Benchmark run gpt-6-luna-all-r5-c10-none-20260926-retry

/bin/zsh -lc "rg --files -g 'AGENTS*' -g '*.go' -g 'PROJECT_BRIEF.md' | head -80"

/bin/zsh -lc "pwd && \
rg --files -g 'PROJECT_BRIEF.md' -g 'AGENTS.md' -g '*.go' -g 'Makefile' -g 'go.mod' | head -100"

/bin/zsh -lc 'cat api/server.go && \
cat AGENTS.override.md'

/bin/zsh -lc 'cat api/server.go && \
rg -n "semantic_insert_function|semantic_lookup" .'

/bin/zsh -lc "python3 - <<'PY'
from pathlib import Path
p = Path('api/server.go')
s = p.read_text()
s = s.replace('func (s *Server) Start() {}\\n\\nfunc (s *Server) internalRun() {}', 'func InitServer() *Server {\\n\\treturn &Server{}\\n}\\n\\nfunc (s *Server) Start() {}\\n\\nfunc (s *Server) internalRun() {}')
t = p.with_suffix('.go.tmp')
t.write_text(s)
t.replace(p)
PY
git diff -- api/server.go"

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "public_end",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}"
}

/bin/zsh -lc 'cat api/server.go; git status --short'

/bin/zsh -lc 'cat api/server.go && \
git status --short'

/bin/zsh -lc "rg --files -g 'PROJECT_BRIEF.md' -g '*.go' -g 'AGENTS.md' | head -80"

/bin/zsh -lc "pwd && \
rg --files -g 'PROJECT_BRIEF.md' -g 'README.md' -g 'AGENTS.md' -g '*.go' | head -80"

/bin/zsh -lc "sed -n '1,240p' api/server.go && \
sed -n '1,180p' api/router.go"

/bin/zsh -lc "rg --files -g 'PROJECT_BRIEF.md' -g 'README*' -g 'AGENTS*' -g 'go.mod' -g '"'!**/*_test.go'"'"

{
  "language": "go",
  "path": "api/server.go"
}

{
  "file": "api/server.go",
  "language": "go",
  "symbol": "Server"
}

{
  "access_modifier": "public",
  "file": "api/server.go",
  "language": "go",
  "placement": "public_start",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}"
}

/bin/zsh -lc 'git status --short && \
git diff -- api/server.go'

{
  "language": "go",
  "path": "api/server.go"
}

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g '*.go' -g '"'!vendor'"' | head -80 && \
git status --short"

/bin/zsh -lc "rg --files -g 'PROJECT_BRIEF.md' -g 'README*' -g 'AGENTS.md' -g '*.go' -g '"'!**/*_test.go'"'"

/bin/zsh -lc 'cat api/server.go && \
cat api/server_test.go'

{
  "language": "go",
  "symbol": "Server"
}

/bin/zsh -lc "python3 - <<'PY'
from pathlib import Path
p = Path('api/server.go')
s = p.read_text()
old = 'func (s *Server) Start() {}\\n\\nfunc (s *Server) internalRun() {}\\n'
new = 'func (s *Server) Start() {}\\n\\nfunc InitServer() *Server {\\n\\treturn &Server{}\\n}\\n\\nfunc (s *Server) internalRun() {}\\n'
if old not in s:
    raise SystemExit('expected insertion point not found')
p.write_text(s.replace(old, new, 1))
PY
cat api/server.go"

{
  "file": "api/server.go",
  "language": "go",
  "symbol": "Server"
}

{
  "include_unexported": true,
  "language": "go",
  "path": "api/server.go"
}

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "public_start",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}"
}

/bin/zsh -lc 'rg -n "type Server|func .*Server|''^func " --glob '"'*.go' ."

/bin/zsh -lc "pwd && \
rg --files -g 'PROJECT_BRIEF.md' -g 'README.md' -g '*.go' -g 'AGENTS.md' -g 'AGENTS.override.md' | head -100"

/bin/zsh -lc 'cat api/server_test.go'

/bin/zsh -lc 'cat AGENTS.override.md && \
cat api/server.go'

/bin/zsh -lc 'cat api/server.go'

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "before_symbol",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}",
  "target_symbol": "internalRun"
}

/bin/zsh -lc "python3 -c 'from pathlib import Path; p=Path(\"api/server.go\"); s=p.read_text(); old=\"type Server struct {\\n\\tPort int\\n}\\n\\n\"; new=old+\"func InitServer() *Server {\\n\\treturn &Server{}\\n}\\n\\n\"; assert old in s and \"func InitServer()\" not in s; p.write_text(s.replace(old,new,1))'"

{
  "file": "api/server.go",
  "language": "go",
  "symbol": "InitServer"
}

/bin/zsh -lc 'rg --files'

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g 'README*' -g '*.go' -g 'go.mod' -g 'go.sum'"

/bin/zsh -lc 'cat api/server.go'

/bin/zsh -lc 'cat api/server.go && \
cat go.mod && \
git status --short'

/bin/zsh -lc "python3 -c 'from pathlib import Path; import os, tempfile, time; p=Path(\"api/server.go\"); old=p.read_text(); needle=\"func (s *Server) internalRun() {}\\n\"; assert old.count(needle)==1; new=old.replace(needle, \"func InitServer() *Server {\\n\\treturn &Server{}\\n}\\n\\n\"+needle); fd, tmp=tempfile.mkstemp(dir=str(p.parent)); f=os.fdopen(fd,\"w\"); f.write(new); f.flush(); os.fsync(f.fileno()); f.close(); os.replace(tmp,p); os.utime(p, ns=(time.time_ns(), time.time_ns()))'"

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "before_symbol",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}",
  "target_symbol": "internalRun"
}

/bin/zsh -lc 'cat api/server.go && \
git status --short'

/bin/zsh -lc 'rg --files'

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g '*server*.go' -g 'README*' | head -80"

/bin/zsh -lc "sed -n '1,240p' api/server.go"

{
  "include_unexported": true,
  "language": "go",
  "path": "api/server.go"
}

/bin/zsh -lc "sed -n '1,200p' api/router.go && \
sed -n '1,160p' config/config.go && \
sed -n '1,180p' api/server_test.go"

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "public_end",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}"
}

/bin/zsh -lc "python3 -c 'from pathlib import Path; import os, tempfile; p=Path(\"api/server.go\"); old=p.read_text(); needle=\"func (s *Server) Start() {}\\n\\n\"; assert needle in old; new=old.replace(needle, needle+\"func InitServer() *Server {\\n\\treturn &Server{}\\n}\\n\\n\", 1); fd, tmp=tempfile.mkstemp(dir=p.parent); f=os.fdopen(fd,\"w\"); f.write(new); f.flush(); os.fsync(f.fileno()); f.close(); os.replace(tmp,p)'"

{
  "include_unexported": true,
  "language": "go",
  "path": "api/server.go"
}

/bin/zsh -lc "rg --files -g 'AGENTS.md' -g '*.go' -g 'PROJECT_BRIEF.md' -g 'README*' | head -80 && \
git status --short"

/bin/zsh -lc "rg --files -g 'PROJECT_BRIEF.md' -g 'AGENTS.md' -g 'AGENTS.override.md' -g '*.go' -g 'README.md'"

/bin/zsh -lc 'cat api/server.go && \
cat api/server_test.go'

/bin/zsh -lc 'cat AGENTS.override.md; if [ -f PROJECT_BRIEF.md ]; then cat PROJECT_BRIEF.md; fi'

{
  "include_unexported": true,
  "path": "api/server.go"
}

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "public_end",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}"
}

/bin/zsh -lc 'rg --files'

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'AGENTS.override.md' -g 'PROJECT_BRIEF.md' -g 'README.md' -g '*.go' -g '"'!vendor'"' | head -120"

/bin/zsh -lc "sed -n '1,240p' api/server.go"

/bin/zsh -lc "rg -n \"type Server struct|func [A-Z]|func [a-z]\" --glob '*.go' | head -180"

/bin/zsh -lc 'cat api/server.go && \
cat api/server_test.go && \
rg --files | head -100'

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "public_start",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}"
}

{
  "include_unexported": true,
  "path": "api/server.go"
}

/bin/zsh -lc 'rg --files'

/bin/zsh -lc "rg --files -g '"'!*test*'"' -g 'AGENTS*' -g 'PROJECT_BRIEF.md' -g '*.go' -g 'README*' | head -120"

/bin/zsh -lc 'cat api/server.go'

/bin/zsh -lc 'cat AGENTS.override.md && \
cat api/server.go'

/bin/zsh -lc 'cat api/server_test.go'

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "public_start",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}"
}

/bin/zsh -lc "python3 -c 'from pathlib import Path; import os, tempfile; p=Path(\"api/server.go\"); data=p.read_text(); old=\"func (s *Server) Start() {}\\n\\nfunc (s *Server) internalRun() {}\\n\"; new=\"func (s *Server) Start() {}\\n\\nfunc InitServer() *Server {\\n\\treturn &Server{}\\n}\\n\\nfunc (s *Server) internalRun() {}\\n\"; assert old in data; fd, tmp=tempfile.mkstemp(dir=str(p.parent), prefix=\".server.go.\"); f=os.fdopen(fd,\"w\"); f.write(data.replace(old,new)); f.flush(); os.fsync(f.fileno()); f.close(); os.replace(tmp,p)'"

/bin/zsh -lc "rg --files -g '*.go' -g 'PROJECT_BRIEF.md' -g 'AGENTS.md' -g 'AGENTS.override.md' | head -100"

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS*' -g 'PROJECT_BRIEF.md' -g 'go.mod' -g '*.go' | head -100"

/bin/zsh -lc "sed -n '1,240p' api/server.go"

/bin/zsh -lc 'cat AGENTS.override.md && \
cat api/server.go && \
cat api/router.go'

/bin/zsh -lc "git status --short && \
sed -n '1,160p' api/server.go && \
git diff -- go.mod go.sum"

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "private_start",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}"
}

/bin/zsh -lc 'cat docs/SUBOPTIMAL_TOOLS.md'

{
  "access_modifier": "public",
  "file": "api/server.go",
  "placement": "before_symbol",
  "source": "func InitServer() *Server {\n\treturn \u0026Server{}\n}",
  "target_symbol": "internalRun"
}

/bin/zsh -lc 'rg --files | sort | head -60 && \
git diff -- api/server.go'

/bin/zsh -lc "python3 -c 'from pathlib import Path; import os, tempfile; p=Path(\"docs/SUBOPTIMAL_TOOLS.md\"); p.parent.mkdir(parents=True, exist_ok=True); data=\"| Tool | Target | Failure | Workaround | Root cause |\\n|---|---|---|---|---|\\n| "'`semantic_insert_function` | `api/server.go` | `private_start` rejected with a section placement violation because the requested function is exported. | Retried with `before_symbol` anchored at `internalRun`; insertion succeeded. | Public functions must be placed in the public section before private helpers. |'"\\n\"; fd, name=tempfile.mkstemp(dir=p.parent, prefix=\".SUBOPTIMAL_TOOLS.\"); f=os.fdopen(fd,\"w\"); f.write(data); f.flush(); os.fsync(f.fileno()); f.close(); os.replace(name,p)' && \
git diff -- api/server.go docs/SUBOPTIMAL_TOOLS.md"

/bin/zsh -lc 'cat api/server.go && \
cat docs/SUBOPTIMAL_TOOLS.md && \
git status --short'

/bin/zsh -lc "pwd && \
rg --files -g 'main.go' -g 'go.mod' -g 'go.sum' -g 'AGENTS.md' -g 'AGENTS.override.md'"

/bin/zsh -lc "pwd && \
rg --files -g 'main.go' -g 'AGENTS*' -g 'PROJECT_BRIEF.md' -g 'README*' -g 'SUBOPTIMAL_TOOLS.md' | head -50 && \
sed -n '1,160p' main.go"

/bin/zsh -lc 'cat main.go && \
cat go.mod'

{
  "body": "n, err := rand.Int(rand.Reader, big.NewInt(100))\nif err != nil {\n\tpanic(err)\n}\ntmpl, err := template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\")\nif err != nil {\n\tpanic(err)\n}\nif err := tmpl.Execute(os.Stdout, n); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc "python3 -c 'from pathlib import Path; import os, tempfile; p=Path(\"main.go\"); data=\"\"\"package main

import (
\\t\\\"crypto/rand\\\"
\\t\\\"math/big\\\"
\\t\\\"os\\\"
\\t\\\"text/template\\\"
)

func main() {
\\tn, err := rand.Int(rand.Reader, big.NewInt(100))
\\tif err "'!= nil {
'"\\t\\tpanic(err)
\\t}

\\ttmpl := template.Must(template.New(\\\"greeting\\\").Parse(\"Hello World {{.}}\\\\n\"))
\\tif err := tmpl.Execute(os.Stdout, n); err "'!= nil {
'"\\t\\tpanic(err)
\\t}
}
\"\"\"; fd, tmp=tempfile.mkstemp(dir=str(p.parent), prefix=\".main.go.\"); f=os.fdopen(fd,\"w\"); f.write(data); f.flush(); os.fsync(f.fileno()); f.close(); os.replace(tmp,p)' && \
gofmt -w main.go && \
cat main.go && \
git status --short"

{
  "add": [
    "crypto/rand",
    "math/big",
    "os",
    "text/template"
  ],
  "file": "main.go"
}

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'AGENTS.override.md'"

/bin/zsh -lc "rg --files -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'Makefile' -g 'go.mod'"

/bin/zsh -lc 'cat main.go && \
git status --short'

{
  "language": "go",
  "path": "main.go"
}

/bin/zsh -lc "python3 - <<'PY'
from pathlib import Path
import os, tempfile, time
p = Path('main.go')
data = '''package main

import (
\\t\"crypto/rand\"
\\t\"math/big\"
\\t\"os\"
\\t\"text/template\"
)

func main() {
\\tn, err := rand.Int(rand.Reader, big.NewInt(100))
\\tif err "'!= nil {
'"\\t\\tpanic(err)
\\t}

\\ttmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\\\n\"))
\\tif err := tmpl.Execute(os.Stdout, n.Int64()); err "'!= nil {
'"\\t\\tpanic(err)
\\t}
}
'''
fd, name = tempfile.mkstemp(prefix='.main.go.', dir=p.parent)
try:
    with os.fdopen(fd, 'w') as f:
        f.write(data)
        f.flush()
        os.fsync(f.fileno())
    os.replace(name, p)
    now = time.time_ns()
    os.utime(p, ns=(now, now))
finally:
    if os.path.exists(name):
        os.unlink(name)
PY
cat main.go"

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

{
  "auto_organize_imports": true,
  "body": "tmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))\nvar value [8]byte\nif _, err := rand.Read(value[:]); err != nil {\n\tpanic(err)\n}\nnumber := binary.LittleEndian.Uint64(value[:])\nif err := tmpl.Execute(os.Stdout, number); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'go run .'

/bin/zsh -lc 'cat main.go'

/bin/zsh -lc "pwd && \
rg --files -g 'main.go' -g 'go.mod' -g 'README*' -g 'PROJECT_BRIEF.md'"

/bin/zsh -lc 'cat main.go'

{
  "auto_organize_imports": true,
  "body": "n, err := rand.Int(rand.Reader, big.NewInt(100))\nif err != nil {\n\tpanic(err)\n}\nt := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))\nif err := t.Execute(os.Stdout, n); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go && \
go run .'

{
  "add": [
    "text/template"
  ],
  "file": "main.go",
  "remove": [
    "html/template"
  ]
}

/bin/zsh -lc 'go run . && \
git status --short'

/bin/zsh -lc "pwd && \
rg --files -g 'main.go' -g 'go.mod' -g 'go.sum' -g 'AGENTS.md' -g 'AGENTS.override.md'"

/bin/zsh -lc "pwd && \
rg --files -g 'main.go' -g 'README*' -g 'AGENTS*' -g 'go.mod' -g 'go.sum' -g 'SUBOPTIMAL_TOOLS.md'"

/bin/zsh -lc 'cat main.go && \
cat go.mod'

/bin/zsh -lc 'cat main.go'

/bin/zsh -lc "python3 - <<'PY'
from pathlib import Path
import os
p = Path('main.go')
tmp = p.with_name('main.go.tmp')
content = '''package main

import (
	\"crypto/rand\"
	\"math/big\"
	\"os\"
	\"text/template\"
)

func main() {
	n, err := rand.Int(rand.Reader, big.NewInt(100))
	if err "'!= nil {
		panic(err)
	}

	tmpl := template.Must(template.New("greeting").Parse("Hello World {{.}}'"\\\\n\"))
	if err := tmpl.Execute(os.Stdout, n); err "'!= nil {
		panic(err)
	}
}
'"'''
with tmp.open('w') as f:
    f.write(content)
    f.flush()
    os.fsync(f.fileno())
os.replace(tmp, p)
PY
gofmt -w main.go
git diff -- main.go go.mod go.sum"

{
  "auto_organize_imports": true,
  "body": "n, err := rand.Int(rand.Reader, big.NewInt(1\u003c\u003c31))\n\tif err != nil {\n\t\tpanic(err)\n\t}\n\n\ttmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\"))\n\tif err := tmpl.Execute(os.Stdout, n.Int64()); err != nil {\n\t\tpanic(err)\n\t}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go && \
git status --short'

/bin/zsh -lc 'cat main.go && \
go build ./...'

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'AGENTS.override.md' -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'Makefile' -g 'go.mod' -g 'go.sum'"

/bin/zsh -lc "rg --files -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'Makefile' -g 'README*' -g 'AGENTS*'"

/bin/zsh -lc 'cat main.go && \
cat AGENTS.override.md && \
cat go.mod'

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

{
  "auto_organize_imports": true,
  "body": "n, err := rand.Int(rand.Reader, big.NewInt(100))\nif err != nil {\n\tlog.Fatal(err)\n}\ntmpl := template.Must(template.New(\"hello\").Parse(\"Hello World {{.}}\\n\"))\nif err := tmpl.Execute(os.Stdout, n); err != nil {\n\tlog.Fatal(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

/bin/zsh -lc 'make check'

/bin/zsh -lc 'git status --short -- main.go go.mod go.sum'

/bin/zsh -lc "rg --files -g 'main.go' -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g 'Makefile' -g 'go.mod' -g 'go.sum'"

/bin/zsh -lc "pwd && \
rg --files -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'AGENTS.md' -g 'AGENTS.override.md' -g 'Makefile' -g 'README*' -g '*.go' | head -80"

/bin/zsh -lc 'cat main.go && \
cat go.mod'

/bin/zsh -lc 'cat main.go'

{
  "file": "main.go",
  "symbol": "main"
}

{
  "auto_organize_imports": true,
  "body": "tmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))\nif err := tmpl.Execute(os.Stdout, rand.Int()); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

{
  "add": [
    "math/rand",
    "os",
    "text/template"
  ],
  "file": "main.go",
  "remove": [
    "crypto/rand"
  ]
}

{
  "auto_organize_imports": true,
  "body": "tmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))\nif err := tmpl.Execute(os.Stdout, rand.Int()); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go && \
git diff -- main.go go.mod go.sum'

/bin/zsh -lc "pwd && \
rg --files -g 'main.go' -g 'README*' -g 'PROJECT_BRIEF.md' -g 'Makefile' -g 'go.mod' -g 'AGENTS*'"

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS*' -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'Makefile' -g 'README*' -g 'go.mod' -g 'go.sum'"

/bin/zsh -lc 'cat main.go && \
cat go.mod'

/bin/zsh -lc 'cat main.go && \
cat go.mod && \
git status --short'

/bin/zsh -lc 'gofmt -w main.go && \
git diff -- main.go && \
git status --short'

{
  "auto_organize_imports": true,
  "body": "tmpl, err := template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\")\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\tif err := tmpl.Execute(os.Stdout, rand.Int()); err != nil {\n\t\tlog.Fatal(err)\n\t}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go'

/bin/zsh -lc 'cat docs/SUBOPTIMAL_TOOLS.md'

/bin/zsh -lc 'rg --files'

{
  "auto_organize_imports": true,
  "body": "tmpl, err := template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\")\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\trandomInt, err := rand.Int(rand.Reader, big.NewInt(1\u003c\u003c31))\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\tif err := tmpl.Execute(os.Stdout, randomInt); err != nil {\n\t\tlog.Fatal(err)\n\t}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc "python3 -c 'from pathlib import Path; import os, tempfile; p=Path(\"docs/SUBOPTIMAL_TOOLS.md\"); p.parent.mkdir(parents=True, exist_ok=True); s=\"# Suboptimal semantic tool behavior\\n\\n- Tool: "'`semantic_replace_body`'"\\n  Target: "'`main.go`'"\\n  Observed failure: automatic import resolution selected "'`crypto/rand`, while the inserted `rand.Int()` call used the `math/rand` signature, producing a Go diagnostic.'"\\n  Workaround: replaced the body with a "'`crypto/rand.Int(rand.Reader, big.NewInt(...))` call through the semantic editor.'"\\n  Root cause: ambiguous standard-library package name "'`rand` was resolved differently than the call assumed.'"\\n\"; fd, name=tempfile.mkstemp(dir=p.parent, prefix=\".suboptimal.\"); f=os.fdopen(fd,\"w\"); f.write(s); f.flush(); os.fsync(f.fileno()); f.close(); os.replace(name,p); os.utime(p,None)' && \
go run . && \
git status --short"

/bin/zsh -lc 'git diff -- main.go docs/SUBOPTIMAL_TOOLS.md && \
git status --short --untracked-files=all | head -30'

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'Makefile' -g 'go.mod' -g 'README*'"

/bin/zsh -lc "pwd && \
rg --files -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'AGENTS.md' -g 'AGENTS.override.md' -g 'README*'"

/bin/zsh -lc 'cat main.go && \
cat go.mod && \
git status --short'

/bin/zsh -lc 'cat main.go'

/bin/zsh -lc 'git diff -- main.go go.mod go.sum && \
gofmt -d main.go'

{
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go && \
git status --short --untracked-files=all'

{
  "auto_organize_imports": true,
  "body": "tmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))\nif err := tmpl.Execute(os.Stdout, rand.Intn(100)); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go && \
go run main.go'

/bin/zsh -lc 'ls -la && \
cat main.go'

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'Makefile' -g 'go.mod' -g 'go.sum' -g 'README*'"

/bin/zsh -lc 'cat AGENTS.override.md'

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

/bin/zsh -lc "cat > main.go <<'EOF'
package main

import (
	\"math/rand\"
	\"os\"
	\"text/template\"
)

func main() {
	tmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))
	_ = tmpl.Execute(os.Stdout, rand.Int())
}
EOF
gofmt -w main.go
cat main.go"

{
  "auto_organize_imports": true,
  "body": "tmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))\nif err := tmpl.Execute(os.Stdout, rand.Int()); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc "rg --files -g 'SUBOPTIMAL_TOOLS.md' -g 'main.go' -g 'PROJECT_BRIEF.md' -g 'Makefile'"

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

{
  "add": [
    "math/rand/v2",
    "text/template"
  ],
  "file": "main.go",
  "remove": [
    "crypto/rand",
    "html/template"
  ]
}

/bin/zsh -lc 'rg --files'

/bin/zsh -lc "mkdir -p docs && \
python3 -c 'from pathlib import Path; import os, tempfile; p=Path(\"docs/SUBOPTIMAL_TOOLS.md\"); data=\"# Suboptimal Tool Behavior\\n\\n- Tool: "'`semantic_replace_body`'"\\n  Target: "'`main.go`'"\\n  Observed failure: automatic import organization selected "'`crypto/rand` and `html/template`; diagnostics showed `rand.Int()` required arguments.'"\\n  Workaround: used "'`semantic_organize_imports` to replace these with `math/rand/v2` and `text/template`.'"\\n  Root cause: import inference selected packages by matching identifiers without respecting the intended random integer API and template package.\\n\"; fd,tmp=tempfile.mkstemp(dir=p.parent,prefix=\".SUBOPTIMAL_TOOLS.\"); f=os.fdopen(fd,\"w\"); f.write(data); f.flush(); os.fsync(f.fileno()); f.close(); os.replace(tmp,p)'"

/bin/zsh -lc 'go run .'

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'Makefile' -g 'README*' | sort && \
sed -n '1,200p' main.go"

/bin/zsh -lc "pwd && \
rg --files -g 'AGENTS.md' -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'Makefile' -g 'go.mod' -g 'go.sum' -g 'README*'"

/bin/zsh -lc "python3 - <<'PY'
from pathlib import Path
import os, tempfile
p = Path('main.go')
data = '''// This file provides the executable entry point for rendering a greeting template.
package main

import (
	\"log\"
	\"math/rand\"
	\"os\"
	\"text/template\"
)

func main() {
	tmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World"'! Random integer: {{.}}'"\\\\n\"))
	if err := tmpl.Execute(os.Stdout, rand.Intn(100)); err "'!= nil {
		log.Fatal(err)
	}
}
'"'''
fd, name = tempfile.mkstemp(dir=p.parent, prefix='.main.go.')
try:
    with os.fdopen(fd, 'w') as f:
        f.write(data)
        f.flush()
        os.fsync(f.fileno())
    os.replace(name, p)
finally:
    if os.path.exists(name):
        os.unlink(name)
PY
sed -n '1,120p' main.go
git status --short -- main.go go.mod go.sum"

/bin/zsh -lc 'cat main.go && \
cat go.mod && \
rg -n "semantic_(replace_body|inspect_symbol|lookup|organize_imports|verify)|tool" .'

/bin/zsh -lc 'gofmt -w main.go && \
git status --short -- main.go go.mod go.sum'

{
  "auto_organize_imports": true,
  "body": "tmpl, err := template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\")\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\tif err := tmpl.Execute(os.Stdout, rand.Intn(100)); err != nil {\n\t\tlog.Fatal(err)\n\t}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go && \
go run .'

/bin/zsh -lc "rg --files -g 'main.go' -g 'PROJECT_BRIEF.md' -g 'README.md' -g 'AGENTS.md' -g 'AGENTS.override.md' | head -80"

/bin/zsh -lc "rg --files -g 'main.go' -g 'README*' -g 'PROJECT_BRIEF.md' -g 'AGENTS.md' -g 'AGENTS.override.md' -g 'go.mod' -g 'go.sum'"

/bin/zsh -lc 'cat main.go && \
cat AGENTS.override.md'

{
  "language": "go",
  "path": "main.go"
}

/bin/zsh -lc 'git diff -- main.go'

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go; git status --short'

{
  "auto_organize_imports": true,
  "body": "tmpl := template.Must(template.New(\"hello\").Parse(\"Hello World {{.}}\\n\"))\nif err := tmpl.Execute(os.Stdout, rand.Intn(100)); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'git status --short && \
git diff -- main.go go.mod go.sum'

/bin/zsh -lc 'go run .'

{
  "file": "main.go",
  "language": "go",
  "symbol": "main"
}

/bin/zsh -lc "pwd && \
rg --files -g 'main.go' -g 'go.mod' -g 'go.sum' -g 'AGENTS.md' -g 'AGENTS.override.md' | sort && \
git status --short -- main.go go.mod go.sum && \
cat main.go"

/bin/zsh -lc "pwd && \
rg --files -g 'main.go' -g 'PROJECT_BRIEF.md' -g 'AGENTS.md' -g 'AGENTS.override.md' -g 'README*' | head -80"

/bin/zsh -lc "cat go.mod && \
rg -n 'text/template|rand.Int|Hello World' . --glob '"'!go.sum'"' --glob '"'!go.mod'"'"

/bin/zsh -lc 'cat main.go && \
git status --short'

/bin/zsh -lc 'git diff -- main.go go.mod go.sum && \
git status --short -- main.go go.mod go.sum'

{
  "auto_organize_imports": true,
  "body": "tmpl := template.Must(template.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))\nif err := tmpl.Execute(os.Stdout, rand.Int()); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go && \
git status --short'

{
  "file": "main.go",
  "symbol": "main"
}

{
  "auto_organize_imports": true,
  "body": "tmpl := texttmpl.Must(texttmpl.New(\"greeting\").Parse(\"Hello World {{.}}\\n\"))\nif err := tmpl.Execute(os.Stdout, mathrand.Int()); err != nil {\n\tpanic(err)\n}",
  "file": "main.go",
  "symbol": "main"
}

{
  "add": [
    "mathrand math/rand",
    "texttmpl text/template"
  ],
  "file": "main.go",
  "remove": [
    "crypto/rand",
    "html/template"
  ]
}

{
  "command": "semantic_replace_body",
  "intent": "Implement a Go main function that renders a greeting with a random integer using text/template.",
  "interface": "mcp",
  "manual_touchups": "Follow-up semantic import organization was needed to select explicit package aliases.",
  "observed_result": "Automatic import resolution selected crypto/rand and html/template for ambiguous identifiers, introducing a call signature error and leaving the later explicit aliases unresolved.",
  "parameters": {
    "auto_organize_imports": true,
    "file": "main.go",
    "symbol": "main"
  },
  "target_context": "main.go",
  "unexpected_reason": "Import organization did not select the intended standard library packages for text/template and math/rand."
}

/bin/zsh -lc 'go run main.go && \
git diff -- main.go go.mod go.sum && \
git status --short'

{
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go'

/bin/zsh -lc "pwd && \
rg --files -g 'PROJECT_BRIEF.md' -g 'main.go' -g 'AGENTS.md' -g 'AGENTS.override.md' -g 'go.mod' -g 'README*'"

/bin/zsh -lc "cat main.go; rg --files -g 'PROJECT_BRIEF.md' -g 'README*' -g 'Makefile'"

{
  "file": "main.go",
  "symbol": "main"
}

{
  "auto_organize_imports": true,
  "body": "\ttmpl := template.Must(template.New(\"hello\").Parse(\"Hello World {{.}}\\n\"))\n\t_ = tmpl.Execute(os.Stdout, rand.Intn(100))",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc 'cat main.go'

{
  "add": [
    "text/template"
  ],
  "file": "main.go",
  "remove": [
    "html/template"
  ]
}

{
  "body": "\ttmpl := template.Must(template.New(\"hello\").Parse(\"Hello World {{.}}\\n\"))\n\tif err := tmpl.Execute(os.Stdout, rand.Intn(100)); err != nil {\n\t\tpanic(err)\n\t}",
  "file": "main.go",
  "symbol": "main"
}

/bin/zsh -lc "rg --files -g 'SUBOPTIMAL_TOOLS.md' -g 'Makefile' -g 'PROJECT_BRIEF.md'; cat main.go; git status --short"