc · 792 bytes.github/workflows/evals.ymlasset · 692 bytes.gitignoreasset · 444 bytesAGENTS.mddoc · 3,587 bytesCLAUDE.mddoc · 2,237 bytesCONTRIBUTING.mddoc · 1,926 bytesREADME.mddoc · 29,311 bytesSKILL.mdcore · 6,767 bytesassets/examples/before-after-article.mddoc · 7,027 bytesassets/examples/before-after-linkedin.mddoc · 6,650 bytesassets/examples/before-after-sales.mddoc · 6,636 bytesdocs/DECISIONS.mddoc · 6,769 bytesdocs/PRODUCT.mddoc · 6,464 bytesevals/ADVERSARIAL-WRITING-ANALYSIS.mddoc · 8,333 bytesevals/BEHAVIORAL-EVALS.mddoc · 4,394 bytesevals/CHECKS.mddoc · 4,518 bytesevals/CORE-BENCHMARK.mddoc · 11,041 bytesevals/CORE-RESULTS.mddoc · 12,455 bytesevals/CRITIQUE.mddoc · 11,910 bytesevals/LIVE-MIMIC-PROTOCOL.mddoc · 17,090 bytesevals/TUNE-RESULTS.mddoc · 4,608 bytesevals/_check_support.pyruns · 7,180 bytesevals/_contract_batch.pyruns · 1,438 bytesevals/adversarial-evals.jsonasset · 44,796 bytesevals/build_shared_benchmark.pyruns · 15,939 bytesevals/cache_judge.pyruns · 4,904 bytesevals/check.pyruns · 4,041 bytesevals/check_climb.pyruns · 13,415 bytesevals/check_commands.pyruns · 5,098 bytesevals/check_complexity_budget.pyruns · 12,537 bytesevals/check_contrib.pyruns · 12,541 bytesevals/check_core_benchmark.pyruns · 7,315 bytesevals/check_core_benchmark_v2.pyruns · 11,217 bytesevals/check_evals_schema.pyruns · 6,286 bytesevals/check_gates_doc.pyruns · 2,073 bytesevals/check_maintenance_contract.pyruns · 1,371 bytesevals/check_mimic.pyruns · 18,112 bytesevals/check_packs.pyruns · 215 bytesevals/check_pairs.pyruns · 3,037 bytesevals/check_pattern_coverage.pyruns · 7,009 bytesevals/check_preservation_contract.pyruns · 2,985 bytesevals/check_scanner_contract.pyruns · 4,603 bytesevals/check_seeded_docs.pyruns · 1,535 bytesevals/check_silhouette.pyruns · 8,320 bytesevals/check_skill_examples.pyruns · 1,363 bytesevals/check_taboo_parity.pyruns · 1,247 bytesevals/check_voice.pyruns · 7,869 bytesevals/core-benchmark-v2.jsonasset · 100,302 bytesevals/core-benchmark.jsonasset · 29,488 bytesevals/core-holdback-metadata-v2.jsonasset · 1,292 bytesevals/core-holdback-metadata.jsonasset · 586 bytesevals/core-holdout-v9.jsonasset · 20,820 bytesevals/core-source-pool-v2.jsonasset · 4,072 bytesevals/core-thresholds-v2.jsonasset · 3,064 bytesevals/core-thresholds.jsonasset · 2,093 bytesevals/core_acceptance.pyruns · 24,970 bytesevals/core_metrics.pyruns · 69,112 bytesevals/core_runner.pyruns · 94,699 bytesevals/eval_groups.pyruns · 6,533 bytesevals/evals.jsonasset · 9,089 bytesevals/fixtures/andor_and.txtdoc · 72 bytesevals/fixtures/andor_or.txtdoc · 81 bytesevals/fixtures/andor_original.txtdoc · 75 bytesevals/fixtures/cache/check_behavioral_luna.pyruns · 9,015 bytesevals/fixtures/cache/check_generation.pyruns · 9,184 bytesevals/fixtures/cache/check_judge.pyruns · 4,263 bytesevals/fixtures/calibrate/base_connectives.txtdoc · 122 bytesevals/fixtures/calibrate/base_contractions.txtdoc · 165 bytesevals/fixtures/calibrate/base_em_dash.txtdoc · 154 bytesevals/fixtures/calibrate/base_sentence_length.txtdoc · 124 bytesevals/fixtures/calibrate/base_staccato.txtdoc · 123 bytesevals/fixtures/calibrate/contractions_clean.txtdoc · 93 bytesevals/fixtures/calibrate/inexpressible_contractions.txtdoc · 169 bytesevals/fixtures/calibrate/preferences_canned.jsonlasset · 4,122 bytesevals/fixtures/calibrate/profile_conflict.jsonasset · 119 bytesevals/fixtures/calibrate/proper_noun_contraction.txtdoc · 103 bytesevals/fixtures/calibrate/staccato_flagged.txtdoc · 79 bytesevals/fixtures/climb/capped/round0.mddoc · 697 bytesevals/fixtures/climb/capped/round1.mddoc · 500 bytesevals/fixtures/climb/converge/round0.mddoc · 722 bytesevals/fixtures/climb/converge/round1.mddoc · 520 bytesevals/fixtures/climb/converge/round2.mddoc · 765 bytesevals/fixtures/climb/fake_codex.pyruns · 1,583 bytesevals/fixtures/climb/mock_generate.pyruns · 1,605 bytesevals/fixtures/climb/preservation/round0.mddoc · 722 bytesevals/fixtures/climb/preservation/round1.mddoc · 538 bytesevals/fixtures/climb/task_prompt.txtdoc · 305 bytesevals/fixtures/contracts/maintenance-examples.jsonasset · 9,052 bytesevals/fixtures/contracts/preservation-examples.jsonasset · 3,272 bytesevals/fixtures/contracts/scanner-examples.jsonasset · 21,815 bytesevals/fixtures/contrib/already-caught.txtdoc · 111 bytesevals/fixtures/contrib/capitalized-tell.txtdoc · 103 bytesevals/fixtures/contrib/expected-manifest.jsonasset · 360 bytesevals/fixtures/contrib/expected-row-fn.jsonasset · 480 bytesevals/fixtures/contrib/redacted-snippet.txtdoc · 168 bytesevals/fixtures/contrib/sample-gate-results.mddoc · 180 bytesevals/fixtures/contrib/structure-only.txtdoc · 215 bytesevals/fixtures/contrib/tell-redaction-snippet.txtdoc · 168 bytesevals/fixtures/contrib/uncaught-snippet.txtdoc · 168 bytesevals/fixtures/core/check_acceptance.pyruns · 17,600 bytesevals/fixtures/core/check_evidence.pyruns · 35,560 bytesevals/fixtures/core/check_metrics.pyruns · 7,009 bytesevals/fixtures/core/check_runner.pyruns · 47,578 bytesevals/fixtures/diff_original.txtdoc · 20 bytesevals/fixtures/diff_transformed.txtdoc · 24 bytesevals/fixtures/docs/engineering_report_clean.mddoc · 938 bytesevals/fixtures/docs/engineering_report_manifest.jsonasset · 279 bytesevals/fixtures/docs/engineering_report_seeded.mddoc · 943 bytesevals/fixtures/docs/personal_blog_clean.mddoc · 921 bytesevals/fixtures/docs/personal_blog_manifest.jsonasset · 270 bytesevals/fixtures/docs/personal_blog_seeded.mddoc · 883 bytesevals/fixtures/docs/product_update_clean.mddoc · 1,037 bytesevals/fixtures/docs/product_update_manifest.jsonasset · 272 bytesevals/fixtures/docs/product_update_seeded.mddoc · 1,031 bytesevals/fixtures/harvest/classifier_candidates.jsonasset · 676 bytesevals/fixtures/harvest/fixture_bad_encoding/good.mddoc · 568 bytesevals/fixtures/harvest/fixture_codex_session.jsonlasset · 4,294 bytesevals/fixtures/harvest/fixture_session.jsonlasset · 2,877 bytesevals/fixtures/harvest/merge_candidates.jsonasset · 884 bytesevals/fixtures/harvest/merge_results.jsonlasset · 302 bytesevals/fixtures/harvest/single_um_short.jsonlasset · 261 bytesevals/fixtures/harvest/text-folder/ai_tell.txtdoc · 342 bytesevals/fixtures/harvest/unknown-jsonl/bad.jsonlasset · 111 bytesevals/fixtures/live-mimic/prompts/01-explaining-technical.mddoc · 322 bytesevals/fixtures/live-mimic/prompts/02-anecdote.mddoc · 295 bytesevals/fixtures/live-mimic/prompts/03-argument.mddoc · 281 bytesevals/fixtures/live-mimic/prompts/04-disagreement.mddoc · 257 bytesevals/fixtures/live-mimic/prompts/05-hedging-uncertainty.mddoc · 294 bytesevals/fixtures/live-mimic/prompts/06-numbers-data.mddoc · 264 bytesevals/fixtures/mimic/candidates/accept/iter0/cand01.mddoc · 1,275 bytesevals/fixtures/mimic/candidates/accept/iter1/cand01.mddoc · 924 bytesevals/fixtures/mimic/candidates/accept/iter2/cand01.mddoc · 880 bytesevals/fixtures/mimic/candidates/copygate/iter0/cand01.mddoc · 798 bytesevals/fixtures/mimic/candidates/divergence/iter0/cand01.mddoc · 1,275 bytesevals/fixtures/mimic/candidates/divergence/iter1/cand01.mddoc · 934 bytesevals/fixtures/mimic/candidates/divergence/iter2/cand01.mddoc · 799 bytesevals/fixtures/mimic/candidates/factgate/iter0/cand01.mddoc · 877 bytesevals/fixtures/mimic/candidates/patience/iter0/cand01.mddoc · 880 bytesevals/fixtures/mimic/candidates/patience/iter1/cand01.mddoc · 924 bytesevals/fixtures/mimic/candidates/patience/iter2/cand01.mddoc · 1,275 bytesevals/fixtures/mimic/candidates/stuffed/iter0/cand01.mddoc · 991 bytesevals/fixtures/mimic/candidates/stuffed/iter0/cand02.mddoc · 773 bytesevals/fixtures/mimic/card_corpora/no_numbers/d1.mddoc · 689 bytesevals/fixtures/mimic/card_corpora/no_numbers/d2.mddoc · 664 bytesevals/fixtures/mimic/card_corpora/no_numbers/d3.mddoc · 644 bytesevals/fixtures/mimic/div_samples/a1.mddoc · 1,377 bytesevals/fixtures/mimic/div_samples/a2.mddoc · 1,378 bytesevals/fixtures/mimic/div_samples/a3.mddoc · 1,377 bytesevals/fixtures/mimic/div_samples/b1.mddoc · 1,654 bytesevals/fixtures/mimic/div_samples/b2.mddoc · 1,716 bytesevals/fixtures/mimic/draft.mddoc · 1,316 bytesevals/fixtures/mimic/mock_generator.pyruns · 1,611 bytesevals/fixtures/mimic/samples/doc1.mddoc · 1,377 bytesevals/fixtures/mimic/samples/doc2.mddoc · 1,378 bytesevals/fixtures/mimic/samples/doc3.mddoc · 1,388 bytesevals/fixtures/mimic/samples/doc4.mddoc · 1,397 bytesevals/fixtures/mimic/samples/doc5.mddoc · 1,377 bytesevals/fixtures/mimic/small_samples/doc1.mddoc · 1,377 bytesevals/fixtures/mimic/small_samples/doc2.mddoc · 1,378 bytesevals/fixtures/mimic/small_samples/doc3.mddoc · 1,388 bytesevals/fixtures/mimic/small_samples/doc4.mddoc · 1,397 bytesevals/fixtures/mimic/stats/null.jsonasset · 331 bytesevals/fixtures/mimic/stats/win.jsonasset · 331 bytesevals/fixtures/neg_original.txtdoc · 54 bytesevals/fixtures/neg_transformed.txtdoc · 46 bytesevals/fixtures/pairs/anti_slop_register_with.txtdoc · 429 bytesevals/fixtures/pairs/anti_slop_register_without.txtdoc · 445 bytesevals/fixtures/pairs/conclusion_scaffold_with.txtdoc · 443 bytesevals/fixtures/pairs/conclusion_scaffold_without.txtdoc · 428 bytesevals/fixtures/pairs/constitutes_a_with.txtdoc · 224 bytesevals/fixtures/pairs/constitutes_a_without.txtdoc · 198 bytesevals/fixtures/pairs/emphasis_crutch_with.txtdoc · 428 bytesevals/fixtures/pairs/emphasis_crutch_without.txtdoc · 412 bytesevals/fixtures/pairs/false_agency_with.txtdoc · 475 bytesevals/fixtures/pairs/false_agency_without.txtdoc · 451 bytesevals/fixtures/pairs/functions_as_a_with.txtdoc · 201 bytesevals/fixtures/pairs/functions_as_a_without.txtdoc · 194 bytesevals/fixtures/pairs/harness_energy_with.txtdoc · 228 bytesevals/fixtures/pairs/harness_energy_without.txtdoc · 208 bytesevals/fixtures/pairs/hedge_stack_with.txtdoc · 455 bytesevals/fixtures/pairs/hedge_stack_without.txtdoc · 443 bytesevals/fixtures/pairs/jargon_leverage_with.txtdoc · 424 bytesevals/fixtures/pairs/jargon_leverage_without.txtdoc · 419 bytesevals/fixtures/pairs/macro_burstiness_with.mddoc · 676 bytesevals/fixtures/pairs/macro_burstiness_without.mddoc · 627 bytesevals/fixtures/pairs/macro_coda_with.mddoc · 968 bytesevals/fixtures/pairs/macro_coda_without.mddoc · 1,013 bytesevals/fixtures/pairs/manifest.jsonasset · 1,445 bytesevals/fixtures/pairs/negative_parallelism_with.txtdoc · 409 bytesevals/fixtures/pairs/negative_parallelism_without.txtdoc · 394 bytesevals/fixtures/pairs/reader_addressing_with.txtdoc · 425 bytesevals/fixtures/pairs/reader_addressing_without.txtdoc · 375 bytesevals/fixtures/pairs/rhetorical_question_with.txtdoc · 410 bytesevals/fixtures/pairs/rhetorical_question_without.txtdoc · 388 bytesevals/fixtures/pairs/significance_inflation_with.txtdoc · 498 bytesevals/fixtures/pairs/significance_inflation_without.txtdoc · 482 bytesevals/fixtures/pairs/throat_clearing_with.txtdoc · 555 bytesevals/fixtures/pairs/throat_clearing_without.txtdoc · 537 bytesevals/fixtures/pairs/vague_attribution_with.txtdoc · 446 bytesevals/fixtures/pairs/vague_attribution_without.txtdoc · 431 bytesevals/fixtures/parity/canned_responses.jsonasset · 5,790 bytesevals/fixtures/parity/models_live.jsonasset · 336 bytesevals/fixtures/parity/models_openweights.jsonasset · 522 bytesevals/fixtures/pres01_original.txtdoc · 29 bytesevals/fixtures/pres01_transformed.txtdoc · 36 bytesevals/fixtures/pres02_original.txtdoc · 24 bytesevals/fixtures/pres02_transformed.txtdoc · 25 bytesevals/fixtures/pres03_original.txtdoc · 29 bytesevals/fixtures/pres03_transformed.txtdoc · 28 bytesevals/fixtures/pres04_original.txtdoc · 48 bytesevals/fixtures/pres04_transformed.txtdoc · 48 bytesevals/fixtures/pres05_original.txtdoc · 29 bytesevals/fixtures/pres05_transformed.txtdoc · 28 bytesevals/fixtures/pres06_original.txtdoc · 18 bytesevals/fixtures/pres06_transformed.txtdoc · 25 bytesevals/fixtures/pres07_original.txtdoc · 24 bytesevals/fixtures/pres07_transformed.txtdoc · 22 bytesevals/fixtures/ref_dropped_original.txtdoc · 66 bytesevals/fixtures/ref_dropped_transformed.txtdoc · 42 bytesevals/fixtures/ref_kept_original.txtdoc · 61 bytesevals/fixtures/ref_kept_transformed.txtdoc · 60 bytesevals/fixtures/runner/check_contract_batch_coverage.pyruns · 6,093 bytesevals/fixtures/runner/check_parallel_isolation.pyruns · 2,997 bytesevals/fixtures/silhouette/corpus/ai/01_linkedin.txtdoc · 1,252 bytesevals/fixtures/silhouette/corpus/ai/02_blog_intro.txtdoc · 1,350 bytesevals/fixtures/silhouette/corpus/ai/03_product_announcement.txtdoc · 1,526 bytesevals/fixtures/silhouette/corpus/ai/04_howto_guide.txtdoc · 1,816 bytesevals/fixtures/silhouette/corpus/ai/05_essay.txtdoc · 2,120 bytesevals/fixtures/silhouette/corpus/ai/06_readme.txtdoc · 1,755 bytesevals/fixtures/silhouette/corpus/ai/07_email.txtdoc · 1,357 bytesevals/fixtures/silhouette/corpus/ai/08_listicle.txtdoc · 2,072 bytesevals/fixtures/silhouette/corpus/ai/09_exec_summary.txtdoc · 2,041 bytesevals/fixtures/silhouette/corpus/ai/10_personal_story.txtdoc · 1,538 bytesevals/fixtures/silhouette/corpus/ai/11_technical_explainer.txtdoc · 2,221 bytesevals/fixtures/silhouette/corpus/ai/12_news_summary.txtdoc · 1,950 bytesevals/fixtures/silhouette/corpus/human/01_linkedin.txtdoc · 1,071 bytesevals/fixtures/silhouette/corpus/human/02_blog_intro.txtdoc · 945 bytesevals/fixtures/silhouette/corpus/human/03_howto.txtdoc · 1,407 bytesevals/fixtures/silhouette/corpus/human/04_essay.txtdoc · 1,462 bytesevals/fixtures/silhouette/corpus/human/05_readme.txtdoc · 1,499 bytesevals/fixtures/silhouette/corpus/human/06_email.txtdoc · 834 bytesevals/fixtures/silhouette/corpus/human/07_personal_story.txtdoc · 1,284 bytesevals/fixtures/silhouette/corpus/human/08_technical_explainer.txtdoc · 1,587 bytesevals/fixtures/silhouette/doctrine_reprise.mddoc · 5,755 bytesevals/fixtures/silhouette/human_reference.jsonasset · 2,254 bytesevals/fixtures/silhouette/sil01_templated_essay.mddoc · 1,464 bytesevals/fixtures/silhouette/sil02_bursty_narrative.mddoc · 982 bytesevals/fixtures/silhouette/sil04_recap_loop.mddoc · 1,176 bytesevals/fixtures/silhouette/sil05_cue_deletion.mddoc · 434 bytesevals/fixtures/silhouette/sil08_two_paragraphs.mddoc · 299 bytesevals/fixtures/skill/approx01_original.txtdoc · 95 bytesevals/fixtures/skill/disambig01_original.txtdoc · 95 bytesevals/fixtures/skill/donoharm01_original.txtdoc · 126 bytesevals/fixtures/skill/donoharm02_original.txtdoc · 107 bytesevals/fixtures/skill/legal02_original.txtdoc · 197 bytesevals/fixtures/structure/owner_every_single.mddoc · 100 bytesevals/fixtures/structure/owner_every_template.mddoc · 181 bytesevals/fixtures/structure/struct01_uniform_essay.mddoc · 800 bytesevals/fixtures/structure/struct02_bursty_narrative.mddoc · 703 bytesevals/fixtures/structure/struct03_coda_essay.mddoc · 642 bytesevals/fixtures/structure/struct04_concrete_end.mddoc · 642 bytesevals/fixtures/structure/struct05_bold_listicle.mddoc · 630 bytesevals/fixtures/structure/struct07_staccato.mddoc · 153 bytesevals/fixtures/structure/struct09_connectives.mddoc · 545 bytesevals/fixtures/structure/struct10_varied_openers.mddoc · 562 bytesevals/fixtures/structure/struct11_signpost.mddoc · 953 bytesevals/fixtures/structure/struct12_moderate_signpost.mddoc · 870 bytesevals/fixtures/structure/struct13_opener_repetition.mddoc · 433 bytesevals/fixtures/structure/struct14_participial.mddoc · 934 bytesevals/fixtures/structure/struct15_one_closer.mddoc · 711 bytesevals/fixtures/structure/struct16_parallel_enumeration.mddoc · 841 bytesevals/fixtures/structure/struct17_academic_roadmap.mddoc · 868 bytesevals/fixtures/suggest/sugg01_seed.mddoc · 46 bytesevals/fixtures/suggest/sugg02_soft.mddoc · 59 bytesevals/fixtures/suggest/sugg03_oversized.jsonasset · 405 bytesevals/fixtures/suggest/sugg04_accept.jsonasset · 797 bytesevals/fixtures/suggest/sugg05_overlap.jsonasset · 632 bytesevals/fixtures/voice/authors/amara/doc1.mddoc · 1,377 bytesevals/fixtures/voice/authors/amara/doc2.mddoc · 1,378 bytesevals/fixtures/voice/authors/amara/doc3.mddoc · 1,388 bytesevals/fixtures/voice/authors/amara/doc4.mddoc · 1,397 bytesevals/fixtures/voice/authors/amara/doc5.mddoc · 1,377 bytesevals/fixtures/voice/authors/boris/doc1.mddoc · 1,654 bytesevals/fixtures/voice/authors/boris/doc2.mddoc · 1,716 bytesevals/fixtures/voice/authors/boris/doc3.mddoc · 1,623 bytesevals/fixtures/voice/authors/boris/doc4.mddoc · 1,742 bytesevals/fixtures/voice/authors/boris/doc5.mddoc · 1,515 bytesevals/fixtures/voice/authors/celia/doc1.mddoc · 1,521 bytesevals/fixtures/voice/authors/celia/doc2.mddoc · 1,378 bytesevals/fixtures/voice/authors/celia/doc3.mddoc · 1,371 bytesevals/fixtures/voice/authors/celia/doc4.mddoc · 1,456 bytesevals/fixtures/voice/authors/celia/doc5.mddoc · 1,538 bytesevals/fixtures/voice/copy_lift.mddoc · 451 bytesevals/fixtures/voice/impostors/imp01.txtdoc · 1,071 bytesevals/fixtures/voice/impostors/imp02.txtdoc · 945 bytesevals/fixtures/voice/impostors/imp03.txtdoc · 1,407 bytesevals/fixtures/voice/impostors/imp04.txtdoc · 1,462 bytesevals/fixtures/voice/impostors/imp05.txtdoc · 1,499 bytesevals/fixtures/voice/impostors/imp06.txtdoc · 834 bytesevals/fixtures/voice/impostors/imp07.txtdoc · 1,284 bytesevals/fixtures/voice/impostors/imp08.txtdoc · 1,587 bytesevals/fixtures/voice/impostors/imp09.mddoc · 950 bytesevals/fixtures/voice/impostors/imp10.mddoc · 936 bytesevals/fixtures/voice/impostors/imp11.mddoc · 905 bytesevals/fixtures/voice/impostors/imp12.mddoc · 906 bytesevals/fixtures/voice/profiles/amara.jsonasset · 45,439 bytesevals/fixtures/voice/profiles/boris.jsonasset · 48,933 bytesevals/fixtures/voice/profiles/celia.jsonasset · 48,332 bytesevals/fixtures/voice/stuffed_boris_for_amara.mddoc · 4,697 bytesevals/fixtures/wiki/snapshot.wikitextasset · 2,398 bytesevals/fixtures/wp3_and_or_original.txtdoc · 37 bytesevals/fixtures/wp3_and_or_transformed.txtdoc · 33 bytesevals/fixtures/wp3_api_drop_original.txtdoc · 50 bytesevals/fixtures/wp3_api_drop_transformed.txtdoc · 55 bytesevals/fixtures/wp3_curly_quote_changed_original.txtdoc · 56 bytesevals/fixtures/wp3_curly_quote_changed_transformed.txtdoc · 55 bytesevals/fixtures/wp3_curly_quote_restyle_original.txtdoc · 52 bytesevals/fixtures/wp3_curly_quote_restyle_transformed.txtdoc · 56 bytesevals/fixtures/wp3_exception_dropped_original.txtdoc · 46 bytesevals/fixtures/wp3_exception_dropped_transformed.txtdoc · 30 bytesevals/fixtures/wp3_magnitude_numeric_original.txtdoc · 55 bytesevals/fixtures/wp3_magnitude_numeric_transformed.txtdoc · 55 bytesevals/fixtures/wp3_magnitude_swap_original.txtdoc · 55 bytesevals/fixtures/wp3_magnitude_swap_transformed.txtdoc · 55 bytesevals/fixtures/wp3_modal_strengthen_original.txtdoc · 42 bytesevals/fixtures/wp3_modal_strengthen_transformed.txtdoc · 43 bytesevals/fixtures/wp3_modal_survives_original.txtdoc · 42 bytesevals/fixtures/wp3_modal_survives_transformed.txtdoc · 40 bytesevals/fixtures/wp3_overedit_original.txtdoc · 93 bytesevals/fixtures/wp3_overedit_transformed.txtdoc · 53 bytesevals/fixtures/wp3_proper_misspell_original.txtdoc · 42 bytesevals/fixtures/wp3_proper_misspell_transformed.txtdoc · 41 bytesevals/fixtures/wp3_proper_reorder_original.txtdoc · 55 bytesevals/fixtures/wp3_proper_reorder_transformed.txtdoc · 55 bytesevals/fixtures/wp3_quarter_reword_original.txtdoc · 43 bytesevals/fixtures/wp3_quarter_reword_transformed.txtdoc · 61 bytesevals/fixtures/wp3_quarter_swap_original.txtdoc · 43 bytesevals/fixtures/wp3_quarter_swap_transformed.txtdoc · 43 bytesevals/fixtures/wp3_range_reword_original.txtdoc · 44 bytesevals/fixtures/wp3_range_reword_transformed.txtdoc · 57 bytesevals/fixtures/wp3_range_truncated_original.txtdoc · 44 bytesevals/fixtures/wp3_range_truncated_transformed.txtdoc · 41 bytesevals/fixtures/wp3_reorder_original.txtdoc · 93 bytesevals/fixtures/wp3_reorder_transformed.txtdoc · 93 bytesevals/fixtures/wp3_strict_neg_original.txtdoc · 49 bytesevals/fixtures/wp3_strict_neg_transformed.txtdoc · 41 bytesevals/fixtures/wp3_time_reword_original.txtdoc · 42 bytesevals/fixtures/wp3_time_reword_transformed.txtdoc · 39 bytesevals/fixtures/wp3_time_swap_original.txtdoc · 42 bytesevals/fixtures/wp3_time_swap_transformed.txtdoc · 39 bytesevals/fixtures/wp3_unit_family_original.txtdoc · 50 bytesevals/fixtures/wp3_unit_family_swapped.txtdoc · 50 bytesevals/fixtures/wp3_unit_family_transformed.txtdoc · 62 bytesevals/fixtures/wp3_unit_swap_original.txtdoc · 44 bytesevals/fixtures/wp3_unit_swap_transformed.txtdoc · 47 bytesevals/fixtures/wp3_unit_synonym_original.txtdoc · 44 bytesevals/fixtures/wp3_unit_synonym_transformed.txtdoc · 52 bytesevals/golden/contrib_report.mddoc · 1,458 bytesevals/kata_add_pattern.pyruns · 5,785 bytesevals/mimic_stats.pyruns · 5,723 bytesevals/model_generate.pyruns · 17,372 bytesevals/run_adversarial.pyruns · 30,941 bytesevals/run_behavioral.shruns · 5,937 bytesevals/run_local.pyruns · 14,031 bytesevals/run_mimic_refine.pyruns · 18,071 bytesevals/run_model_parity.pyruns · 25,607 bytesevals/run_structure_climb.pyruns · 22,451 bytesevals/shared-benchmark.jsonasset · 29,065 bytesplans/001-python-floor.mddoc · 8,812 bytesplans/002-input-encoding-robustness.mddoc · 9,830 bytesplans/003-contribute-slug-and-redos.mddoc · 7,904 bytesplans/004-eval-suite-self-validation.mddoc · 10,055 bytesplans/005-scan-offsets-and-containment.mddoc · 9,097 bytesplans/006-silhouette-english-decline.mddoc · 7,896 bytesplans/007-wiki-sync-fixtures.mddoc · 6,717 bytesplans/008-shared-prose-view.mddoc · 6,870 bytesplans/009-import-seam-convention.mddoc · 5,409 bytesplans/010-dx-polish.mddoc · 5,671 bytesplans/011-inprocess-eval-runner.mddoc · 7,325 bytesplans/012-mimic-live-fidelity-eval.mddoc · 7,456 bytesplans/013-adversarial-refresh-procedure.mddoc · 7,149 bytesplans/014-contributor-onramp.mddoc · 6,227 bytesplans/015-per-author-silhouette-spike.mddoc · 6,032 bytesplans/015-report-silhouette-stability.mddoc · 12,601 bytesplans/README.mddoc · 9,046 bytesplans/scratch/015-silhouette-stability.pyruns · 15,403 bytespresets/crisp-human.mddoc · 1,104 bytespresets/expert-human.mddoc · 3,941 bytespresets/story-lean.mddoc · 4,282 bytespresets/warm-human.mddoc · 3,779 bytesreferences/calibrate.mddoc · 7,462 bytesreferences/commands/cleanup.mddoc · 2,636 bytesreferences/commands/contribute.mddoc · 2,528 bytesreferences/commands/mimic.mddoc · 3,145 bytesreferences/commands/rewrite.mddoc · 2,110 bytesreferences/commands/teach.mddoc · 3,722 bytesreferences/contribute.mddoc · 3,666 bytesreferences/core-contract.mddoc · 4,863 bytesreferences/edit-library.mddoc · 14,114 bytesreferences/fact-preservation.mddoc · 4,889 bytesreferences/harvest.mddoc · 2,545 bytesreferences/maintenance.mddoc · 4,312 bytesreferences/mimic.mddoc · 10,679 bytesreferences/packs/manifest.jsonasset · 1,826 bytesreferences/packs/pack-facts.mddoc · 1,372 bytesreferences/packs/pack-phrases-core.mddoc · 1,655 bytesreferences/packs/pack-register-guards.mddoc · 1,869 bytesreferences/packs/pack-structure.mddoc · 2,482 bytesreferences/packs/pack-voice.mddoc · 3,211 bytesreferences/personality-guide.mddoc · 5,663 bytesreferences/pipeline.mddoc · 22,702 bytesreferences/refresh.mddoc · 3,725 bytesreferences/rewrite-examples.mddoc · 777 bytesreferences/rubric.mddoc · 6,987 bytesreferences/taboo-phrases.mddoc · 50,356 bytesruff.tomlasset · 3,274 bytesscripts/_lang.pyruns · 4,599 bytesscripts/banned_phrase_scan.pyruns · 32,850 bytesscripts/calibrate_pairs.pyruns · 23,827 bytesscripts/calibrate_score.pyruns · 9,277 bytesscripts/check_packs.pyruns · 2,701 bytesscripts/check_suggestions.pyruns · 8,242 bytesscripts/contribute.pyruns · 14,205 bytesscripts/diff_check.pyruns · 4,395 bytesscripts/extract_constraints.pyruns · 6,976 bytesscripts/harvest_classify.pyruns · 7,830 bytesscripts/harvest_samples.pyruns · 18,766 bytesscripts/readability_metrics.pyruns · 9,772 bytesscripts/refresh_status.pyruns · 4,766 bytesscripts/silhouette_scan.pyruns · 14,242 bytesscripts/structure_scan.pyruns · 13,157 bytesscripts/suggest.pyruns · 7,832 bytesscripts/validate_preservation.pyruns · 14,473 bytesscripts/voice_card.pyruns · 18,548 bytesscripts/voice_profile.pyruns · 7,083 bytesscripts/voice_score.pyruns · 10,135 bytesscripts/wiki_sync.pyruns · 15,624 bytes
No licensed excerpt is available. You can inspect the pinned source.