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as it gets real usage. This measures the content checks the way the format-maturity harness measures format faithfulness: a labeled corpus of inputs with the findings a correct check should produce, scored as precision and recall, and gated so a change that introduces a false positive or a missed finding fails the build. The corpus is seeded from the checkers' unit and adversarial cases and grows from real corrections (issue #759).</p><div style="display:flex;gap:16px;margin:1.5rem 0;flex-wrap:wrap"><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:120px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Cases</div><div style="font-size:1.5rem;font-weight:700">10</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:120px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Precision</div><div style="font-size:1.5rem;font-weight:700">100%</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:120px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Recall</div><div style="font-size:1.5rem;font-weight:700">100%</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:120px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">F1</div><div style="font-size:1.5rem;font-weight:700">1.00</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:120px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">False positives</div><div style="font-size:1.5rem;font-weight:700">0</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:120px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Missed</div><div style="font-size:1.5rem;font-weight:700">0</div></div></div><h2>By check</h2><table style="width:100%;border-collapse:collapse;font-size:0.92rem"><thead><tr><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Check</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">Cases</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">Precision</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">Recall</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">F1</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">FP</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">Missed</th></tr></thead><tbody><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>dnt</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">4</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100%</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100%</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">1.00</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">0</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">0</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>placeholder</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">6</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100%</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100%</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">1.00</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">0</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">0</td></tr></tbody></table><h2>Cases</h2><table style="width:100%;border-collapse:collapse;font-size:0.9rem"><thead><tr><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Case</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Check</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Expected</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Got</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">Score</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Result</th></tr></thead><tbody><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>dnt-translated</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">dnt</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">do-not-translate</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">do-not-translate</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">75</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>dnt-preserved</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">dnt</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>dnt-word-boundary</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">dnt</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>dnt-case-sensitive</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">dnt</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">do-not-translate</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">do-not-translate</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">75</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>placeholder-dropped</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">75</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>placeholder-preserved</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>placeholder-printf-dropped</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">50</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>placeholder-extra</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">95</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>placeholder-numbered-tag</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>placeholder-none</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">placeholder</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">100</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums;color:#1f9e84;font-weight:600">ok</td></tr></tbody></table><p style="font-size:0.85rem;color:var(--ifm-color-emphasis-600)">The <strong>Score</strong> column is the rolled-up compliance score (0–100) for the case. Calibrated cases pin this value, so a change to the severity weights (neutral 0 / minor 1 / major 5 / critical 25) or to a checker’s severity choice is caught as score drift, not just a finding change (issue #758).</p><h2>Corrections as ground truth</h2><p style="color:var(--ifm-color-emphasis-700)">The loop’s premise is that a correction made repeatedly should become a check that catches the mistake. This measures exactly that: a simulated correction stream is aggregated and promoted through the real promotion path, then the resulting brand check is run on every correction’s original (the off-brand phrasing the team kept fixing) and its corrected form. A promoted rule must<!-- --> <strong>flag the original</strong> and <strong>never flag the fix</strong>; a below-threshold correction must stay silent. Swap the simulated stream for an export of a real workspace’s corrections to track the loop on live data.</p><div style="display:flex;gap:16px;margin:1rem 0;flex-wrap:wrap"><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:110px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Promoted</div><div style="font-size:1.4rem;font-weight:700">4/5</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:110px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Precision</div><div style="font-size:1.4rem;font-weight:700">100%</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:110px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Recall</div><div style="font-size:1.4rem;font-weight:700">100%</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:110px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Caught</div><div style="font-size:1.4rem;font-weight:700">4</div></div><div style="border:1px solid var(--ifm-color-emphasis-200);border-radius:10px;padding:12px 18px;min-width:110px"><div style="font-size:0.8rem;color:var(--ifm-color-emphasis-600)">Over-flagged</div><div style="font-size:1.4rem;font-weight:700">0</div></div></div><table style="width:100%;border-collapse:collapse;font-size:0.9rem"><thead><tr><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Correction</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">Seen</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Promoted</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Catches original</th><th style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">Leaves fix alone</th></tr></thead><tbody><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>utilize</code> → <code>use</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">5<!-- -->×</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">yes</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>leverage</code> → <code>use</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">4<!-- -->×</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">yes</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>synergy</code> → <code>collaboration</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">3<!-- -->×</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">yes</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>onboard</code> → <code>set up</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">3<!-- -->×</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">yes</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td></tr><tr><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums"><code>kindly</code> → <code>please</code></td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:right;font-variant-numeric:tabular-nums">1<!-- -->×</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">below threshold</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">—</td><td style="padding:7px 12px;border-bottom:1px solid var(--ifm-table-border-color);text-align:left;font-variant-numeric:tabular-nums">✓</td></tr></tbody></table><h2>How this grows</h2><p>The seed corpus is small and gold-labeled, so the deterministic checks score a perfect F1 and any regression is caught immediately. The plan (issue #759) extends it with public datasets (XFORMAL for formality, MQM-annotated MT, a placeholder/DNT error set) and, most importantly, with a real <strong>correction stream</strong>: every human correction is a labeled example — the check should have flagged the original and should not flag the fix — so the eval set, and the calibration of thresholds like <code>--voice-min</code>, improve precisely where real content exercises them. Calibration curves and the ML proxy checks are tracked next.</p></main></div><footer class="theme-layout-footer footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="theme-layout-footer-column col footer__col"><div class="footer__title">Documentation</div><ul class="footer__items clean-list"><li class="footer__item"><a class="footer__link-item" href="/kapi/get-started/quickstart">Get started</a></li><li class="footer__item"><a class="footer__link-item" href="/kapi/overview">Kapi</a></li><li class="footer__item"><a class="footer__link-item" href="/framework/architecture">Framework</a></li><li class="footer__item"><a class="footer__link-item" href="/kapi/cli">Kapi CLI</a></li><li class="footer__item"><a class="footer__link-item" href="/toolbox/overview">CLI tools</a></li><li class="footer__item"><a class="footer__link-item" href="/react/introduction">Kapi React</a></li><li class="footer__item"><a class="footer__link-item" href="/reference">Reference</a></li><li class="footer__item"><a class="footer__link-item" href="/formats">Format Reference</a></li></ul></div><div class="theme-layout-footer-column col footer__col"><div class="footer__title">More</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/neokapi/neokapi" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub<svg width="13.5" height="13.5" aria-label="(opens in new tab)" class="iconExternalLink_oqBP"><use href="#theme-svg-external-link"></use></svg></a></li><li class="footer__item"><a href="https://github.com/neokapi/homebrew-tap" target="_blank" rel="noopener noreferrer" class="footer__link-item">Homebrew Tap<svg width="13.5" height="13.5" aria-label="(opens in new tab)" class="iconExternalLink_oqBP"><use href="#theme-svg-external-link"></use></svg></a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">Copyright © 2026 neokapi contributors. 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