Use when the user wants to release a new version, publish to npm, create a GitHub release, bump version, or tag a release. Also use when the user says 'release', 'publish', 'bump version', 'tag', or 'npm publish'.
中文简介正在准备中。当前显示原文说明。
Use when the user wants to smoke-test the evolve pipeline, test tools, or verify the plugin works end-to-end. Also use when the user says 'dry run', 'smoke test', or 'test pipeline'.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Smoke-test the evolve pipeline. Two modes depending on whether LANGSMITH_API_KEY is available.
TOOLS="${EVOLVER_TOOLS:-$([ -d "tools" ] && echo "tools" || echo "$HOME/.evolver/tools")}"
EVOLVER_PY="${EVOLVER_PY:-$([ -f "$HOME/.evolver/venv/bin/python" ] && echo "$HOME/.evolver/venv/bin/python" || echo "python3")}"
if [ -n "$LANGSMITH_API_KEY" ]; then
echo "MODE: Online (LANGSMITH_API_KEY found)"
MODE="online"
else
echo "MODE: Offline (no LANGSMITH_API_KEY)"
MODE="offline"
fi
Validate tool syntax and argparse consistency:
echo "=== Tool Syntax Check ==="
for f in $TOOLS/*.py; do
python3 -c "import ast; ast.parse(open('$f').read())" 2>&1
if [ $? -eq 0 ]; then echo "OK: $(basename $f)"; else echo "FAIL: $(basename $f)"; fi
done
echo ""
echo "=== Argparse Flags Check ==="
for f in $TOOLS/*.py; do
$EVOLVER_PY "$f" --help > /dev/null 2>&1
if [ $? -eq 0 ]; then echo "OK: $(basename $f) --help"; else echo "FAIL: $(basename $f) --help"; fi
done
echo ""
echo "=== Skill Cross-Reference Check ==="
# Check every tool referenced in evolve skill exists
for TOOL in $(grep -oh '\$TOOLS/[a-z_]*.py' skills/evolve/SKILL.md | sed 's/\$TOOLS\///' | sort -u); do
if [ -f "$TOOLS/$TOOL" ]; then
echo "OK: $TOOL referenced and exists"
else
echo "FAIL: $TOOL referenced in evolve skill but not found"
fi
done
Run the full pipeline with a mock agent:
TMPDIR=$(mktemp -d)
cat > "$TMPDIR/agent.py" << 'PYEOF'
import json, sys
input_path = sys.argv[1] if len(sys.argv) > 1 else None
if input_path:
with open(input_path) as f:
data = json.load(f)
question = data.get("input", data.get("question", ""))
print(json.dumps({"output": f"Mock answer to: {question}"}))
else:
print(json.dumps({"output": "No input provided"}))
PYEOF
cat > "$TMPDIR/test_inputs.json" << 'JSONEOF'
[
{"input": "What is 2+2?"},
{"input": "Name a color"},
{"input": "What is Python?"}
]
JSONEOF
echo "Mock agent created at $TMPDIR"
$EVOLVER_PY $TOOLS/setup.py \
--project-name "dry-run-test" \
--entry-point "python3 $TMPDIR/agent.py {input}" \
--framework "unknown" \
--goals "accuracy" \
--dataset-from-file "$TMPDIR/test_inputs.json" \
--output "$TMPDIR/.evolver.json"
$EVOLVER_PY $TOOLS/run_eval.py \
--config "$TMPDIR/.evolver.json" \
--worktree-path "$TMPDIR" \
--experiment-prefix "dry-run-v001a"
$EVOLVER_PY $TOOLS/read_results.py \
--experiment "dry-run-v001a" \
--config "$TMPDIR/.evolver.json" \
--format markdown
$EVOLVER_PY $TOOLS/trace_insights.py \
--from-experiment "dry-run-v001a" \
--output "$TMPDIR/trace_insights.json"
rm -rf "$TMPDIR"
echo "Dry run complete. Temp files cleaned up."
Dry Run Results ({MODE} mode):
Tool syntax: {N}/{N} passed
Argparse: {N}/{N} passed
Cross-refs: {N}/{N} passed
{If online: setup/eval/read/trace pipeline: PASS/FAIL}
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Use when the user wants to release a new version, publish to npm, create a GitHub release, bump version, or tag a release. Also use when the user says 'release', 'publish', 'bump version', 'tag', or 'npm publish'.
中文简介正在准备中。当前显示原文说明。
Use when the user wants to validate the plugin, check integrity, verify cross-references, or before a release. Also use when the user says 'validate', 'check plugin', or 'verify'.
中文简介正在准备中。当前显示原文说明。
Use when the user wants to verify that the evolved agent's score is stable and reliable. Runs evaluation multiple times and reports mean ± std.
中文简介正在准备中。当前显示原文说明。
Use when the user is done evolving and wants to finalize, clean up, tag the result, or push the optimized agent.
中文简介正在准备中。当前显示原文说明。
Use when the user wants to run the optimization loop, improve agent performance, evolve the agent, or iterate on quality. Requires .evolver.json to exist (run harness:setup first).
中文简介正在准备中。当前显示原文说明。
Use when the user wants to check dataset quality, diagnose eval issues, or before running evolve. Checks size, difficulty distribution, dead examples, coverage, and splits. Auto-corrects issues found.
中文简介正在准备中。当前显示原文说明。