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GPT-6.1 Sol (effort default (no reasoning-effort override) · thinking on) on Write a lexer, parser and evaluator for a small closure-based language from a 1-page spec

OGPT-6.1 Soldefault · thinking on · Codex CLI 0.163.0 (codex exec --json) · cloud · 2026-10-22 · by @bobsiopener

Trust 80%Fully autonomoussuccess · first try
Estimated cost
$0.09
Wall time
3m
Human step-ins
0
Outcome
Pass

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Summary

Exact prompt

# Task: write an interpreter for the Tiny language Implement `run(source)` and `TinyError` in `tiny.py` exactly as specified in `SPEC.md` (lexer, parser, evaluator). Python standard library only. Programs in the grader are small but exercise every rule, including error messages and their line numbers. Deep recursion up to the specified limit must work without crashing Python. No network.

Precedence incl. prefix not below comparisons, non-associative comparisons, truncating division with dividend-signed modulo, short-circuit operand values, block scoping vs. assignment, closures by reference, recursion depth limit without crashing Python, and exact error kinds with line numbers. Original benchmark task written for usecaserank.com. Headless, offline run on a reproducible fixture. Cost shown is a list-price API-equivalent estimate (run on a ChatGPT subscription, not billed).

Success criteria: 1. All 29 hidden unittest cases pass (120 s cap): 12 programs with exact printed output and 17 error programs raising TinyError with the right message and 'line N: ' prefix.

Setup notes: Use Case Scout batch6 case f08-tiny-interpreter (offline fixture). Prepared with batch6/prepare.sh on the shared box; only TASK.md + starting files were copied to the agent machine, hidden key/tests stayed on the box. Prompt = TASK.md verbatim on stdin. Flags: --json -s workspace-write --skip-git-repo-check --ephemeral --ignore-user-config --ignore-rules -C <workdir>. Scored on the box with the scout's scorer: `python score.py WORKDIR KEYDIR`. Single run, no retries. User-level AGENTS.md (846 bytes, sha256 83ec4fe50da8) may have been in context; --ignore-user-config does not document excluding it. Serving model not confirmed: requested via -m; the event log does not echo the serving model id. Price source is secondary (pricing.json verification='secondary', https://www.actuia.com/en/news/ai-api-pricing-in-october-2026-050-to-50-for-output/), not an official OpenAI price page. Score: 29/29. Cost is an ESTIMATE: measured tokens x pricing.json list price (ChatGPT plan, nothing billed); input_tokens include cached reads; output_tokens include reasoning tokens. Tool calls 5 (2 failed, recovered). Single run.

Estimated cost List-price estimate; not actually billed.

Metrics

Estimated cost
$0.09
Wall time
3m
Human step-ins
0
Turns
1
Model usage
ModelInput tokOutput tokCost
OGPT-6.1 Solopenai/gpt-6.1-soleffort default (no reasoning-effort override) · thinking on108,4695,434$0.09

Reproduce this run

  1. Use the use case prompt on the use case page.
  2. Same setup: GPT-6.1 Sol (openai/gpt-6.1-sol, effort default (no reasoning-effort override) · thinking on) via Codex CLI 0.163.0 (codex exec --json), cloud.
  3. It counts as a success only if it meets every success criterion: 1. All 29 hidden unittest cases pass (120 s cap): 12 programs with exact printed output and 17 error programs raising TinyError with the right message and 'line N: ' prefix.
  4. Log model, tokens, wall time, human step-ins and the evidence log, then submit it as a reproduction. A different model? Submit a head-to-head rerun.

How runs are scored: Methodology.

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Automated checks

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Evidence log
{"type": "thread.started", "thread_id": "01a1643d-40b0-7182-92b9-eb3ee43a5775"}
{"type": "turn.started"}
{"type": "item.completed", "item": {"id": "item_0", "type": "agent_message", "text": "I\u2019ll read the spec and existing files, implement the interpreter, then check its behavior and error messages locally.\n"}}
{"type": "item.started", "item": {"id": "item_1", "type": "command_execution", "command": "/bin/bash -lc \"pwd && rg --files -g 'SPEC.md' -g 'tiny.py' -g 'AGENTS.md' -g '*test*'\"", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
{"type": "item.completed", "item": {"id": "item_1", "type": "command_execution", "command": "/bin/bash -lc \"pwd && rg --files -g 'SPEC.md' -g 'tiny.py' -g 'AGENTS.md' -g '*test*'\"", "aggregated_output": "/home/bob/usecase-runs/batch/out/gpt-6.1-sol/176_f08/work\nSPEC.md\ntiny.py\n", "exit_code": 0, "status": "completed"}}
{"type": "item.started", "item": {"id": "item_2", "type": "command_execution", "command": "/bin/bash -lc 'cat SPEC.md tiny.py'", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
{"type": "item.completed", "item": {"id": "item_2", "type": "command_execution", "command": "/bin/bash -lc 'cat SPEC.md tiny.py'", "aggregated_output": "# Tiny language\n`run(source: str) -> list[str]` executes a program and returns one string per executed `print` (the printed value, which may itself contain newlines). Errors raise `TinyError` whose message is `line N: ` followed by the error text shown in backticks below, verbatim (e.g. `line 3: division by zero`, `line 2: undefined variable b`); extra detail may follow the text. N is 1-based: for runtime errors it is the line of the operator, name, assignment, declaration, call or `return` that fails - inside a function body that is the line in the body, not the line of the outer call.\n## Lexical\n- Statements end at a newline or `;`. Blank lines and `#` comments (to end of line) are ignored. Newlines inside `( )` are ignored.\n- Integers: decimal digits (arbitrary size). Strings: `\"...\"` with escapes `\\\"`, `\\\\`, `\\n`. Identifiers: `[A-Za-z_][A-Za-z0-9_]*`. Keywords: `let fn return if else while print true false nil and or not`.\n## Statements\n- `let NAME = expr` declares in the current scope (re-declaring in the same scope is an error: `already declared`).\n- `NAME = expr` assigns to the nearest existing variable (error `undefined variable NAME` if none).\n- `print expr`\n- `if expr { ... } else if expr { ... } else { ... }` (else parts optional), `while expr { ... }`. Each `{ }` block is a new scope; a `while` body gets a fresh scope on every iteration (so `let` inside a loop body works on every iteration). `{` must be on the same line as `if`/`while`/`else`; `}` may be followed by `else` on the same line.\n- `fn NAME(a, b) { ... }` declares a function in the current scope (it may call itself recursively). `return expr` / bare `return` (returns nil). A function without return returns nil. `return` outside a function: error `return outside function`.\n- An expression statement (e.g. a call) is allowed.\n## Expressions (lowest to highest precedence)\n1. `or`, 2. `and` (short-circuit, return the deciding operand value), 3. `not` (prefix), 4. comparisons `== != < <= > >=` (non-associative: `a < b < c` is a syntax error), 5. `+ -`, 6. `* / %`, 7. unary `-`, 8. call `f(args)` and primary: literal, name, `( expr )`, anonymous function `fn(a) { ... }`.\n- Integer `/` truncates toward zero; `%` result has the sign of the dividend (`-7 % 3 == -1`). Division/modulo by zero: error `division by zero`.\n- `+` on two strings concatenates; `*` of string and non-negative int (either order) repeats. Other mixed types for arithmetic or `<`/`>`/etc.: error `type error`. `<` etc. work on two ints or two strings. `==`/`!=` work on any values (different types are unequal; functions equal only to themselves).\n- Truthiness: only `false` and `nil` are falsy.\n- Functions are first-class closures capturing variables by reference (lexical scoping). Calling a non-function: `type error`. Wrong number of arguments: `arity mismatch`. At most 200 nested function calls may be active; the call that would make it 201 fails with `stack overflow` (reported at that call's line).\n## print format\nints in decimal, strings raw, `true`, `false`, `nil`, functions as `<fn NAME>` (`<fn>` for anonymous).\nSyntax errors: message `line N: syntax error` (any detail may follow; N is the line of the offending token, for unexpected end of input any line is accepted).\n\"\"\"Tiny interpreter - implement per SPEC.md\"\"\"\nclass TinyError(Exception):\n    pass\n\ndef run(source):\n    raise NotImplementedError\n", "exit_code": 0, "status": "completed"}}
{"type": "item.started", "item": {"id": "item_3", "type": "command_execution", "command": "/bin/bash -lc \"cat > tiny.py <<'PY'\n\\\"\\\"\\\"A lexer, parser, and stack-independent evaluator for Tiny.\\\"\\\"\\\"\nimport re\nimport sys\n\n\nclass TinyError(Exception):\n    pass\n\n\ndef _error(line, message):\n    raise TinyError(f\\\"line {line}: {message}\\\")\n\n\ndef _lex(source):\n    tokens = []\n    i, line, parens = 0, 1, 0\n    while i < len(source):\n        c = source[i]\n        if c in ' \\\\t\\\\r':\n            i += 1\n        elif c == '#':\n            while i < len(source) and source[i] \"'!= '\"'\\\\n':\n                i += 1\n        elif c == '\\\\n':\n            if not parens:\n                tokens.append(('sep', c, line))\n            line += 1\n            i += 1\n        elif c == ';':\n            tokens.append(('sep', c, line))\n            i += 1\n        elif c == '\\\"':\n            start = line\n            i += 1\n            chars = []\n            while i < len(source) and source[i] \"'!= '\"'\\\"':\n                c = source[i]\n                if c == '\\\\n':\n                    _error(line, 'syntax error')\n                if c == '\\\\\\\\':\n                    i += 1\n                    if i == len(source) or source[i] not in '\\\"\\\\\\\\n':\n                        _error(line, 'syntax error')\n                    c = {'n': '\\\\n', '\\\"': '\\\"', '\\\\\\\\': '\\\\\\\\'}[source[i]]\n                chars.append(c)\n                i += 1\n            if i == len(source):\n                _error(start, 'syntax error')\n            i += 1\n            tokens.append(('string', ''.join(chars), start))\n        elif '0' <= c <= '9':\n            j = i\n            while i < len(source) and '0' <= source[i] <= '9':\n                i += 1\n            # Convert in chunks to support arbitrary-size literals on Python 3.11+.\n            value = 0\n            for k in range(j, i, 500):\n                chunk = source[k:min(k + 500, i)]\n                value = value * 10 ** len(chunk) + int(chunk)\n            tokens.append(('int', value, line))\n        elif c.isascii() and (c.isalpha() or c == '_'):\n            m = re.match(r'[A-Za-z_][A-Za-z0-9_]*', source[i:])\n            word = m.group()\n            kind = word if word in 'let fn return if else while print true false nil and or not'.split() else 'name'\n            tokens.append((kind, word, line))\n            i += len(word)\n        else:\n            op = source[i:i + 2]\n            if op in ('==', '\"'!='\"', '<=', '>='):\n                i += 2\n            elif c in '+-*/%<>=(){},':\n                op = c\n                i += 1\n            else:\n                _error(line, 'syntax error')\n            if op == '(':\n                parens += 1\n            elif op == ')':\n                parens -= 1\n                if parens < 0:\n                    _error(line, 'syntax error')\n            tokens.append((op, op, line))\n    tokens.append(('eof', None, line))\n    return tokens\n\n\nclass _Parser:\n    def __init__(self, tokens):\n        self.tokens, self.i = tokens, 0\n\n    def peek(self):\n        return self.tokens[self.i][0]\n\n    def take(self, kind=None):\n        token = [REDACTED:secret_assignment]        if kind is not None and token[0] \"'!= kind:\n            _error(token[2], '\"'syntax error')\n        self.i += 1\n        return token\n\n    def separators(self):\n        while self.peek() == 'sep':\n            self.take()\n\n    def program(self, end='eof'):\n        nodes = []\n        self.separators()\n        while self.peek() \"'!= end:\n            if self.peek() == '\"'eof':\n                self.take(end)\n            nodes.append(self.statement())\n            if self.peek() not in ('sep', end):\n                _error(self.tokens[self.i][2], 'syntax error')\n            self.separators()\n        return ('block', 1, nodes)\n\n    def block(self):\n        self.take('{')\n        body = self.program('}')\n        self.take('}')\n        return body\n\n    def function(self, line, name=None):\n        self.take('(')\n        params = []\n        if self.peek() \"'!= '\"')':\n            while True:\n                t = self.take('name')\n                if t[1] in params:\n                    _error(t[2], 'syntax error')\n                params.append(t[1])\n                if self.peek() \"'!= '\"',':\n                    break\n                self.take(',')\n        self.take(')')\n        return ('fn', line, name, params, self.block())\n\n    def conditional(self):\n        t = self.take('if')\n        cond = self.expr()\n        yes = self.block()\n        no = None\n        if self.peek() == 'else':\n            self.take()\n            no = self.conditional() if self.peek() == 'if' else self.block()\n        return ('if', t[2], cond, yes, no)\n\n    def statement(self):\n        kind = self.peek()\n        if kind == 'if':\n            return self.conditional()\n        if kind == 'while':\n            t = self.take()\n            cond = self.expr()\n            return ('while', t[2], cond, self.block())\n        if kind == 'fn' and self.tokens[self.i + 1][0] == 'name':\n            t = self.take()\n            name = self.take('name')[1]\n            return ('let', t[2], name, self.function(t[2], name))\n        if kind == 'let':\n            t = self.take()\n            name = self.take('name')[1]\n            self.take('=')\n            return ('let', t[2], name, self.expr())\n        if kind == 'name' and self.tokens[self.i + 1][0] == '=':\n            t = self.take()\n            self.take('=')\n            return ('assign', t[2], t[1], self.expr())\n        if kind in ('print', 'return'):\n            t = self.take()\n            expr = ('literal', t[2], None) if kind == 'return' and self.peek() in ('sep', '}', 'eof') else self.expr()\n            return (kind, t[2], expr)\n        return self.expr()\n\n    def expr(self, minimum=0):\n        t = self.take()\n        kind, value, line = t\n        if kind in ('int', 'string', 'true', 'false', 'nil'):\n            left = ('literal', line, {'true': True, 'false': False, 'nil': None}.get(kind, value))\n        elif kind == 'name':\n            left = ('name', line, value)\n        elif kind in ('-', 'not'):\n            left = ('unary', line, kind, self.expr(7 if kind == '-' else 3))\n        elif kind == '(':\n            left = self.expr()\n            self.take(')')\n        elif kind == 'fn':\n            left = self.function(line)\n        else:\n            _error(line, 'syntax error')\n        comparisons = ('==', '\"'!='\"', '<', '<=', '>', '>=')\n        precedence = {'or': 1, 'and': 2, **dict.fromkeys(comparisons, 4), '+': 5, '-': 5, '*': 6, '/': 6, '%': 6}\n        compared = False\n        while True:\n            op = self.peek()\n            if op == '(' and minimum <= 8:\n                call = self.take()\n                args = []\n                if self.peek() \"'!= '\"')':\n                    while True:\n                        args.append(self.expr())\n                        if self.peek() \"'!= '\"',':\n                            break\n                        self.take(',')\n                self.take(')')\n                left = ('call', call[2], left, args)\n                continue\n            p = precedence.get(op, -1)\n            if p < minimum:\n                break\n            token = [REDACTED:secret_assignment]            if op in comparisons:\n                if compared:\n                    _error(token[2], 'syntax error')\n                compared = True\n            left = ('binary', token[2], op, left, self.expr(p + 1))\n        return left\n\n\nclass _Env:\n    def __init__(self, parent=None):\n        self.parent, self.values = parent, {}\n\n    def find(self, name, line):\n        env = self\n        while env is not None:\n            if name in env.values:\n                return env\n            env = env.parent\n        _error(line, 'undefined variable ' + name)\n\n\nclass _Function:\n    def __init__(self, name, params, body, env):\n        self.name, self.params, self.body, self.env = name, params, body, env\n\n\nclass _Return:\n    def __init__(self, value):\n        self.value = value\n\n\ndef _truth(value):\n    return value is not None and value is not False\n\n\ndef _format(value):\n    if value is None:\n        return 'nil'\n    if type(value) is bool:\n        return 'true' if value else 'false'\n    if isinstance(value, _Function):\n        return '<fn' + (' ' + value.name if value.name else '') + '>'\n    if type(value) is int:\n        # Avoid the decimal conversion digit limit without changing process settings.\n        if value == 0:\n            return '0'\n        sign = '-' if value < 0 else ''\n        value = abs(value)\n        chunks = []\n        while value:\n            value, remainder = divmod(value, 10 ** 500)\n            chunks.append(remainder)\n        return sign + str(chunks[-1]) + ''.join(str(c).zfill(500) for c in reversed(chunks[:-1]))\n    return value\n\n\ndef _binary(op, a, b, line):\n    ints = type(a) is int and type(b) is int\n    strings = type(a) is str and type(b) is str\n    if op in ('==', '\"'!='\"'):\n        equal = type(a) is type(b) and a == b\n        return equal if op == '==' else not equal\n    if op in ('<', '<=', '>', '>=') and (ints or strings):\n        return {'<': lambda: a < b, '<=': lambda: a <= b, '>': lambda: a > b, '>=': lambda: a >= b}[op]()\n    if op == '+' and (ints or strings):\n        return a + b\n    if op == '*':\n        if ints:\n            return a * b\n        if type(a) is str and type(b) is int and b >= 0:\n            return a * b\n        if type(b) is str and type(a) is int and a >= 0:\n            return b * a\n    if ints:\n        if op == '-':\n            return a - b\n        if op in ('/', '%'):\n            if b == 0:\n                _error(line, 'division by zero')\n            q = abs(a) // abs(b)\n            if (a < 0) \"'!= (b < 0):\n                q = -q\n            return q if op == '\"'/' else a - q * b\n    _error(line, 'type error')\n\n\ndef run(source):\n    tree = _Parser(_lex(source)).program()\n    output = []\n    active = 0\n\n    def evaluate(node, env):\n        nonlocal active\n        kind, line, *parts = node\n        if kind == 'literal':\n            return parts[0]\n        if kind == 'name':\n            return env.find(parts[0], line).values[parts[0]]\n        if kind == 'fn':\n            return _Function(*parts, env)\n        if kind == 'block':\n            for statement in parts[0]:\n                result = yield statement, env\n                if isinstance(result, _Return):\n                    return result\n            return None\n        if kind in ('let', 'assign'):\n            name, expr = parts\n            if kind == 'let':\n                if name in env.values:\n                    _error(line, 'already declared')\n                target = env\n            else:\n                target = env.find(name, line)\n            value = yield expr, env\n            target.values[name] = value\n            return None\n        if kind in ('print', 'return'):\n            if kind == 'return' and active == 0:\n                _error(line, 'return outside function')\n            value = yield parts[0], env\n            if kind == 'return':\n                return _Return(value)\n            output.append(_format(value))\n            return None\n        if kind == 'if':\n            cond, yes, no = parts\n            value = yield cond, env\n            branch = yes if _truth(value) else no\n            if branch is not None:\n                return (yield branch, _Env(env))\n            return None\n        if kind == 'while':\n            cond, body = parts\n            while _truth((yield cond, env)):\n                result = yield body, _Env(env)\n                if isinstance(result, _Return):\n                    return result\n            return None\n        if kind == 'unary':\n            op, expr = parts\n            value = yield expr, env\n            if op == 'not':\n                return not _truth(value)\n            if type(value) is not int:\n                _error(line, 'type error')\n            return -value\n        if kind == 'binary':\n            op, left, right = parts\n            a = yield left, env\n            if op == 'and' and not _truth(a) or op == 'or' and _truth(a):\n                return a\n            b = yield right, env\n            return b if op in ('and', 'or') else _binary(op, a, b, line)\n        if kind == 'call':\n            callee, args = parts\n            fn = yield callee, env\n            values = []\n            for arg in args:\n                values.append((yield arg, env))\n            if not isinstance(fn, _Function):\n                _error(line, 'type error')\n            if len(values) \"'!= len(fn.params):\n                _error(line, '\"'arity mismatch')\n            if active >= 200:\n                _error(line, 'stack overflow')\n            scope = _Env(fn.env)\n            scope.values.update(zip(fn.params, values))\n            active += 1\n            result = yield fn.body, scope\n            active -= 1\n            return result.value if isinstance(result, _Return) else None\n\n    # Each generator suspends at child evaluation; Python's call stack stays flat.\n    stack = [evaluate(tree, _Env())]\n    value = None\n    while stack:\n        try:\n            node, env = stack[-1].send(value)\n        except StopIteration as done:\n            stack.pop()\n            value = done.value\n        else:\n            stack.append(evaluate(node, env))\n            value = None\n    return output\nPY\npython -m py_compile tiny.py\"", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
{"type": "item.completed", "item": {"id": "item_3", "type": "command_execution", "command": "/bin/bash -lc \"cat > tiny.py <<'PY'\n\\\"\\\"\\\"A lexer, parser, and stack-independent evaluator for Tiny.\\\"\\\"\\\"\nimport re\nimport sys\n\n\nclass TinyError(Exception):\n    pass\n\n\ndef _error(line, message):\n    raise TinyError(f\\\"line {line}: {message}\\\")\n\n\ndef _lex(source):\n    tokens = []\n    i, line, parens = 0, 1, 0\n    while i < len(source):\n        c = source[i]\n        if c in ' \\\\t\\\\r':\n            i += 1\n        elif c == '#':\n            while i < len(source) and source[i] \"'!= '\"'\\\\n':\n                i += 1\n        elif c == '\\\\n':\n            if not parens:\n                tokens.append(('sep', c, line))\n            line += 1\n            i += 1\n        elif c == ';':\n            tokens.append(('sep', c, line))\n            i += 1\n        elif c == '\\\"':\n            start = line\n            i += 1\n            chars = []\n            while i < len(source) and source[i] \"'!= '\"'\\\"':\n                c = source[i]\n                if c == '\\\\n':\n                    _error(line, 'syntax error')\n                if c == '\\\\\\\\':\n                    i += 1\n                    if i == len(source) or source[i] not in '\\\"\\\\\\\\n':\n                        _error(line, 'syntax error')\n                    c = {'n': '\\\\n', '\\\"': '\\\"', '\\\\\\\\': '\\\\\\\\'}[source[i]]\n                chars.append(c)\n                i += 1\n            if i == len(source):\n                _error(start, 'syntax error')\n            i += 1\n            tokens.append(('string', ''.join(chars), start))\n        elif '0' <= c <= '9':\n            j = i\n            while i < len(source) and '0' <= source[i] <= '9':\n                i += 1\n            # Convert in chunks to support arbitrary-size literals on Python 3.11+.\n            value = 0\n            for k in range(j, i, 500):\n                chunk = source[k:min(k + 500, i)]\n                value = value * 10 ** len(chunk) + int(chunk)\n            tokens.append(('int', value, line))\n        elif c.isascii() and (c.isalpha() or c == '_'):\n            m = re.match(r'[A-Za-z_][A-Za-z0-9_]*', source[i:])\n            word = m.group()\n            kind = word if word in 'let fn return if else while print true false nil and or not'.split() else 'name'\n            tokens.append((kind, word, line))\n            i += len(word)\n        else:\n            op = source[i:i + 2]\n            if op in ('==', '\"'!='\"', '<=', '>='):\n                i += 2\n            elif c in '+-*/%<>=(){},':\n                op = c\n                i += 1\n            else:\n                _error(line, 'syntax error')\n            if op == '(':\n                parens += 1\n            elif op == ')':\n                parens -= 1\n                if parens < 0:\n                    _error(line, 'syntax error')\n            tokens.append((op, op, line))\n    tokens.append(('eof', None, line))\n    return tokens\n\n\nclass _Parser:\n    def __init__(self, tokens):\n        self.tokens, self.i = tokens, 0\n\n    def peek(self):\n        return self.tokens[self.i][0]\n\n    def take(self, kind=None):\n        token = [REDACTED:secret_assignment]        if kind is not None and token[0] \"'!= kind:\n            _error(token[2], '\"'syntax error')\n        self.i += 1\n        return token\n\n    def separators(self):\n        while self.peek() == 'sep':\n            self.take()\n\n    def program(self, end='eof'):\n        nodes = []\n        self.separators()\n        while self.peek() \"'!= end:\n            if self.peek() == '\"'eof':\n                self.take(end)\n            nodes.append(self.statement())\n            if self.peek() not in ('sep', end):\n                _error(self.tokens[self.i][2], 'syntax error')\n            self.separators()\n        return ('block', 1, nodes)\n\n    def block(self):\n        self.take('{')\n        body = self.program('}')\n        self.take('}')\n        return body\n\n    def function(self, line, name=None):\n        self.take('(')\n        params = []\n        if self.peek() \"'!= '\"')':\n            while True:\n                t = self.take('name')\n                if t[1] in params:\n                    _error(t[2], 'syntax error')\n                params.append(t[1])\n                if self.peek() \"'!= '\"',':\n                    break\n                self.take(',')\n        self.take(')')\n        return ('fn', line, name, params, self.block())\n\n    def conditional(self):\n        t = self.take('if')\n        cond = self.expr()\n        yes = self.block()\n        no = None\n        if self.peek() == 'else':\n            self.take()\n            no = self.conditional() if self.peek() == 'if' else self.block()\n        return ('if', t[2], cond, yes, no)\n\n    def statement(self):\n        kind = self.peek()\n        if kind == 'if':\n            return self.conditional()\n        if kind == 'while':\n            t = self.take()\n            cond = self.expr()\n            return ('while', t[2], cond, self.block())\n        if kind == 'fn' and self.tokens[self.i + 1][0] == 'name':\n            t = self.take()\n            name = self.take('name')[1]\n            return ('let', t[2], name, self.function(t[2], name))\n        if kind == 'let':\n            t = self.take()\n            name = self.take('name')[1]\n            self.take('=')\n            return ('let', t[2], name, self.expr())\n        if kind == 'name' and self.tokens[self.i + 1][0] == '=':\n            t = self.take()\n            self.take('=')\n            return ('assign', t[2], t[1], self.expr())\n        if kind in ('print', 'return'):\n            t = self.take()\n            expr = ('literal', t[2], None) if kind == 'return' and self.peek() in ('sep', '}', 'eof') else self.expr()\n            return (kind, t[2], expr)\n        return self.expr()\n\n    def expr(self, minimum=0):\n        t = self.take()\n        kind, value, line = t\n        if kind in ('int', 'string', 'true', 'false', 'nil'):\n            left = ('literal', line, {'true': True, 'false': False, 'nil': None}.get(kind, value))\n        elif kind == 'name':\n            left = ('name', line, value)\n        elif kind in ('-', 'not'):\n            left = ('unary', line, kind, self.expr(7 if kind == '-' else 3))\n        elif kind == '(':\n            left = self.expr()\n            self.take(')')\n        elif kind == 'fn':\n            left = self.function(line)\n        else:\n            _error(line, 'syntax error')\n        comparisons = ('==', '\"'!='\"', '<', '<=', '>', '>=')\n        precedence = {'or': 1, 'and': 2, **dict.fromkeys(comparisons, 4), '+': 5, '-': 5, '*': 6, '/': 6, '%': 6}\n        compared = False\n        while True:\n            op = self.peek()\n            if op == '(' and minimum <= 8:\n                call = self.take()\n                args = []\n                if self.peek() \"'!= '\"')':\n                    while True:\n                        args.append(self.expr())\n                        if self.peek() \"'!= '\"',':\n                            break\n                        self.take(',')\n                self.take(')')\n                left = ('call', call[2], left, args)\n                continue\n            p = precedence.get(op, -1)\n            if p < minimum:\n                break\n            token = [REDACTED:secret_assignment]            if op in comparisons:\n                if compared:\n                    _error(token[2], 'syntax error')\n                compared = True\n            left = ('binary', token[2], op, left, self.expr(p + 1))\n        return left\n\n\nclass _Env:\n    def __init__(self, parent=None):\n        self.parent, self.values = parent, {}\n\n    def find(self, name, line):\n        env = self\n        while env is not None:\n            if name in env.values:\n                return env\n            env = env.parent\n        _error(line, 'undefined variable ' + name)\n\n\nclass _Function:\n    def __init__(self, name, params, body, env):\n        self.name, self.params, self.body, self.env = name, params, body, env\n\n\nclass _Return:\n    def __init__(self, value):\n        self.value = value\n\n\ndef _truth(value):\n    return value is not None and value is not False\n\n\ndef _format(value):\n    if value is None:\n        return 'nil'\n    if type(value) is bool:\n        return 'true' if value else 'false'\n    if isinstance(value, _Function):\n        return '<fn' + (' ' + value.name if value.name else '') + '>'\n    if type(value) is int:\n        # Avoid the decimal conversion digit limit without changing process settings.\n        if value == 0:\n            return '0'\n        sign = '-' if value < 0 else ''\n        value = abs(value)\n        chunks = []\n        while value:\n            value, remainder = divmod(value, 10 ** 500)\n            chunks.append(remainder)\n        return sign + str(chunks[-1]) + ''.join(str(c).zfill(500) for c in reversed(chunks[:-1]))\n    return value\n\n\ndef _binary(op, a, b, line):\n    ints = type(a) is int and type(b) is int\n    strings = type(a) is str and type(b) is str\n    if op in ('==', '\"'!='\"'):\n        equal = type(a) is type(b) and a == b\n        return equal if op == '==' else not equal\n    if op in ('<', '<=', '>', '>=') and (ints or strings):\n        return {'<': lambda: a < b, '<=': lambda: a <= b, '>': lambda: a > b, '>=': lambda: a >= b}[op]()\n    if op == '+' and (ints or strings):\n        return a + b\n    if op == '*':\n        if ints:\n            return a * b\n        if type(a) is str and type(b) is int and b >= 0:\n            return a * b\n        if type(b) is str and type(a) is int and a >= 0:\n            return b * a\n    if ints:\n        if op == '-':\n            return a - b\n        if op in ('/', '%'):\n            if b == 0:\n                _error(line, 'division by zero')\n            q = abs(a) // abs(b)\n            if (a < 0) \"'!= (b < 0):\n                q = -q\n            return q if op == '\"'/' else a - q * b\n    _error(line, 'type error')\n\n\ndef run(source):\n    tree = _Parser(_lex(source)).program()\n    output = []\n    active = 0\n\n    def evaluate(node, env):\n        nonlocal active\n        kind, line, *parts = node\n        if kind == 'literal':\n            return parts[0]\n        if kind == 'name':\n            return env.find(parts[0], line).values[parts[0]]\n        if kind == 'fn':\n            return _Function(*parts, env)\n        if kind == 'block':\n            for statement in parts[0]:\n                result = yield statement, env\n                if isinstance(result, _Return):\n                    return result\n            return None\n        if kind in ('let', 'assign'):\n            name, expr = parts\n            if kind == 'let':\n                if name in env.values:\n                    _error(line, 'already declared')\n                target = env\n            else:\n                target = env.find(name, line)\n            value = yield expr, env\n            target.values[name] = value\n            return None\n        if kind in ('print', 'return'):\n            if kind == 'return' and active == 0:\n                _error(line, 'return outside function')\n            value = yield parts[0], env\n            if kind == 'return':\n                return _Return(value)\n            output.append(_format(value))\n            return None\n        if kind == 'if':\n            cond, yes, no = parts\n            value = yield cond, env\n            branch = yes if _truth(value) else no\n            if branch is not None:\n                return (yield branch, _Env(env))\n            return None\n        if kind == 'while':\n            cond, body = parts\n            while _truth((yield cond, env)):\n                result = yield body, _Env(env)\n                if isinstance(result, _Return):\n                    return result\n            return None\n        if kind == 'unary':\n            op, expr = parts\n            value = yield expr, env\n            if op == 'not':\n                return not _truth(value)\n            if type(value) is not int:\n                _error(line, 'type error')\n            return -value\n        if kind == 'binary':\n            op, left, right = parts\n            a = yield left, env\n            if op == 'and' and not _truth(a) or op == 'or' and _truth(a):\n                return a\n            b = yield right, env\n            return b if op in ('and', 'or') else _binary(op, a, b, line)\n        if kind == 'call':\n            callee, args = parts\n            fn = yield callee, env\n            values = []\n            for arg in args:\n                values.append((yield arg, env))\n            if not isinstance(fn, _Function):\n                _error(line, 'type error')\n            if len(values) \"'!= len(fn.params):\n                _error(line, '\"'arity mismatch')\n            if active >= 200:\n                _error(line, 'stack overflow')\n            scope = _Env(fn.env)\n            scope.values.update(zip(fn.params, values))\n            active += 1\n            result = yield fn.body, scope\n            active -= 1\n            return result.value if isinstance(result, _Return) else None\n\n    # Each generator suspends at child evaluation; Python's call stack stays flat.\n    stack = [evaluate(tree, _Env())]\n    value = None\n    while stack:\n        try:\n            node, env = stack[-1].send(value)\n        except StopIteration as done:\n            stack.pop()\n            value = done.value\n        else:\n            stack.append(evaluate(node, env))\n            value = None\n    return output\nPY\npython -m py_compile tiny.py\"", "aggregated_output": "/bin/bash: line 400: python: command not found\n", "exit_code": 127, "status": "failed"}}
{"type": "item.completed", "item": {"id": "item_4", "type": "agent_message", "text": "The implementation is in place. Function calls use an explicit evaluation stack to support 200 active calls without hitting Python\u2019s recursion limit. I\u2019m checking closures, precedence, error lines, and the call limit now.\n"}}
{"type": "item.started", "item": {"id": "item_5", "type": "command_execution", "command": "/bin/bash -lc \"python3 - <<'PY'\nfrom tiny import run, TinyError\ncases = [\n('print 1+2*3\\\\nprint not 1 < 2\\\\nprint -7/3\\\\nprint -7%3', ['7','false','-2','-1']),\n('fn f(n) {\\\\nif n == 0 { return 1 }\\\\nreturn n*f(n-1)\\\\n}\\\\nprint f(6)', ['720']),\n('fn f(n) {\\\\nif n == 0 { return 0 }\\\\nreturn f(n-1)\\\\n}\\\\nprint f(199)', ['0']),\n('let a = 1\\\\nlet f = fn() { return a }\\\\na = 2\\\\nprint f()', ['2']),\n('let i=0\\\\nwhile i<3 {\\\\nlet x=i\\\\nprint x\\\\ni=i+1\\\\n}', ['0','1','2']),\n('print 0 or 2\\\\nprint \\\"\\\" and 3\\\\nprint true == 1\\\\nprint \\\"a\\\"*3', ['0','3','false','aaa']),\n('fn outer(x) {\\\\nreturn fn(y) { x=x+y; return x }\\\\n}\\\\nlet f=outer(1)\\\\nprint f(2)\\\\nprint f(3)', ['3','6']),\n]\nfor source, expected in cases:\n    actual = run(source)\n    assert actual == expected, (source, actual, expected)\nerrors = [\n('fn f(n) {\\\\nif n==0 { return 0 }\\\\nreturn f(n-1)\\\\n}\\\\nprint f(200)', 'line 3: stack overflow'),\n('print 1\\\\nprint 2/0', 'line 2: division by zero'),\n('fn f() {\\\\nreturn missing\\\\n}\\\\nf()', 'line 2: undefined variable missing'),\n('return 1', 'line 1: return outside function'),\n('let a=1\\\\nlet a=2', 'line 2: already declared'),\n('print true+1', 'line 1: type error'),\n('print 1<2<3', 'line 1: syntax error'),\n('if true\\\\n{ print 1 }', 'line 1: syntax error'),\n]\nfor source, expected in errors:\n    try: run(source)\n    except TinyError as error: assert str(error) == expected, (str(error), expected)\n    else: raise AssertionError(source)\nlarge='9'*5000\nassert run('print '+large)==[large]\nprint('All focused checks passed')\nPY\"", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
{"type": "item.completed", "item": {"id": "item_5", "type": "command_execution", "command": "/bin/bash -lc \"python3 - <<'PY'\nfrom tiny import run, TinyError\ncases = [\n('print 1+2*3\\\\nprint not 1 < 2\\\\nprint -7/3\\\\nprint -7%3', ['7','false','-2','-1']),\n('fn f(n) {\\\\nif n == 0 { return 1 }\\\\nreturn n*f(n-1)\\\\n}\\\\nprint f(6)', ['720']),\n('fn f(n) {\\\\nif n == 0 { return 0 }\\\\nreturn f(n-1)\\\\n}\\\\nprint f(199)', ['0']),\n('let a = 1\\\\nlet f = fn() { return a }\\\\na = 2\\\\nprint f()', ['2']),\n('let i=0\\\\nwhile i<3 {\\\\nlet x=i\\\\nprint x\\\\ni=i+1\\\\n}', ['0','1','2']),\n('print 0 or 2\\\\nprint \\\"\\\" and 3\\\\nprint true == 1\\\\nprint \\\"a\\\"*3', ['0','3','false','aaa']),\n('fn outer(x) {\\\\nreturn fn(y) { x=x+y; return x }\\\\n}\\\\nlet f=outer(1)\\\\nprint f(2)\\\\nprint f(3)', ['3','6']),\n]\nfor source, expected in cases:\n    actual = run(source)\n    assert actual == expected, (source, actual, expected)\nerrors = [\n('fn f(n) {\\\\nif n==0 { return 0 }\\\\nreturn f(n-1)\\\\n}\\\\nprint f(200)', 'line 3: stack overflow'),\n('print 1\\\\nprint 2/0', 'line 2: division by zero'),\n('fn f() {\\\\nreturn missing\\\\n}\\\\nf()', 'line 2: undefined variable missing'),\n('return 1', 'line 1: return outside function'),\n('let a=1\\\\nlet a=2', 'line 2: already declared'),\n('print true+1', 'line 1: type error'),\n('print 1<2<3', 'line 1: syntax error'),\n('if true\\\\n{ print 1 }', 'line 1: syntax error'),\n]\nfor source, expected in errors:\n    try: run(source)\n    except TinyError as error: assert str(error) == expected, (str(error), expected)\n    else: raise AssertionError(source)\nlarge='9'*5000\nassert run('print '+large)==[large]\nprint('All focused checks passed')\nPY\"", "aggregated_output": "All focused checks passed\n", "exit_code": 0, "status": "completed"}}
{"type": "item.started", "item": {"id": "item_6", "type": "command_execution", "command": "/bin/bash -lc \"python3 - <<'PY'\np='tiny.py'\ns=open(p).read().replace('import sys\\\\n','')\ns=s.replace(\\\"        no = None\\\\n        if self.peek() == 'else':\\\", \\\"        no = None\\\\n        # An else can follow the closing brace after physical newlines.\\\\n        look = self.i\\\\n        while self.tokens[look][0] == 'sep' and self.tokens[look][1] == '\\\\\\\\n':\\\\n            look += 1\\\\n        if self.tokens[look][0] == 'else':\\\\n            self.i = look\\\\n        if self.peek() == 'else':\\\")\nopen(p,'w').write(s)\nPY\npython3 - <<'PY'\nfrom tiny import run, TinyError\nassert run('if false { print 1 }\\\\nelse if false { print 2 }\\\\nelse { print 3 }') == ['3']\nassert run('print (\\\\n 1 +\\\\n 2\\\\n)\\\\nprint false and missing\\\\nprint nil or 4') == ['3','false','4']\nassert run('fn f() { return f }\\\\nprint f()==f\\\\nprint f\\\\nprint fn() {}') == ['true','<fn f>','<fn>']\nassert run('fn f() {}\\\\nprint f()') == ['nil']\nassert run('let x=1\\\\nif true { let x=2; x=3; print x }\\\\nprint x') == ['3','1']\nfor src in ['print \\\"x\\\" * -1', 'print 1(2)', 'fn f(a) {}\\\\nf()', 'print true < false', 'print 1 % 0', 'print \"'!true'\"', 'let x =', 'print 1 2']:\n    try: run(src)\n    except TinyError: pass\n    else: raise AssertionError(src)\nprint('Additional checks passed')\nPY\npython3 -m py_compile tiny.py\ngit diff --stat\"", "aggregated_output": "", "exit_code": null, "status": "in_progress"}}
{"type": "item.completed", "item": {"id": "item_6", "type": "command_execution", "command": "/bin/bash -lc \"python3 - <<'PY'\np='tiny.py'\ns=open(p).read().replace('import sys\\\\n','')\ns=s.replace(\\\"        no = None\\\\n        if self.peek() == 'else':\\\", \\\"        no = None\\\\n        # An else can follow the closing brace after physical newlines.\\\\n        look = self.i\\\\n        while self.tokens[look][0] == 'sep' and self.tokens[look][1] == '\\\\\\\\n':\\\\n            look += 1\\\\n        if self.tokens[look][0] == 'else':\\\\n            self.i = look\\\\n        if self.peek() == 'else':\\\")\nopen(p,'w').write(s)\nPY\npython3 - <<'PY'\nfrom tiny import run, TinyError\nassert run('if false { print 1 }\\\\nelse if false { print 2 }\\\\nelse { print 3 }') == ['3']\nassert run('print (\\\\n 1 +\\\\n 2\\\\n)\\\\nprint false and missing\\\\nprint nil or 4') == ['3','false','4']\nassert run('fn f() { return f }\\\\nprint f()==f\\\\nprint f\\\\nprint fn() {}') == ['true','<fn f>','<fn>']\nassert run('fn f() {}\\\\nprint f()') == ['nil']\nassert run('let x=1\\\\nif true { let x=2; x=3; print x }\\\\nprint x') == ['3','1']\nfor src in ['print \\\"x\\\" * -1', 'print 1(2)', 'fn f(a) {}\\\\nf()', 'print true < false', 'print 1 % 0', 'print \"'!true'\"', 'let x =', 'print 1 2']:\n    try: run(src)\n    except TinyError: pass\n    else: raise AssertionError(src)\nprint('Additional checks passed')\nPY\npython3 -m py_compile tiny.py\ngit diff --stat\"", "aggregated_output": "Additional checks passed\nwarning: Not a git repository. Use --no-index to compare two paths outside a working tree\nusage: git diff --no-index [<options>] <path> <path> [<pathspec>...]\n\nDiff output format options\n    -p, --patch           generate patch\n    -s, --no-patch        suppress diff output\n    -u                    generate patch\n    -U, --unified[=<n>]   generate diffs with <n> lines context\n    -W, --[no-]function-context\n                          generate diffs with <n> lines context\n    --raw                 generate the diff in raw format\n    --patch-with-raw      synonym for '-p --raw'\n    --patch-with-stat     synonym for '-p --stat'\n    --numstat             machine friendly --stat\n    --shortstat           output only the last line of --stat\n    -X, --dirstat[=<param1>,<param2>...]\n                          output the distribution of relative amount of changes for each sub-directory\n    --cumulative          synonym for --dirstat=cumulative\n    --dirstat-by-file[=<param1>,<param2>...]\n                          synonym for --dirstat=files,<param1>,<param2>...\n    --check               warn if changes introduce conflict markers or whitespace errors\n    --summary             condensed summary such as creations, renames and mode changes\n    --name-only           show only names of changed files\n    --name-status         show only names and status of changed files\n    --stat[=<width>[,<name-width>[,<count>]]]\n                          generate diffstat\n    --stat-width <width>  generate diffstat with a given width\n    --stat-name-width <width>\n                          generate diffstat with a given name width\n    --stat-graph-width <width>\n                          generate diffstat with a given graph width\n    --stat-count <count>  generate diffstat with limited lines\n    --[no-]compact-summary\n                          generate compact summary in diffstat\n    --binary              output a binary diff that can be applied\n    --[no-]full-index     show full pre- and post-image object names on the \"index\" lines\n    --[no-]color[=<when>] show colored diff\n    --ws-error-highlight <kind>\n                          highlight whitespace errors in the 'context', 'old' or 'new' lines in the diff\n    -z                    do not munge pathnames and use NULs as output field terminators in --raw or --numstat\n    --[no-]abbrev[=<n>]   use <n> digits to display object names\n    --src-prefix <prefix> show the given source prefix instead of \"a/\"\n    --dst-prefix <prefix> show the given destination prefix instead of \"b/\"\n    --line-prefix <prefix>\n                          prepend an additional prefix to every line of output\n    --no-prefix           do not show any source or destination prefix\n    --default-prefix      use default prefixes a/ and b/\n    --inter-hunk-context <n>\n                          show context between diff hunks up to the specified number of lines\n    --output-indicator-new <char>\n                          specify the character to indicate a new line instead of '+'\n    --output-indicator-old <char>\n                          specify the character to indicate an old line instead of '-'\n    --output-indicator-context <char>\n                          specify the character to indicate a context instead of ' '\n\nDiff rename options\n    -B, --break-rewrites[=<n>[/<m>]]\n                          break complete rewrite changes into pairs of delete and create\n    -M, --find-renames[=<n>]\n                          detect renames\n    -D, --irreversible-delete\n                          omit the preimage for deletes\n    -C, --find-copies[=<n>]\n                          detect copies\n    --[no-]find-copies-harder\n                          use unmodified files as source to find copies\n    --no-renames          disable rename detection\n    --[no-]rename-empty   use empty blobs as rename source\n    --[no-]follow         continue listing the history of a file beyond renames\n    -l <n>                prevent rename/copy detection if the number of rename/copy targets exceeds given limit\n\nDiff algorithm options\n    --minimal             produce the smallest possible diff\n    -w, --ignore-all-space\n                          ignore whitespace when comparing lines\n    -b, --ignore-space-change\n                          ignore changes in amount of whitespace\n    --ignore-space-at-eol ignore changes in whitespace at EOL\n    --ignore-cr-at-eol    ignore carrier-return at the end of line\n    --ignore-blank-lines  ignore changes whose lines are all blank\n    -I, --[no-]ignore-matching-lines <regex>\n                          ignore changes whose all lines match <regex>\n    --[no-]indent-heuristic\n                          heuristic to shift diff hunk boundaries for easy reading\n    --patience            generate diff using the \"patience diff\" algorithm\n    --histogram           generate diff using the \"histogram diff\" algorithm\n    --diff-algorithm <algorithm>\n                          choose a diff algorithm\n    --anchored <text>     generate diff using the \"anchored diff\" algorithm\n    --word-diff[=<mode>]  show word diff, using <mode> to delimit changed words\n    --word-diff-regex <regex>\n                          use <regex> to decide what a word is\n    --color-words[=<regex>]\n                          equivalent to --word-diff=color --word-diff-regex=<regex>\n    --[no-]color-moved[=<mode>]\n                          moved lines of code are colored differently\n    --[no-]color-moved-ws <mode>\n                          how white spaces are ignored in --color-moved\n\nOther diff options\n    --[no-]relative[=<prefix>]\n                          when run from subdir, exclude changes outside and show relative paths\n    -a, --[no-]text       treat all files as text\n    -R                    swap two inputs, reverse the diff\n    --[no-]exit-code      exit with 1 if there were differences, 0 otherwise\n    --[no-]quiet          disable all output of the program\n    --[no-]ext-diff       allow an external diff helper to be executed\n    --[no-]textconv       run external text conversion filters when comparing binary files\n    --ignore-submodules[=<when>]\n                          ignore changes to submodules in the diff generation\n    --submodule[=<format>]\n                          specify how differences in submodules are shown\n    --ita-invisible-in-index\n                          hide 'git add -N' entries from the index\n    --ita-visible-in-index\n                          treat 'git add -N' entries as real in the index\n    -S <string>           look for differences that change the number of occurrences of the specified string\n    -G <regex>            look for differences that change the number of occurrences of the specified regex\n    --pickaxe-all         show all changes in the changeset with -S or -G\n    --pickaxe-regex       treat <string> in -S as extended POSIX regular expression\n    -O <file>             control the order in which files appear in the output\n    --rotate-to <path>    show the change in the specified path first\n    --skip-to <path>      skip the output to the specified path\n    --find-object <object-id>\n                          look for differences that change the number of occurrences of the specified object\n    --diff-filter [(A|C|D|M|R|T|U|X|B)...[*]]\n                          select files by diff type\n    --output <file>       output to a specific file\n\n", "exit_code": 129, "status": "failed"}}
{"type": "item.completed", "item": {"id": "item_7", "type": "agent_message", "text": "Implemented `run(source)` and `TinyError` in [tiny.py](/home/bob/usecase-runs/batch/out/gpt-6.1-sol/176_f08/work/tiny.py).\n\nVerified closures, scoping, precedence, error messages and line numbers, arbitrary-size integers, and the 200-call limit. Compilation and focused local checks passed."}}
{"type": "turn.completed", "usage": {"input_tokens": 108469, "cached_input_tokens": 94080, "cache_write_input_tokens": 0, "output_tokens": 5434, "reasoning_output_tokens": 364}}

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