RFC: Close tool-fidelity gaps vs opencode (fault-tolerant Edit, bounded output, ripgrep Glob, LSP feedback) #92

Description

@Astro-Han

Context

Artificial Analysis' Coding Agent Index compares harnesses with the model held constant (Claude Opus 4.7, medium). With the same model, opencode scores higher than Claude Code: composite 65 vs 57, DeepSWE 40 vs 27, Terminal-Bench v2 75 vs 71.

We investigated why, focused on the tool layer, against current upstream sst/opencode@dev (57ce1b9), cross-checked by two independent codex reviews + one glm-5.2 review.

Key finding: the benchmark-relevant advantage is not search speed (both use ripgrep) and not a smarter system prompt (opencode's anthropic.txt is ~Claude Code's). It is concentrated in fault-tolerant editing + bounded/structured tool output + post-edit diagnostics + tool-feedback quality. Exact score attribution needs AA run logs we don't have, so work is prioritized by confidence + ROI, not a promised score delta.

⚠️ Scope — the benchmark does NOT run builtin-tools.ts

Confirmed in-repo (this corrects the original framing):

  • Harbor / headless pass@1 runs use the isolated tool set buildIsolatedHeadlessTools (packages/headless/src/harbor-cell.ts:305 -> packages/headless/src/tools.ts:14), not buildBuiltinTools.
    • Isolated Edit is also exact-match (packages/headless/src/tools.ts:313-316, via executor.editFile).
    • Isolated Grep is a JS recursive walk + RegExp (packages/headless/src/tools.ts:335-368) — not ripgrep at all, no gitignore.
  • The desktop app filters the runtime builtin Edit out entirely (apps/desktop/src/main/main.ts:589).

Implication: a fix that only touches packages/runtime/src/builtin-tools.ts lands in neither the benchmark nor desktop path. P0 must extract a shared implementation used by headless/src/tools.ts, builtin-tools.ts, and the desktop edit path — otherwise pass@1 won't move. The builtin-tools.ts line numbers below describe the runtime baseline; the parallel isolated set must be covered too.

Evidence: opencode upstream vs maka today

Toolmaka nowopencode upstreamGap
Editexact match only, both paths: split(old_string) count -> error if 0/many -> current.replace (builtin-tools.ts:91-101; isolated headless/tools.ts:313-316). No replaceAll, no file lock9-strategy replacer cascade (trim / block-anchor+Levenshtein / whitespace / indentation / escape / context-aware ...) + per-file Semaphorekeystone — exact edits fail on whitespace/indent/escape drift
Readwhole file utf8, no default cap, no line-number prefix, no binary guard (builtin-tools.ts:60-68)line-number prefixes + default 2000 lines / 50KB + binary sniff + "did you mean"no line refs -> weaker Edit anchors; context blow-up risk
GlobNode fs/promises glob, not ripgrep, not gitignore-aware (builtin-tools.ts:113-121)rg --files --glob (parallel, gitignore-aware)slow + walks node_modules/.git
Grepruntime: exec rg, --max-count=50, slice 200, bare PATH rg (builtin-tools.ts:133-149). benchmark path: JS walk + RegExp, no rg (headless/tools.ts:335-368)streaming + early process kill at 100, bundled rg, 2000-char line capbenchmark path doesn't even use rg
Bashoutput > 10MB -> rejects and discards all output (builtin-tools.ts:209-211)truncate + spill full output to file + keep tail + return outputPathfinished work thrown away -> task fails
FeedbackEdit success {ok,path,replacements}, Write {ok,path,bytes} — no line counts/diff. Failed Bash returns only {error:"命令退出码 N"} to the in-turn model (structured {exitCode,stdout,stderr} goes to session history, not the immediate result). Non-Bash errors = raw Error.message; 4000-char cap applies only to synthetic text errorsenriched success (path + line counts), instructive errors ("match exactly incl whitespace", "add more context"), "did you mean" on Read miss, loop-gate on repeated identical failuresweak models can't tell if an edit landed or how to recover (cf. pawwork #1372 -> duplicate edits)
LSPnonepost-edit diagnostics reflow in Edit/Write/apply_patch (on by default) + standalone navigation tool (experimental flag)missing
apply_patchnonepresent, routed only to GPT-class models (Opus uses Edit)low priority for Opus path

Proposed work (reprioritized after review)

Both reviewers agreed the original P0 ("fuzzy Edit only") was too narrow: a stuck Edit makes the model resubmit the same failing old_string and drains the whole token budget, and Bash discard-on-overflow fails long-output tasks outright. P0 now bundles the minimum that actually moves pass@1.

P0 — shared fault-tolerant Edit + safety rails

  • Extract a shared replace() and apply it in headless/tools.ts (benchmark), builtin-tools.ts (runtime), and the desktop edit path.
  • Replacer cascade: exact -> line-trimmed -> block-anchor+Levenshtein -> whitespace-normalized -> indentation-flexible -> escape-normalized -> trimmed-boundary -> context-aware -> multi-occurrence (open-source; opencode sources from cline diff-apply + gemini-cli editCorrector).
  • Guards against silent wrong-location edits (the main fuzzy risk — exact-miss errors loudly, fuzzy-miss silently corrupts): unique-match requirement; any multi-candidate fuzzy match -> fail; reject short/low-info old_string (<3-5 chars); reject old_string === new_string; reject disproportionately large spans + binary/oversized files; surface matched_via: exact | fuzzy-N; return matched line range + ±3-5 line snippet on success.
  • loop-gate: block/stop repeated identical failing tool calls (trigger = same tool+args failing N times; action = block + force a Read).
  • Bash overflow: keep tail + spill full output via existing tool-artifacts + return outputPath, instead of reject-and-discard.
  • Minimal recoverable feedback: enrich Edit/Write success (Edited <path> (+X -Y)), make Edit errors instructive, return truncated stdout/stderr to the in-turn Bash result.
  • Regression tests: indentation drift, whitespace mismatch, escaped chars, minor middle-line drift, multi-candidate rejection, short-string rejection.

P1 — token efficiency / robustness

  • Read: default line+byte cap, line-number prefixes, binary guard, "continue with offset" hint, "did you mean" on miss.
  • Grep: switch the benchmark path off JS+RegExp to ripgrep; stream early-termination + total cap, per-line truncation, bundled/fallback rg.
  • Glob: ripgrep --files --glob (gitignore-aware) instead of Node fs glob.
  • File lock / serialize writes to the same path (opencode per-file Semaphore).

P2 — LSP feedback (larger lift, conditional value)

  • Post-edit LSP diagnostics reflow in Edit/Write. Value conditional on a running language server.

Non-goals / open questions

  • apply_patch: opencode routes it only to GPT-class models; Opus uses Edit. Not needed for the Opus path.
  • Exact weighting: opencode's edge is tools + agent-loop/context/provider-budget (compaction, 32k max-output, beta headers, adaptive effort). Splitting the contribution needs AA harness logs — out of scope.
  • maka has adjacent infra (context-budget.ts, tool-artifacts.ts) but it acts at the history-compaction layer, not the tool-execution boundary like opencode's truncate.output().

References (opencode upstream sst/opencode@dev 57ce1b9)

  • Edit cascade: packages/opencode/src/tool/edit.ts
  • Patch matching (seekSequence): packages/opencode/src/patch/index.ts
  • ripgrep stream early-termination: packages/core/src/ripgrep.ts
  • per-model tool routing: packages/opencode/src/tool/registry.ts
  • output spill: packages/opencode/src/tool/truncate.ts
  • Feedback-enrichment precedent: pawwork PR feat(storage): make SQLite the default session metadata store #1372 (enrich edit/write success output with path + line counts)

Investigation: Maka session (opencode tool-design study, cross-checked by 2x codex + 1x glm-5.2 review on upstream). Read-only reviews; external AA/opencode numbers not re-verified.

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      var __m = "github.com";
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      RFC: Close tool-fidelity gaps vs opencode (fault-tolerant Edit, bounded output, ripgrep Glob, LSP feedback) #92

      Description

      @Astro-Han

      Context

      Artificial Analysis' Coding Agent Index compares harnesses with the model held constant (Claude Opus 4.7, medium). With the same model, opencode scores higher than Claude Code: composite 65 vs 57, DeepSWE 40 vs 27, Terminal-Bench v2 75 vs 71.

      We investigated why, focused on the tool layer, against current upstream sst/opencode@dev (57ce1b9), cross-checked by two independent codex reviews + one glm-5.2 review.

      Key finding: the benchmark-relevant advantage is not search speed (both use ripgrep) and not a smarter system prompt (opencode's anthropic.txt is ~Claude Code's). It is concentrated in fault-tolerant editing + bounded/structured tool output + post-edit diagnostics + tool-feedback quality. Exact score attribution needs AA run logs we don't have, so work is prioritized by confidence + ROI, not a promised score delta.

      ⚠️ Scope — the benchmark does NOT run builtin-tools.ts

      Confirmed in-repo (this corrects the original framing):

      • Harbor / headless pass@1 runs use the isolated tool set buildIsolatedHeadlessTools (packages/headless/src/harbor-cell.ts:305 -> packages/headless/src/tools.ts:14), not buildBuiltinTools.
        • Isolated Edit is also exact-match (packages/headless/src/tools.ts:313-316, via executor.editFile).
        • Isolated Grep is a JS recursive walk + RegExp (packages/headless/src/tools.ts:335-368) — not ripgrep at all, no gitignore.
      • The desktop app filters the runtime builtin Edit out entirely (apps/desktop/src/main/main.ts:589).

      Implication: a fix that only touches packages/runtime/src/builtin-tools.ts lands in neither the benchmark nor desktop path. P0 must extract a shared implementation used by headless/src/tools.ts, builtin-tools.ts, and the desktop edit path — otherwise pass@1 won't move. The builtin-tools.ts line numbers below describe the runtime baseline; the parallel isolated set must be covered too.

      Evidence: opencode upstream vs maka today

      Toolmaka nowopencode upstreamGap
      Editexact match only, both paths: split(old_string) count -> error if 0/many -> current.replace (builtin-tools.ts:91-101; isolated headless/tools.ts:313-316). No replaceAll, no file lock9-strategy replacer cascade (trim / block-anchor+Levenshtein / whitespace / indentation / escape / context-aware ...) + per-file Semaphorekeystone — exact edits fail on whitespace/indent/escape drift
      Readwhole file utf8, no default cap, no line-number prefix, no binary guard (builtin-tools.ts:60-68)line-number prefixes + default 2000 lines / 50KB + binary sniff + "did you mean"no line refs -> weaker Edit anchors; context blow-up risk
      GlobNode fs/promises glob, not ripgrep, not gitignore-aware (builtin-tools.ts:113-121)rg --files --glob (parallel, gitignore-aware)slow + walks node_modules/.git
      Grepruntime: exec rg, --max-count=50, slice 200, bare PATH rg (builtin-tools.ts:133-149). benchmark path: JS walk + RegExp, no rg (headless/tools.ts:335-368)streaming + early process kill at 100, bundled rg, 2000-char line capbenchmark path doesn't even use rg
      Bashoutput > 10MB -> rejects and discards all output (builtin-tools.ts:209-211)truncate + spill full output to file + keep tail + return outputPathfinished work thrown away -> task fails
      FeedbackEdit success {ok,path,replacements}, Write {ok,path,bytes} — no line counts/diff. Failed Bash returns only {error:"命令退出码 N"} to the in-turn model (structured {exitCode,stdout,stderr} goes to session history, not the immediate result). Non-Bash errors = raw Error.message; 4000-char cap applies only to synthetic text errorsenriched success (path + line counts), instructive errors ("match exactly incl whitespace", "add more context"), "did you mean" on Read miss, loop-gate on repeated identical failuresweak models can't tell if an edit landed or how to recover (cf. pawwork #1372 -> duplicate edits)
      LSPnonepost-edit diagnostics reflow in Edit/Write/apply_patch (on by default) + standalone navigation tool (experimental flag)missing
      apply_patchnonepresent, routed only to GPT-class models (Opus uses Edit)low priority for Opus path

      Proposed work (reprioritized after review)

      Both reviewers agreed the original P0 ("fuzzy Edit only") was too narrow: a stuck Edit makes the model resubmit the same failing old_string and drains the whole token budget, and Bash discard-on-overflow fails long-output tasks outright. P0 now bundles the minimum that actually moves pass@1.

      P0 — shared fault-tolerant Edit + safety rails

      • Extract a shared replace() and apply it in headless/tools.ts (benchmark), builtin-tools.ts (runtime), and the desktop edit path.
      • Replacer cascade: exact -> line-trimmed -> block-anchor+Levenshtein -> whitespace-normalized -> indentation-flexible -> escape-normalized -> trimmed-boundary -> context-aware -> multi-occurrence (open-source; opencode sources from cline diff-apply + gemini-cli editCorrector).
      • Guards against silent wrong-location edits (the main fuzzy risk — exact-miss errors loudly, fuzzy-miss silently corrupts): unique-match requirement; any multi-candidate fuzzy match -> fail; reject short/low-info old_string (<3-5 chars); reject old_string === new_string; reject disproportionately large spans + binary/oversized files; surface matched_via: exact | fuzzy-N; return matched line range + ±3-5 line snippet on success.
      • loop-gate: block/stop repeated identical failing tool calls (trigger = same tool+args failing N times; action = block + force a Read).
      • Bash overflow: keep tail + spill full output via existing tool-artifacts + return outputPath, instead of reject-and-discard.
      • Minimal recoverable feedback: enrich Edit/Write success (Edited <path> (+X -Y)), make Edit errors instructive, return truncated stdout/stderr to the in-turn Bash result.
      • Regression tests: indentation drift, whitespace mismatch, escaped chars, minor middle-line drift, multi-candidate rejection, short-string rejection.

      P1 — token efficiency / robustness

      • Read: default line+byte cap, line-number prefixes, binary guard, "continue with offset" hint, "did you mean" on miss.
      • Grep: switch the benchmark path off JS+RegExp to ripgrep; stream early-termination + total cap, per-line truncation, bundled/fallback rg.
      • Glob: ripgrep --files --glob (gitignore-aware) instead of Node fs glob.
      • File lock / serialize writes to the same path (opencode per-file Semaphore).

      P2 — LSP feedback (larger lift, conditional value)

      • Post-edit LSP diagnostics reflow in Edit/Write. Value conditional on a running language server.

      Non-goals / open questions

      • apply_patch: opencode routes it only to GPT-class models; Opus uses Edit. Not needed for the Opus path.
      • Exact weighting: opencode's edge is tools + agent-loop/context/provider-budget (compaction, 32k max-output, beta headers, adaptive effort). Splitting the contribution needs AA harness logs — out of scope.
      • maka has adjacent infra (context-budget.ts, tool-artifacts.ts) but it acts at the history-compaction layer, not the tool-execution boundary like opencode's truncate.output().

      References (opencode upstream sst/opencode@dev 57ce1b9)

      • Edit cascade: packages/opencode/src/tool/edit.ts
      • Patch matching (seekSequence): packages/opencode/src/patch/index.ts
      • ripgrep stream early-termination: packages/core/src/ripgrep.ts
      • per-model tool routing: packages/opencode/src/tool/registry.ts
      • output spill: packages/opencode/src/tool/truncate.ts
      • Feedback-enrichment precedent: pawwork PR feat(storage): make SQLite the default session metadata store #1372 (enrich edit/write success output with path + line counts)

      Investigation: Maka session (opencode tool-design study, cross-checked by 2x codex + 1x glm-5.2 review on upstream). Read-only reviews; external AA/opencode numbers not re-verified.

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          , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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          RFC: Close tool-fidelity gaps vs opencode (fault-tolerant Edit, bounded output, ripgrep Glob, LSP feedback) #92

          Description

          @Astro-Han

          Context

          Artificial Analysis' Coding Agent Index compares harnesses with the model held constant (Claude Opus 4.7, medium). With the same model, opencode scores higher than Claude Code: composite 65 vs 57, DeepSWE 40 vs 27, Terminal-Bench v2 75 vs 71.

          We investigated why, focused on the tool layer, against current upstream sst/opencode@dev (57ce1b9), cross-checked by two independent codex reviews + one glm-5.2 review.

          Key finding: the benchmark-relevant advantage is not search speed (both use ripgrep) and not a smarter system prompt (opencode's anthropic.txt is ~Claude Code's). It is concentrated in fault-tolerant editing + bounded/structured tool output + post-edit diagnostics + tool-feedback quality. Exact score attribution needs AA run logs we don't have, so work is prioritized by confidence + ROI, not a promised score delta.

          ⚠️ Scope — the benchmark does NOT run builtin-tools.ts

          Confirmed in-repo (this corrects the original framing):

          • Harbor / headless pass@1 runs use the isolated tool set buildIsolatedHeadlessTools (packages/headless/src/harbor-cell.ts:305 -> packages/headless/src/tools.ts:14), not buildBuiltinTools.
            • Isolated Edit is also exact-match (packages/headless/src/tools.ts:313-316, via executor.editFile).
            • Isolated Grep is a JS recursive walk + RegExp (packages/headless/src/tools.ts:335-368) — not ripgrep at all, no gitignore.
          • The desktop app filters the runtime builtin Edit out entirely (apps/desktop/src/main/main.ts:589).

          Implication: a fix that only touches packages/runtime/src/builtin-tools.ts lands in neither the benchmark nor desktop path. P0 must extract a shared implementation used by headless/src/tools.ts, builtin-tools.ts, and the desktop edit path — otherwise pass@1 won't move. The builtin-tools.ts line numbers below describe the runtime baseline; the parallel isolated set must be covered too.

          Evidence: opencode upstream vs maka today

          Toolmaka nowopencode upstreamGap
          Editexact match only, both paths: split(old_string) count -> error if 0/many -> current.replace (builtin-tools.ts:91-101; isolated headless/tools.ts:313-316). No replaceAll, no file lock9-strategy replacer cascade (trim / block-anchor+Levenshtein / whitespace / indentation / escape / context-aware ...) + per-file Semaphorekeystone — exact edits fail on whitespace/indent/escape drift
          Readwhole file utf8, no default cap, no line-number prefix, no binary guard (builtin-tools.ts:60-68)line-number prefixes + default 2000 lines / 50KB + binary sniff + "did you mean"no line refs -> weaker Edit anchors; context blow-up risk
          GlobNode fs/promises glob, not ripgrep, not gitignore-aware (builtin-tools.ts:113-121)rg --files --glob (parallel, gitignore-aware)slow + walks node_modules/.git
          Grepruntime: exec rg, --max-count=50, slice 200, bare PATH rg (builtin-tools.ts:133-149). benchmark path: JS walk + RegExp, no rg (headless/tools.ts:335-368)streaming + early process kill at 100, bundled rg, 2000-char line capbenchmark path doesn't even use rg
          Bashoutput > 10MB -> rejects and discards all output (builtin-tools.ts:209-211)truncate + spill full output to file + keep tail + return outputPathfinished work thrown away -> task fails
          FeedbackEdit success {ok,path,replacements}, Write {ok,path,bytes} — no line counts/diff. Failed Bash returns only {error:"命令退出码 N"} to the in-turn model (structured {exitCode,stdout,stderr} goes to session history, not the immediate result). Non-Bash errors = raw Error.message; 4000-char cap applies only to synthetic text errorsenriched success (path + line counts), instructive errors ("match exactly incl whitespace", "add more context"), "did you mean" on Read miss, loop-gate on repeated identical failuresweak models can't tell if an edit landed or how to recover (cf. pawwork #1372 -> duplicate edits)
          LSPnonepost-edit diagnostics reflow in Edit/Write/apply_patch (on by default) + standalone navigation tool (experimental flag)missing
          apply_patchnonepresent, routed only to GPT-class models (Opus uses Edit)low priority for Opus path

          Proposed work (reprioritized after review)

          Both reviewers agreed the original P0 ("fuzzy Edit only") was too narrow: a stuck Edit makes the model resubmit the same failing old_string and drains the whole token budget, and Bash discard-on-overflow fails long-output tasks outright. P0 now bundles the minimum that actually moves pass@1.

          P0 — shared fault-tolerant Edit + safety rails

          • Extract a shared replace() and apply it in headless/tools.ts (benchmark), builtin-tools.ts (runtime), and the desktop edit path.
          • Replacer cascade: exact -> line-trimmed -> block-anchor+Levenshtein -> whitespace-normalized -> indentation-flexible -> escape-normalized -> trimmed-boundary -> context-aware -> multi-occurrence (open-source; opencode sources from cline diff-apply + gemini-cli editCorrector).
          • Guards against silent wrong-location edits (the main fuzzy risk — exact-miss errors loudly, fuzzy-miss silently corrupts): unique-match requirement; any multi-candidate fuzzy match -> fail; reject short/low-info old_string (<3-5 chars); reject old_string === new_string; reject disproportionately large spans + binary/oversized files; surface matched_via: exact | fuzzy-N; return matched line range + ±3-5 line snippet on success.
          • loop-gate: block/stop repeated identical failing tool calls (trigger = same tool+args failing N times; action = block + force a Read).
          • Bash overflow: keep tail + spill full output via existing tool-artifacts + return outputPath, instead of reject-and-discard.
          • Minimal recoverable feedback: enrich Edit/Write success (Edited <path> (+X -Y)), make Edit errors instructive, return truncated stdout/stderr to the in-turn Bash result.
          • Regression tests: indentation drift, whitespace mismatch, escaped chars, minor middle-line drift, multi-candidate rejection, short-string rejection.

          P1 — token efficiency / robustness

          • Read: default line+byte cap, line-number prefixes, binary guard, "continue with offset" hint, "did you mean" on miss.
          • Grep: switch the benchmark path off JS+RegExp to ripgrep; stream early-termination + total cap, per-line truncation, bundled/fallback rg.
          • Glob: ripgrep --files --glob (gitignore-aware) instead of Node fs glob.
          • File lock / serialize writes to the same path (opencode per-file Semaphore).

          P2 — LSP feedback (larger lift, conditional value)

          • Post-edit LSP diagnostics reflow in Edit/Write. Value conditional on a running language server.

          Non-goals / open questions

          • apply_patch: opencode routes it only to GPT-class models; Opus uses Edit. Not needed for the Opus path.
          • Exact weighting: opencode's edge is tools + agent-loop/context/provider-budget (compaction, 32k max-output, beta headers, adaptive effort). Splitting the contribution needs AA harness logs — out of scope.
          • maka has adjacent infra (context-budget.ts, tool-artifacts.ts) but it acts at the history-compaction layer, not the tool-execution boundary like opencode's truncate.output().

          References (opencode upstream sst/opencode@dev 57ce1b9)

          • Edit cascade: packages/opencode/src/tool/edit.ts
          • Patch matching (seekSequence): packages/opencode/src/patch/index.ts
          • ripgrep stream early-termination: packages/core/src/ripgrep.ts
          • per-model tool routing: packages/opencode/src/tool/registry.ts
          • output spill: packages/opencode/src/tool/truncate.ts
          • Feedback-enrichment precedent: pawwork PR feat(storage): make SQLite the default session metadata store #1372 (enrich edit/write success output with path + line counts)

          Investigation: Maka session (opencode tool-design study, cross-checked by 2x codex + 1x glm-5.2 review on upstream). Read-only reviews; external AA/opencode numbers not re-verified.

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              , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
              Skip to content

              RFC: Close tool-fidelity gaps vs opencode (fault-tolerant Edit, bounded output, ripgrep Glob, LSP feedback) #92

              Description

              @Astro-Han

              Context

              Artificial Analysis' Coding Agent Index compares harnesses with the model held constant (Claude Opus 4.7, medium). With the same model, opencode scores higher than Claude Code: composite 65 vs 57, DeepSWE 40 vs 27, Terminal-Bench v2 75 vs 71.

              We investigated why, focused on the tool layer, against current upstream sst/opencode@dev (57ce1b9), cross-checked by two independent codex reviews + one glm-5.2 review.

              Key finding: the benchmark-relevant advantage is not search speed (both use ripgrep) and not a smarter system prompt (opencode's anthropic.txt is ~Claude Code's). It is concentrated in fault-tolerant editing + bounded/structured tool output + post-edit diagnostics + tool-feedback quality. Exact score attribution needs AA run logs we don't have, so work is prioritized by confidence + ROI, not a promised score delta.

              ⚠️ Scope — the benchmark does NOT run builtin-tools.ts

              Confirmed in-repo (this corrects the original framing):

              • Harbor / headless pass@1 runs use the isolated tool set buildIsolatedHeadlessTools (packages/headless/src/harbor-cell.ts:305 -> packages/headless/src/tools.ts:14), not buildBuiltinTools.
                • Isolated Edit is also exact-match (packages/headless/src/tools.ts:313-316, via executor.editFile).
                • Isolated Grep is a JS recursive walk + RegExp (packages/headless/src/tools.ts:335-368) — not ripgrep at all, no gitignore.
              • The desktop app filters the runtime builtin Edit out entirely (apps/desktop/src/main/main.ts:589).

              Implication: a fix that only touches packages/runtime/src/builtin-tools.ts lands in neither the benchmark nor desktop path. P0 must extract a shared implementation used by headless/src/tools.ts, builtin-tools.ts, and the desktop edit path — otherwise pass@1 won't move. The builtin-tools.ts line numbers below describe the runtime baseline; the parallel isolated set must be covered too.

              Evidence: opencode upstream vs maka today

              Toolmaka nowopencode upstreamGap
              Editexact match only, both paths: split(old_string) count -> error if 0/many -> current.replace (builtin-tools.ts:91-101; isolated headless/tools.ts:313-316). No replaceAll, no file lock9-strategy replacer cascade (trim / block-anchor+Levenshtein / whitespace / indentation / escape / context-aware ...) + per-file Semaphorekeystone — exact edits fail on whitespace/indent/escape drift
              Readwhole file utf8, no default cap, no line-number prefix, no binary guard (builtin-tools.ts:60-68)line-number prefixes + default 2000 lines / 50KB + binary sniff + "did you mean"no line refs -> weaker Edit anchors; context blow-up risk
              GlobNode fs/promises glob, not ripgrep, not gitignore-aware (builtin-tools.ts:113-121)rg --files --glob (parallel, gitignore-aware)slow + walks node_modules/.git
              Grepruntime: exec rg, --max-count=50, slice 200, bare PATH rg (builtin-tools.ts:133-149). benchmark path: JS walk + RegExp, no rg (headless/tools.ts:335-368)streaming + early process kill at 100, bundled rg, 2000-char line capbenchmark path doesn't even use rg
              Bashoutput > 10MB -> rejects and discards all output (builtin-tools.ts:209-211)truncate + spill full output to file + keep tail + return outputPathfinished work thrown away -> task fails
              FeedbackEdit success {ok,path,replacements}, Write {ok,path,bytes} — no line counts/diff. Failed Bash returns only {error:"命令退出码 N"} to the in-turn model (structured {exitCode,stdout,stderr} goes to session history, not the immediate result). Non-Bash errors = raw Error.message; 4000-char cap applies only to synthetic text errorsenriched success (path + line counts), instructive errors ("match exactly incl whitespace", "add more context"), "did you mean" on Read miss, loop-gate on repeated identical failuresweak models can't tell if an edit landed or how to recover (cf. pawwork #1372 -> duplicate edits)
              LSPnonepost-edit diagnostics reflow in Edit/Write/apply_patch (on by default) + standalone navigation tool (experimental flag)missing
              apply_patchnonepresent, routed only to GPT-class models (Opus uses Edit)low priority for Opus path

              Proposed work (reprioritized after review)

              Both reviewers agreed the original P0 ("fuzzy Edit only") was too narrow: a stuck Edit makes the model resubmit the same failing old_string and drains the whole token budget, and Bash discard-on-overflow fails long-output tasks outright. P0 now bundles the minimum that actually moves pass@1.

              P0 — shared fault-tolerant Edit + safety rails

              • Extract a shared replace() and apply it in headless/tools.ts (benchmark), builtin-tools.ts (runtime), and the desktop edit path.
              • Replacer cascade: exact -> line-trimmed -> block-anchor+Levenshtein -> whitespace-normalized -> indentation-flexible -> escape-normalized -> trimmed-boundary -> context-aware -> multi-occurrence (open-source; opencode sources from cline diff-apply + gemini-cli editCorrector).
              • Guards against silent wrong-location edits (the main fuzzy risk — exact-miss errors loudly, fuzzy-miss silently corrupts): unique-match requirement; any multi-candidate fuzzy match -> fail; reject short/low-info old_string (<3-5 chars); reject old_string === new_string; reject disproportionately large spans + binary/oversized files; surface matched_via: exact | fuzzy-N; return matched line range + ±3-5 line snippet on success.
              • loop-gate: block/stop repeated identical failing tool calls (trigger = same tool+args failing N times; action = block + force a Read).
              • Bash overflow: keep tail + spill full output via existing tool-artifacts + return outputPath, instead of reject-and-discard.
              • Minimal recoverable feedback: enrich Edit/Write success (Edited <path> (+X -Y)), make Edit errors instructive, return truncated stdout/stderr to the in-turn Bash result.
              • Regression tests: indentation drift, whitespace mismatch, escaped chars, minor middle-line drift, multi-candidate rejection, short-string rejection.

              P1 — token efficiency / robustness

              • Read: default line+byte cap, line-number prefixes, binary guard, "continue with offset" hint, "did you mean" on miss.
              • Grep: switch the benchmark path off JS+RegExp to ripgrep; stream early-termination + total cap, per-line truncation, bundled/fallback rg.
              • Glob: ripgrep --files --glob (gitignore-aware) instead of Node fs glob.
              • File lock / serialize writes to the same path (opencode per-file Semaphore).

              P2 — LSP feedback (larger lift, conditional value)

              • Post-edit LSP diagnostics reflow in Edit/Write. Value conditional on a running language server.

              Non-goals / open questions

              • apply_patch: opencode routes it only to GPT-class models; Opus uses Edit. Not needed for the Opus path.
              • Exact weighting: opencode's edge is tools + agent-loop/context/provider-budget (compaction, 32k max-output, beta headers, adaptive effort). Splitting the contribution needs AA harness logs — out of scope.
              • maka has adjacent infra (context-budget.ts, tool-artifacts.ts) but it acts at the history-compaction layer, not the tool-execution boundary like opencode's truncate.output().

              References (opencode upstream sst/opencode@dev 57ce1b9)

              • Edit cascade: packages/opencode/src/tool/edit.ts
              • Patch matching (seekSequence): packages/opencode/src/patch/index.ts
              • ripgrep stream early-termination: packages/core/src/ripgrep.ts
              • per-model tool routing: packages/opencode/src/tool/registry.ts
              • output spill: packages/opencode/src/tool/truncate.ts
              • Feedback-enrichment precedent: pawwork PR feat(storage): make SQLite the default session metadata store #1372 (enrich edit/write success output with path + line counts)

              Investigation: Maka session (opencode tool-design study, cross-checked by 2x codex + 1x glm-5.2 review on upstream). Read-only reviews; external AA/opencode numbers not re-verified.

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                  , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
                  Skip to content

                  RFC: Close tool-fidelity gaps vs opencode (fault-tolerant Edit, bounded output, ripgrep Glob, LSP feedback) #92

                  Description

                  @Astro-Han

                  Context

                  Artificial Analysis' Coding Agent Index compares harnesses with the model held constant (Claude Opus 4.7, medium). With the same model, opencode scores higher than Claude Code: composite 65 vs 57, DeepSWE 40 vs 27, Terminal-Bench v2 75 vs 71.

                  We investigated why, focused on the tool layer, against current upstream sst/opencode@dev (57ce1b9), cross-checked by two independent codex reviews + one glm-5.2 review.

                  Key finding: the benchmark-relevant advantage is not search speed (both use ripgrep) and not a smarter system prompt (opencode's anthropic.txt is ~Claude Code's). It is concentrated in fault-tolerant editing + bounded/structured tool output + post-edit diagnostics + tool-feedback quality. Exact score attribution needs AA run logs we don't have, so work is prioritized by confidence + ROI, not a promised score delta.

                  ⚠️ Scope — the benchmark does NOT run builtin-tools.ts

                  Confirmed in-repo (this corrects the original framing):

                  • Harbor / headless pass@1 runs use the isolated tool set buildIsolatedHeadlessTools (packages/headless/src/harbor-cell.ts:305 -> packages/headless/src/tools.ts:14), not buildBuiltinTools.
                    • Isolated Edit is also exact-match (packages/headless/src/tools.ts:313-316, via executor.editFile).
                    • Isolated Grep is a JS recursive walk + RegExp (packages/headless/src/tools.ts:335-368) — not ripgrep at all, no gitignore.
                  • The desktop app filters the runtime builtin Edit out entirely (apps/desktop/src/main/main.ts:589).

                  Implication: a fix that only touches packages/runtime/src/builtin-tools.ts lands in neither the benchmark nor desktop path. P0 must extract a shared implementation used by headless/src/tools.ts, builtin-tools.ts, and the desktop edit path — otherwise pass@1 won't move. The builtin-tools.ts line numbers below describe the runtime baseline; the parallel isolated set must be covered too.

                  Evidence: opencode upstream vs maka today

                  Toolmaka nowopencode upstreamGap
                  Editexact match only, both paths: split(old_string) count -> error if 0/many -> current.replace (builtin-tools.ts:91-101; isolated headless/tools.ts:313-316). No replaceAll, no file lock9-strategy replacer cascade (trim / block-anchor+Levenshtein / whitespace / indentation / escape / context-aware ...) + per-file Semaphorekeystone — exact edits fail on whitespace/indent/escape drift
                  Readwhole file utf8, no default cap, no line-number prefix, no binary guard (builtin-tools.ts:60-68)line-number prefixes + default 2000 lines / 50KB + binary sniff + "did you mean"no line refs -> weaker Edit anchors; context blow-up risk
                  GlobNode fs/promises glob, not ripgrep, not gitignore-aware (builtin-tools.ts:113-121)rg --files --glob (parallel, gitignore-aware)slow + walks node_modules/.git
                  Grepruntime: exec rg, --max-count=50, slice 200, bare PATH rg (builtin-tools.ts:133-149). benchmark path: JS walk + RegExp, no rg (headless/tools.ts:335-368)streaming + early process kill at 100, bundled rg, 2000-char line capbenchmark path doesn't even use rg
                  Bashoutput > 10MB -> rejects and discards all output (builtin-tools.ts:209-211)truncate + spill full output to file + keep tail + return outputPathfinished work thrown away -> task fails
                  FeedbackEdit success {ok,path,replacements}, Write {ok,path,bytes} — no line counts/diff. Failed Bash returns only {error:"命令退出码 N"} to the in-turn model (structured {exitCode,stdout,stderr} goes to session history, not the immediate result). Non-Bash errors = raw Error.message; 4000-char cap applies only to synthetic text errorsenriched success (path + line counts), instructive errors ("match exactly incl whitespace", "add more context"), "did you mean" on Read miss, loop-gate on repeated identical failuresweak models can't tell if an edit landed or how to recover (cf. pawwork #1372 -> duplicate edits)
                  LSPnonepost-edit diagnostics reflow in Edit/Write/apply_patch (on by default) + standalone navigation tool (experimental flag)missing
                  apply_patchnonepresent, routed only to GPT-class models (Opus uses Edit)low priority for Opus path

                  Proposed work (reprioritized after review)

                  Both reviewers agreed the original P0 ("fuzzy Edit only") was too narrow: a stuck Edit makes the model resubmit the same failing old_string and drains the whole token budget, and Bash discard-on-overflow fails long-output tasks outright. P0 now bundles the minimum that actually moves pass@1.

                  P0 — shared fault-tolerant Edit + safety rails

                  • Extract a shared replace() and apply it in headless/tools.ts (benchmark), builtin-tools.ts (runtime), and the desktop edit path.
                  • Replacer cascade: exact -> line-trimmed -> block-anchor+Levenshtein -> whitespace-normalized -> indentation-flexible -> escape-normalized -> trimmed-boundary -> context-aware -> multi-occurrence (open-source; opencode sources from cline diff-apply + gemini-cli editCorrector).
                  • Guards against silent wrong-location edits (the main fuzzy risk — exact-miss errors loudly, fuzzy-miss silently corrupts): unique-match requirement; any multi-candidate fuzzy match -> fail; reject short/low-info old_string (<3-5 chars); reject old_string === new_string; reject disproportionately large spans + binary/oversized files; surface matched_via: exact | fuzzy-N; return matched line range + ±3-5 line snippet on success.
                  • loop-gate: block/stop repeated identical failing tool calls (trigger = same tool+args failing N times; action = block + force a Read).
                  • Bash overflow: keep tail + spill full output via existing tool-artifacts + return outputPath, instead of reject-and-discard.
                  • Minimal recoverable feedback: enrich Edit/Write success (Edited <path> (+X -Y)), make Edit errors instructive, return truncated stdout/stderr to the in-turn Bash result.
                  • Regression tests: indentation drift, whitespace mismatch, escaped chars, minor middle-line drift, multi-candidate rejection, short-string rejection.

                  P1 — token efficiency / robustness

                  • Read: default line+byte cap, line-number prefixes, binary guard, "continue with offset" hint, "did you mean" on miss.
                  • Grep: switch the benchmark path off JS+RegExp to ripgrep; stream early-termination + total cap, per-line truncation, bundled/fallback rg.
                  • Glob: ripgrep --files --glob (gitignore-aware) instead of Node fs glob.
                  • File lock / serialize writes to the same path (opencode per-file Semaphore).

                  P2 — LSP feedback (larger lift, conditional value)

                  • Post-edit LSP diagnostics reflow in Edit/Write. Value conditional on a running language server.

                  Non-goals / open questions

                  • apply_patch: opencode routes it only to GPT-class models; Opus uses Edit. Not needed for the Opus path.
                  • Exact weighting: opencode's edge is tools + agent-loop/context/provider-budget (compaction, 32k max-output, beta headers, adaptive effort). Splitting the contribution needs AA harness logs — out of scope.
                  • maka has adjacent infra (context-budget.ts, tool-artifacts.ts) but it acts at the history-compaction layer, not the tool-execution boundary like opencode's truncate.output().

                  References (opencode upstream sst/opencode@dev 57ce1b9)

                  • Edit cascade: packages/opencode/src/tool/edit.ts
                  • Patch matching (seekSequence): packages/opencode/src/patch/index.ts
                  • ripgrep stream early-termination: packages/core/src/ripgrep.ts
                  • per-model tool routing: packages/opencode/src/tool/registry.ts
                  • output spill: packages/opencode/src/tool/truncate.ts
                  • Feedback-enrichment precedent: pawwork PR feat(storage): make SQLite the default session metadata store #1372 (enrich edit/write success output with path + line counts)

                  Investigation: Maka session (opencode tool-design study, cross-checked by 2x codex + 1x glm-5.2 review on upstream). Read-only reviews; external AA/opencode numbers not re-verified.

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                      , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
                      Skip to content

                      RFC: Close tool-fidelity gaps vs opencode (fault-tolerant Edit, bounded output, ripgrep Glob, LSP feedback) #92

                      Description

                      @Astro-Han

                      Context

                      Artificial Analysis' Coding Agent Index compares harnesses with the model held constant (Claude Opus 4.7, medium). With the same model, opencode scores higher than Claude Code: composite 65 vs 57, DeepSWE 40 vs 27, Terminal-Bench v2 75 vs 71.

                      We investigated why, focused on the tool layer, against current upstream sst/opencode@dev (57ce1b9), cross-checked by two independent codex reviews + one glm-5.2 review.

                      Key finding: the benchmark-relevant advantage is not search speed (both use ripgrep) and not a smarter system prompt (opencode's anthropic.txt is ~Claude Code's). It is concentrated in fault-tolerant editing + bounded/structured tool output + post-edit diagnostics + tool-feedback quality. Exact score attribution needs AA run logs we don't have, so work is prioritized by confidence + ROI, not a promised score delta.

                      ⚠️ Scope — the benchmark does NOT run builtin-tools.ts

                      Confirmed in-repo (this corrects the original framing):

                      • Harbor / headless pass@1 runs use the isolated tool set buildIsolatedHeadlessTools (packages/headless/src/harbor-cell.ts:305 -> packages/headless/src/tools.ts:14), not buildBuiltinTools.
                        • Isolated Edit is also exact-match (packages/headless/src/tools.ts:313-316, via executor.editFile).
                        • Isolated Grep is a JS recursive walk + RegExp (packages/headless/src/tools.ts:335-368) — not ripgrep at all, no gitignore.
                      • The desktop app filters the runtime builtin Edit out entirely (apps/desktop/src/main/main.ts:589).

                      Implication: a fix that only touches packages/runtime/src/builtin-tools.ts lands in neither the benchmark nor desktop path. P0 must extract a shared implementation used by headless/src/tools.ts, builtin-tools.ts, and the desktop edit path — otherwise pass@1 won't move. The builtin-tools.ts line numbers below describe the runtime baseline; the parallel isolated set must be covered too.

                      Evidence: opencode upstream vs maka today

                      Toolmaka nowopencode upstreamGap
                      Editexact match only, both paths: split(old_string) count -> error if 0/many -> current.replace (builtin-tools.ts:91-101; isolated headless/tools.ts:313-316). No replaceAll, no file lock9-strategy replacer cascade (trim / block-anchor+Levenshtein / whitespace / indentation / escape / context-aware ...) + per-file Semaphorekeystone — exact edits fail on whitespace/indent/escape drift
                      Readwhole file utf8, no default cap, no line-number prefix, no binary guard (builtin-tools.ts:60-68)line-number prefixes + default 2000 lines / 50KB + binary sniff + "did you mean"no line refs -> weaker Edit anchors; context blow-up risk
                      GlobNode fs/promises glob, not ripgrep, not gitignore-aware (builtin-tools.ts:113-121)rg --files --glob (parallel, gitignore-aware)slow + walks node_modules/.git
                      Grepruntime: exec rg, --max-count=50, slice 200, bare PATH rg (builtin-tools.ts:133-149). benchmark path: JS walk + RegExp, no rg (headless/tools.ts:335-368)streaming + early process kill at 100, bundled rg, 2000-char line capbenchmark path doesn't even use rg
                      Bashoutput > 10MB -> rejects and discards all output (builtin-tools.ts:209-211)truncate + spill full output to file + keep tail + return outputPathfinished work thrown away -> task fails
                      FeedbackEdit success {ok,path,replacements}, Write {ok,path,bytes} — no line counts/diff. Failed Bash returns only {error:"命令退出码 N"} to the in-turn model (structured {exitCode,stdout,stderr} goes to session history, not the immediate result). Non-Bash errors = raw Error.message; 4000-char cap applies only to synthetic text errorsenriched success (path + line counts), instructive errors ("match exactly incl whitespace", "add more context"), "did you mean" on Read miss, loop-gate on repeated identical failuresweak models can't tell if an edit landed or how to recover (cf. pawwork #1372 -> duplicate edits)
                      LSPnonepost-edit diagnostics reflow in Edit/Write/apply_patch (on by default) + standalone navigation tool (experimental flag)missing
                      apply_patchnonepresent, routed only to GPT-class models (Opus uses Edit)low priority for Opus path

                      Proposed work (reprioritized after review)

                      Both reviewers agreed the original P0 ("fuzzy Edit only") was too narrow: a stuck Edit makes the model resubmit the same failing old_string and drains the whole token budget, and Bash discard-on-overflow fails long-output tasks outright. P0 now bundles the minimum that actually moves pass@1.

                      P0 — shared fault-tolerant Edit + safety rails

                      • Extract a shared replace() and apply it in headless/tools.ts (benchmark), builtin-tools.ts (runtime), and the desktop edit path.
                      • Replacer cascade: exact -> line-trimmed -> block-anchor+Levenshtein -> whitespace-normalized -> indentation-flexible -> escape-normalized -> trimmed-boundary -> context-aware -> multi-occurrence (open-source; opencode sources from cline diff-apply + gemini-cli editCorrector).
                      • Guards against silent wrong-location edits (the main fuzzy risk — exact-miss errors loudly, fuzzy-miss silently corrupts): unique-match requirement; any multi-candidate fuzzy match -> fail; reject short/low-info old_string (<3-5 chars); reject old_string === new_string; reject disproportionately large spans + binary/oversized files; surface matched_via: exact | fuzzy-N; return matched line range + ±3-5 line snippet on success.
                      • loop-gate: block/stop repeated identical failing tool calls (trigger = same tool+args failing N times; action = block + force a Read).
                      • Bash overflow: keep tail + spill full output via existing tool-artifacts + return outputPath, instead of reject-and-discard.
                      • Minimal recoverable feedback: enrich Edit/Write success (Edited <path> (+X -Y)), make Edit errors instructive, return truncated stdout/stderr to the in-turn Bash result.
                      • Regression tests: indentation drift, whitespace mismatch, escaped chars, minor middle-line drift, multi-candidate rejection, short-string rejection.

                      P1 — token efficiency / robustness

                      • Read: default line+byte cap, line-number prefixes, binary guard, "continue with offset" hint, "did you mean" on miss.
                      • Grep: switch the benchmark path off JS+RegExp to ripgrep; stream early-termination + total cap, per-line truncation, bundled/fallback rg.
                      • Glob: ripgrep --files --glob (gitignore-aware) instead of Node fs glob.
                      • File lock / serialize writes to the same path (opencode per-file Semaphore).

                      P2 — LSP feedback (larger lift, conditional value)

                      • Post-edit LSP diagnostics reflow in Edit/Write. Value conditional on a running language server.

                      Non-goals / open questions

                      • apply_patch: opencode routes it only to GPT-class models; Opus uses Edit. Not needed for the Opus path.
                      • Exact weighting: opencode's edge is tools + agent-loop/context/provider-budget (compaction, 32k max-output, beta headers, adaptive effort). Splitting the contribution needs AA harness logs — out of scope.
                      • maka has adjacent infra (context-budget.ts, tool-artifacts.ts) but it acts at the history-compaction layer, not the tool-execution boundary like opencode's truncate.output().

                      References (opencode upstream sst/opencode@dev 57ce1b9)

                      • Edit cascade: packages/opencode/src/tool/edit.ts
                      • Patch matching (seekSequence): packages/opencode/src/patch/index.ts
                      • ripgrep stream early-termination: packages/core/src/ripgrep.ts
                      • per-model tool routing: packages/opencode/src/tool/registry.ts
                      • output spill: packages/opencode/src/tool/truncate.ts
                      • Feedback-enrichment precedent: pawwork PR feat(storage): make SQLite the default session metadata store #1372 (enrich edit/write success output with path + line counts)

                      Investigation: Maka session (opencode tool-design study, cross-checked by 2x codex + 1x glm-5.2 review on upstream). Read-only reviews; external AA/opencode numbers not re-verified.

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                          , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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                          RFC: Close tool-fidelity gaps vs opencode (fault-tolerant Edit, bounded output, ripgrep Glob, LSP feedback) #92

                          Description

                          @Astro-Han

                          Context

                          Artificial Analysis' Coding Agent Index compares harnesses with the model held constant (Claude Opus 4.7, medium). With the same model, opencode scores higher than Claude Code: composite 65 vs 57, DeepSWE 40 vs 27, Terminal-Bench v2 75 vs 71.

                          We investigated why, focused on the tool layer, against current upstream sst/opencode@dev (57ce1b9), cross-checked by two independent codex reviews + one glm-5.2 review.

                          Key finding: the benchmark-relevant advantage is not search speed (both use ripgrep) and not a smarter system prompt (opencode's anthropic.txt is ~Claude Code's). It is concentrated in fault-tolerant editing + bounded/structured tool output + post-edit diagnostics + tool-feedback quality. Exact score attribution needs AA run logs we don't have, so work is prioritized by confidence + ROI, not a promised score delta.

                          ⚠️ Scope — the benchmark does NOT run builtin-tools.ts

                          Confirmed in-repo (this corrects the original framing):

                          • Harbor / headless pass@1 runs use the isolated tool set buildIsolatedHeadlessTools (packages/headless/src/harbor-cell.ts:305 -> packages/headless/src/tools.ts:14), not buildBuiltinTools.
                            • Isolated Edit is also exact-match (packages/headless/src/tools.ts:313-316, via executor.editFile).
                            • Isolated Grep is a JS recursive walk + RegExp (packages/headless/src/tools.ts:335-368) — not ripgrep at all, no gitignore.
                          • The desktop app filters the runtime builtin Edit out entirely (apps/desktop/src/main/main.ts:589).

                          Implication: a fix that only touches packages/runtime/src/builtin-tools.ts lands in neither the benchmark nor desktop path. P0 must extract a shared implementation used by headless/src/tools.ts, builtin-tools.ts, and the desktop edit path — otherwise pass@1 won't move. The builtin-tools.ts line numbers below describe the runtime baseline; the parallel isolated set must be covered too.

                          Evidence: opencode upstream vs maka today

                          Toolmaka nowopencode upstreamGap
                          Editexact match only, both paths: split(old_string) count -> error if 0/many -> current.replace (builtin-tools.ts:91-101; isolated headless/tools.ts:313-316). No replaceAll, no file lock9-strategy replacer cascade (trim / block-anchor+Levenshtein / whitespace / indentation / escape / context-aware ...) + per-file Semaphorekeystone — exact edits fail on whitespace/indent/escape drift
                          Readwhole file utf8, no default cap, no line-number prefix, no binary guard (builtin-tools.ts:60-68)line-number prefixes + default 2000 lines / 50KB + binary sniff + "did you mean"no line refs -> weaker Edit anchors; context blow-up risk
                          GlobNode fs/promises glob, not ripgrep, not gitignore-aware (builtin-tools.ts:113-121)rg --files --glob (parallel, gitignore-aware)slow + walks node_modules/.git
                          Grepruntime: exec rg, --max-count=50, slice 200, bare PATH rg (builtin-tools.ts:133-149). benchmark path: JS walk + RegExp, no rg (headless/tools.ts:335-368)streaming + early process kill at 100, bundled rg, 2000-char line capbenchmark path doesn't even use rg
                          Bashoutput > 10MB -> rejects and discards all output (builtin-tools.ts:209-211)truncate + spill full output to file + keep tail + return outputPathfinished work thrown away -> task fails
                          FeedbackEdit success {ok,path,replacements}, Write {ok,path,bytes} — no line counts/diff. Failed Bash returns only {error:"命令退出码 N"} to the in-turn model (structured {exitCode,stdout,stderr} goes to session history, not the immediate result). Non-Bash errors = raw Error.message; 4000-char cap applies only to synthetic text errorsenriched success (path + line counts), instructive errors ("match exactly incl whitespace", "add more context"), "did you mean" on Read miss, loop-gate on repeated identical failuresweak models can't tell if an edit landed or how to recover (cf. pawwork #1372 -> duplicate edits)
                          LSPnonepost-edit diagnostics reflow in Edit/Write/apply_patch (on by default) + standalone navigation tool (experimental flag)missing
                          apply_patchnonepresent, routed only to GPT-class models (Opus uses Edit)low priority for Opus path

                          Proposed work (reprioritized after review)

                          Both reviewers agreed the original P0 ("fuzzy Edit only") was too narrow: a stuck Edit makes the model resubmit the same failing old_string and drains the whole token budget, and Bash discard-on-overflow fails long-output tasks outright. P0 now bundles the minimum that actually moves pass@1.

                          P0 — shared fault-tolerant Edit + safety rails

                          • Extract a shared replace() and apply it in headless/tools.ts (benchmark), builtin-tools.ts (runtime), and the desktop edit path.
                          • Replacer cascade: exact -> line-trimmed -> block-anchor+Levenshtein -> whitespace-normalized -> indentation-flexible -> escape-normalized -> trimmed-boundary -> context-aware -> multi-occurrence (open-source; opencode sources from cline diff-apply + gemini-cli editCorrector).
                          • Guards against silent wrong-location edits (the main fuzzy risk — exact-miss errors loudly, fuzzy-miss silently corrupts): unique-match requirement; any multi-candidate fuzzy match -> fail; reject short/low-info old_string (<3-5 chars); reject old_string === new_string; reject disproportionately large spans + binary/oversized files; surface matched_via: exact | fuzzy-N; return matched line range + ±3-5 line snippet on success.
                          • loop-gate: block/stop repeated identical failing tool calls (trigger = same tool+args failing N times; action = block + force a Read).
                          • Bash overflow: keep tail + spill full output via existing tool-artifacts + return outputPath, instead of reject-and-discard.
                          • Minimal recoverable feedback: enrich Edit/Write success (Edited <path> (+X -Y)), make Edit errors instructive, return truncated stdout/stderr to the in-turn Bash result.
                          • Regression tests: indentation drift, whitespace mismatch, escaped chars, minor middle-line drift, multi-candidate rejection, short-string rejection.

                          P1 — token efficiency / robustness

                          • Read: default line+byte cap, line-number prefixes, binary guard, "continue with offset" hint, "did you mean" on miss.
                          • Grep: switch the benchmark path off JS+RegExp to ripgrep; stream early-termination + total cap, per-line truncation, bundled/fallback rg.
                          • Glob: ripgrep --files --glob (gitignore-aware) instead of Node fs glob.
                          • File lock / serialize writes to the same path (opencode per-file Semaphore).

                          P2 — LSP feedback (larger lift, conditional value)

                          • Post-edit LSP diagnostics reflow in Edit/Write. Value conditional on a running language server.

                          Non-goals / open questions

                          • apply_patch: opencode routes it only to GPT-class models; Opus uses Edit. Not needed for the Opus path.
                          • Exact weighting: opencode's edge is tools + agent-loop/context/provider-budget (compaction, 32k max-output, beta headers, adaptive effort). Splitting the contribution needs AA harness logs — out of scope.
                          • maka has adjacent infra (context-budget.ts, tool-artifacts.ts) but it acts at the history-compaction layer, not the tool-execution boundary like opencode's truncate.output().

                          References (opencode upstream sst/opencode@dev 57ce1b9)

                          • Edit cascade: packages/opencode/src/tool/edit.ts
                          • Patch matching (seekSequence): packages/opencode/src/patch/index.ts
                          • ripgrep stream early-termination: packages/core/src/ripgrep.ts
                          • per-model tool routing: packages/opencode/src/tool/registry.ts
                          • output spill: packages/opencode/src/tool/truncate.ts
                          • Feedback-enrichment precedent: pawwork PR feat(storage): make SQLite the default session metadata store #1372 (enrich edit/write success output with path + line counts)

                          Investigation: Maka session (opencode tool-design study, cross-checked by 2x codex + 1x glm-5.2 review on upstream). Read-only reviews; external AA/opencode numbers not re-verified.

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                              , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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                              RFC: Close tool-fidelity gaps vs opencode (fault-tolerant Edit, bounded output, ripgrep Glob, LSP feedback) #92

                              Description

                              @Astro-Han

                              Context

                              Artificial Analysis' Coding Agent Index compares harnesses with the model held constant (Claude Opus 4.7, medium). With the same model, opencode scores higher than Claude Code: composite 65 vs 57, DeepSWE 40 vs 27, Terminal-Bench v2 75 vs 71.

                              We investigated why, focused on the tool layer, against current upstream sst/opencode@dev (57ce1b9), cross-checked by two independent codex reviews + one glm-5.2 review.

                              Key finding: the benchmark-relevant advantage is not search speed (both use ripgrep) and not a smarter system prompt (opencode's anthropic.txt is ~Claude Code's). It is concentrated in fault-tolerant editing + bounded/structured tool output + post-edit diagnostics + tool-feedback quality. Exact score attribution needs AA run logs we don't have, so work is prioritized by confidence + ROI, not a promised score delta.

                              ⚠️ Scope — the benchmark does NOT run builtin-tools.ts

                              Confirmed in-repo (this corrects the original framing):

                              • Harbor / headless pass@1 runs use the isolated tool set buildIsolatedHeadlessTools (packages/headless/src/harbor-cell.ts:305 -> packages/headless/src/tools.ts:14), not buildBuiltinTools.
                                • Isolated Edit is also exact-match (packages/headless/src/tools.ts:313-316, via executor.editFile).
                                • Isolated Grep is a JS recursive walk + RegExp (packages/headless/src/tools.ts:335-368) — not ripgrep at all, no gitignore.
                              • The desktop app filters the runtime builtin Edit out entirely (apps/desktop/src/main/main.ts:589).

                              Implication: a fix that only touches packages/runtime/src/builtin-tools.ts lands in neither the benchmark nor desktop path. P0 must extract a shared implementation used by headless/src/tools.ts, builtin-tools.ts, and the desktop edit path — otherwise pass@1 won't move. The builtin-tools.ts line numbers below describe the runtime baseline; the parallel isolated set must be covered too.

                              Evidence: opencode upstream vs maka today

                              Toolmaka nowopencode upstreamGap
                              Editexact match only, both paths: split(old_string) count -> error if 0/many -> current.replace (builtin-tools.ts:91-101; isolated headless/tools.ts:313-316). No replaceAll, no file lock9-strategy replacer cascade (trim / block-anchor+Levenshtein / whitespace / indentation / escape / context-aware ...) + per-file Semaphorekeystone — exact edits fail on whitespace/indent/escape drift
                              Readwhole file utf8, no default cap, no line-number prefix, no binary guard (builtin-tools.ts:60-68)line-number prefixes + default 2000 lines / 50KB + binary sniff + "did you mean"no line refs -> weaker Edit anchors; context blow-up risk
                              GlobNode fs/promises glob, not ripgrep, not gitignore-aware (builtin-tools.ts:113-121)rg --files --glob (parallel, gitignore-aware)slow + walks node_modules/.git
                              Grepruntime: exec rg, --max-count=50, slice 200, bare PATH rg (builtin-tools.ts:133-149). benchmark path: JS walk + RegExp, no rg (headless/tools.ts:335-368)streaming + early process kill at 100, bundled rg, 2000-char line capbenchmark path doesn't even use rg
                              Bashoutput > 10MB -> rejects and discards all output (builtin-tools.ts:209-211)truncate + spill full output to file + keep tail + return outputPathfinished work thrown away -> task fails
                              FeedbackEdit success {ok,path,replacements}, Write {ok,path,bytes} — no line counts/diff. Failed Bash returns only {error:"命令退出码 N"} to the in-turn model (structured {exitCode,stdout,stderr} goes to session history, not the immediate result). Non-Bash errors = raw Error.message; 4000-char cap applies only to synthetic text errorsenriched success (path + line counts), instructive errors ("match exactly incl whitespace", "add more context"), "did you mean" on Read miss, loop-gate on repeated identical failuresweak models can't tell if an edit landed or how to recover (cf. pawwork #1372 -> duplicate edits)
                              LSPnonepost-edit diagnostics reflow in Edit/Write/apply_patch (on by default) + standalone navigation tool (experimental flag)missing
                              apply_patchnonepresent, routed only to GPT-class models (Opus uses Edit)low priority for Opus path

                              Proposed work (reprioritized after review)

                              Both reviewers agreed the original P0 ("fuzzy Edit only") was too narrow: a stuck Edit makes the model resubmit the same failing old_string and drains the whole token budget, and Bash discard-on-overflow fails long-output tasks outright. P0 now bundles the minimum that actually moves pass@1.

                              P0 — shared fault-tolerant Edit + safety rails

                              • Extract a shared replace() and apply it in headless/tools.ts (benchmark), builtin-tools.ts (runtime), and the desktop edit path.
                              • Replacer cascade: exact -> line-trimmed -> block-anchor+Levenshtein -> whitespace-normalized -> indentation-flexible -> escape-normalized -> trimmed-boundary -> context-aware -> multi-occurrence (open-source; opencode sources from cline diff-apply + gemini-cli editCorrector).
                              • Guards against silent wrong-location edits (the main fuzzy risk — exact-miss errors loudly, fuzzy-miss silently corrupts): unique-match requirement; any multi-candidate fuzzy match -> fail; reject short/low-info old_string (<3-5 chars); reject old_string === new_string; reject disproportionately large spans + binary/oversized files; surface matched_via: exact | fuzzy-N; return matched line range + ±3-5 line snippet on success.
                              • loop-gate: block/stop repeated identical failing tool calls (trigger = same tool+args failing N times; action = block + force a Read).
                              • Bash overflow: keep tail + spill full output via existing tool-artifacts + return outputPath, instead of reject-and-discard.
                              • Minimal recoverable feedback: enrich Edit/Write success (Edited <path> (+X -Y)), make Edit errors instructive, return truncated stdout/stderr to the in-turn Bash result.
                              • Regression tests: indentation drift, whitespace mismatch, escaped chars, minor middle-line drift, multi-candidate rejection, short-string rejection.

                              P1 — token efficiency / robustness

                              • Read: default line+byte cap, line-number prefixes, binary guard, "continue with offset" hint, "did you mean" on miss.
                              • Grep: switch the benchmark path off JS+RegExp to ripgrep; stream early-termination + total cap, per-line truncation, bundled/fallback rg.
                              • Glob: ripgrep --files --glob (gitignore-aware) instead of Node fs glob.
                              • File lock / serialize writes to the same path (opencode per-file Semaphore).

                              P2 — LSP feedback (larger lift, conditional value)

                              • Post-edit LSP diagnostics reflow in Edit/Write. Value conditional on a running language server.

                              Non-goals / open questions

                              • apply_patch: opencode routes it only to GPT-class models; Opus uses Edit. Not needed for the Opus path.
                              • Exact weighting: opencode's edge is tools + agent-loop/context/provider-budget (compaction, 32k max-output, beta headers, adaptive effort). Splitting the contribution needs AA harness logs — out of scope.
                              • maka has adjacent infra (context-budget.ts, tool-artifacts.ts) but it acts at the history-compaction layer, not the tool-execution boundary like opencode's truncate.output().

                              References (opencode upstream sst/opencode@dev 57ce1b9)

                              • Edit cascade: packages/opencode/src/tool/edit.ts
                              • Patch matching (seekSequence): packages/opencode/src/patch/index.ts
                              • ripgrep stream early-termination: packages/core/src/ripgrep.ts
                              • per-model tool routing: packages/opencode/src/tool/registry.ts
                              • output spill: packages/opencode/src/tool/truncate.ts
                              • Feedback-enrichment precedent: pawwork PR feat(storage): make SQLite the default session metadata store #1372 (enrich edit/write success output with path + line counts)

                              Investigation: Maka session (opencode tool-design study, cross-checked by 2x codex + 1x glm-5.2 review on upstream). Read-only reviews; external AA/opencode numbers not re-verified.

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