# Send A股短线交易决策 A Share Short Term Decision to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "a-share-short-decision", "name": "A股短线交易决策 A Share Short Term Decision", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/kenera/a-share-short-decision", "canonicalUrl": "https://clawhub.ai/kenera/a-share-short-decision", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/a-share-short-decision", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=a-share-short-decision", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SKILL.md", "config.json", "main.py", "prompts/analysis_prompt.txt", "requirements.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-23T16:43:11.935Z", "expiresAt": "2026-04-30T16:43:11.935Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard", "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/a-share-short-decision" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/a-share-short-decision", "downloadUrl": "https://openagent3.xyz/downloads/a-share-short-decision", "agentUrl": "https://openagent3.xyz/skills/a-share-short-decision/agent", "manifestUrl": "https://openagent3.xyz/skills/a-share-short-decision/agent.json", "briefUrl": "https://openagent3.xyz/skills/a-share-short-decision/agent.md" } } ``` ## Documentation ### A-Share Short-Term Decision Skill Implement in sequence: Run short_term_signal_engine(analysis_date) for target date. If needed, persist prediction with run_prediction_for_date(analysis_date). Compare prediction vs actual market with compare_prediction_with_market(prediction_date, actual_date). Output report with generate_daily_report(analysis_date). ### short_term_signal_engine(analysis_date=None) analysis_date: YYYY-MM-DD or YYYYMMDD Returns weighted short-term score and recommendation status. Always returns friendly no_recommendation_message when no tradable candidate exists. ### run_prediction_for_date(analysis_date) Runs signal engine for the specified date. Appends decision snapshot into data/decision_log.jsonl. ### compare_prediction_with_market(prediction_date, actual_date=None) Loads prediction from log (or auto-generates if missing). Compares predicted candidates against real market closes on actual_date. Returns per-stock return and summary statistics. ### No-Recommendation Behavior Required behavior: Never return empty output. If candidates is empty or signal is NO_TRADE, explicitly say: 当前暂无可执行短线买入标的. Include reason and next action. ### Runtime python3 main.py short_term_signal_engine --date 2026-02-12 python3 main.py run_prediction_for_date --date 2026-02-12 python3 main.py compare_prediction_with_market --prediction-date 2026-02-12 --actual-date 2026-02-13 python3 main.py generate_daily_report --date 2026-02-12 ### Subskills Workflow For recurring optimize-then-recommend flow, run: python3 subskills/config-optimization/optimize_from_aggressive.py --analysis-period "2026-02-01 to 2026-02-12" python3 subskills/daily-recommendation/generate_daily_recommendation.py --date 2026-02-14 All generated artifacts are stored under data/. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: kenera - Version: 1.2.0 ## Source health - Status: healthy - Source download looks usable. - Yavira can redirect you to the upstream package for this source. - Health scope: source - Reason: direct_download_ok - Checked at: 2026-04-23T16:43:11.935Z - Expires at: 2026-04-30T16:43:11.935Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/a-share-short-decision) - [Send to Agent page](https://openagent3.xyz/skills/a-share-short-decision/agent) - [JSON manifest](https://openagent3.xyz/skills/a-share-short-decision/agent.json) - [Markdown brief](https://openagent3.xyz/skills/a-share-short-decision/agent.md) - [Download page](https://openagent3.xyz/downloads/a-share-short-decision)