Skill
astock-multiagent-research/SKILL
多智能体A股深度研究框架。当用户要求分析A股上市公司、产业链研究、个股深度报告、行业比较、投资价值评估时激活。支持：单只股票全面分析（财务/新闻/情绪/技术/风险）、多智能体辩论（看涨vs看跌）、产业链上下游拆解、事实核查、Dashboard部署。数据来源：akshare（A股/港股）、yfinance（美股）、网络搜索（研报/新闻）。适合A股投资者、量化研究员、产业链分析师。
○ declared by the publisher, as-isSafety
Safety · gateassessed 3mo ago
Anone severity-bearing · 18 informational
Graded from 0 severity-bearing findings on this release.
A gate; it passes or fails, never weighed against price or quality.
Reliability & Quality
n/a
Reliability & Qualityassessed 3mo ago
n/anot assessed
Not assessed; no producer has emitted into this category. An absence, not a zero.
Findings with severity, graded on the same letter scale as safety.
not assessed
Cost
n/a
Costassessed 3mo ago
n/anot assessed
Not assessed; no producer has emitted into this category. An absence, not a zero.
Declared external service dependencies. Never a monetary figure.
not assessed
Popularity
n/a
Popularity · not a figureassessed 3mo ago
n/anot assessed
Not assessed; no producer has emitted into this category. An absence, not a zero.
Context read off the linked repository. It enters no ranking and no grade.
not assessed
Performance tested for◌ not assessed
no controlled task evaluation on this release
Repo◌ not assessed
Vettd Note
No Vettd note yet for this asset.
Best for
Not for
Re-assessed 3mo ago · 1 of 7 categories assessed
Record lookup
◌ Vettd does not install assets; this record describes a copy you obtain yourself.
Custody chain○ no source link recorded
Unknown author ◐repo △ not assessedversion = △ no commit pinnedsha256:cmro…5a27 ◐ signature △ not assessedlicense △ none declaredrecord 39efb800-5b11-4287-9049-42868f9bb0a6 · live
Evidence · 1 of 7 categories · 18 signals
Safety● gradedAmost recent 3mo ago18 signals
how it was established18 signals · vettd · scan
show
Description lacks usage contextflaggedAdd context like "Use this skill when..." to help agents know when to activate itvettd · scan · 3moInfo
Description too briefflaggedA few sentences covering scope and trigger conditions improves activation accuracyvettd · scan · 3moInfo
Step-by-step workflow foundflaggedStructured procedures improve reliability for complex tasksvettd · scan · 3moInfo
No repository linkflaggedNo repository field found in SKILL.md frontmatter. Skills without a verifiable source repository cannot be externally audited.vettd · scan · 3moInfo
Structured output formatflaggedscripts/fetch_stock_data.py: Uses JSON/CSV output which is easily parseable by agentsvettd · scan · 3moInfo
SKILL.md presentflaggedRequired skill definition file foundvettd · scan · 3moInfo
Examples includedflaggedFound code blocks, input/output samples, or an examples section — concrete samples help agents pattern-match effectivelyvettd · scan · 3moInfo
CLI help supportedflaggedscripts/fetch_stock_data.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
No external URLs in skill definitionflaggedSKILL.md and references/ files do not reference external URLsvettd · scan · 3moInfo
No prompt injection or jailbreak signals detectedflaggedScanned text content for instruction override, jailbreak framing, credential solicitation, and embedded injection markersvettd · scan · 3moInfo
references/ directory presentflaggedAdditional documentation files available for progressive disclosurevettd · scan · 3moInfo
scripts/ directory presentflaggedBundled executable scripts foundvettd · scan · 3moInfo
Progressive disclosure usedflaggedSKILL.md body references files in references/, scripts/, or assets/ — agents can load additional context on demand instead of consuming everything upfrontvettd · scan · 3moInfo
No secrets or unsafe code patterns detectedflaggedScanned all files for credentials, private keys, and code-level risks (eval, shell exec, destructive ops)vettd · scan · 3moInfo
No evaluation test casesflaggedAdd an evals/ directory with test prompts and expected outputs to measure skill qualityvettd · scan · 3moInfo
Description within character limitflagged190/1024 characters usedvettd · scan · 3moInfo
SKILL.md body length is reasonableflagged108 lines (recommended: under 500)vettd · scan · 3moInfo
Valid name fieldflaggedName "astock-multiagent-research" follows spec (lowercase, hyphens, ≤64 chars)vettd · scan · 3moInfo
Reliability & Quality◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into reliability & quality for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Performance◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into performance for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Cost◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into cost for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Compatibility◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into compatibility for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Popularity◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into popularity for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Characteristics◌ not assessednot assessed0 signals
how it was establishednot assessed; no producer has emitted into this category
Not assessed; no producer has emitted into characteristics for this asset. That is different from a check that ran and found nothing, which the record would carry as a row of its own.
Coverage1 of 7 categories assessed · shown
Safety
✓ assessed
assessed as findings and a letter grade, not as signals
Reliability & Quality
△ not assessed
no producer has emitted for this category
Performance
△ not assessed
no producer has emitted for this category
Cost
△ not assessed
no producer has emitted for this category
Compatibility
△ not assessed
no producer has emitted for this category
Popularity
△ not assessed
no producer has emitted for this category
Characteristics
△ not assessed
no producer has emitted for this category
Freshness & re-evaluation
assessed3mo ago · Vettd core○ untracked
source stateThis asset is not yet covered by scheduled change detection.
re-check policyno re-check is scheduled for this assetnot scheduled
re-run whena new release ships, the upstream source changes, or the scanner ruleset is revisednot scheduled
Limitations & open conflicts
limitationReliability & Quality, Performance, Cost, Compatibility, Popularity, Characteristics are not assessed: behaviour there is unmeasured, not clean△ gap
conflictno two sources report the same quantity on this record
Verify: does this record describe your copy?
What record 39efb800-5b11-4287-9049-42868f9bb0a6 covers
scannerv1△ superseded by v11
validityassessed 3mo ago · Staleness unknown
this record was taken at digest sha256:cmrodn6h11tz… compare it against the digest your own scan prints
Reproduce: re-run the evidence yourself
runs the same scanners against your own copy; the published record is never overwritten
How this record comparesagainst other published records · full comparison →
Signal kinds
▲ finding: something to act on, carries a severity● measurement: a reproducible quantityƒ estimate: inferred from a sample▪ fact: read directly off the artifact◆ classification: assigned from a taxonomy◌ nothing found: a producer looked and emitted no object◇ context only: described, never graded
Custody marks◐ computed by vettd○ declared by the publisher, as-is△ not assessed: nothing looked