Skill
literature-report/SKILL
自动科研文献汇报系统。每天自动检索顶级期刊最新论文，AI辅助筛选，生成双语摘要，推送到飞书。使用方法：1. 用户说"设置文献汇报"或"每天推送论文"时激活；2. 用户要求自定义研究主题时激活；3. 用户要求文献检索和推送时激活。
○ declared by the publisher, as-isSafety
Safety · gateassessed 3mo ago
B1 severity-bearing · 26 informational
Graded from 1 severity-bearing finding 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…2s0f ◐ signature △ not assessedlicense △ none declaredrecord a552e5a9-5bc0-4490-8e22-b84efedaf92a · live
Evidence · 1 of 7 categories · 27 signals
Safety● gradedBmost recent 3mo ago27 signals
how it was established27 signals · vettd · scan
show
References external URL — review for indirect prompt injection riskflaggedExternal URL(s) detected in SKILL.md — referenced content can change after auditvettd · scan · 3moMedium
Examples includedflaggedFound code blocks, input/output samples, or an examples section — concrete samples help agents pattern-match effectivelyvettd · scan · 3moInfo
CLI help supportedflaggedscripts/send_message.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
Description too briefflaggedA few sentences covering scope and trigger conditions improves activation accuracyvettd · scan · 3moInfo
CLI help supportedflaggedscripts/verify_install.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
CLI help supportedflaggedscripts/md_to_pdf.py: Script documents its interface via --help or argument parsingvettd · 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
Validation loop referencedflaggedInstructions for the agent to validate its own work before proceedingvettd · scan · 3moInfo
Valid name fieldflaggedName "literature-report" follows spec (lowercase, hyphens, ≤64 chars)vettd · scan · 3moInfo
CLI help supportedflaggedscripts/generate_summary.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
CLI help supportedflaggedscripts/ai_filter.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
CLI help supportedflaggedscripts/config_loader.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
scripts/ directory presentflaggedBundled executable scripts foundvettd · scan · 3moInfo
No evaluation test casesflaggedAdd an evals/ directory with test prompts and expected outputs to measure skill qualityvettd · 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 prompt injection or jailbreak signals detectedflaggedScanned text content for instruction override, jailbreak framing, credential solicitation, and embedded injection markersvettd · scan · 3moInfo
Step-by-step workflow foundflaggedStructured procedures improve reliability for complex tasksvettd · 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 --help supportflaggedscripts/fetch_papers.py: Add argument parsing with --help output so agents know the script's interfacevettd · scan · 3moInfo
CLI help supportedflaggedscripts/send_to_feishu.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
CLI help supportedflaggedscripts/validate_config.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
Description lacks usage contextflaggedAdd context like "Use this skill when..." to help agents know when to activate itvettd · scan · 3moInfo
CLI help supportedflaggedscripts/llm_client.py: Script documents its interface via --help or argument parsingvettd · scan · 3moInfo
Description within character limitflagged114/1024 characters usedvettd · scan · 3moInfo
SKILL.md presentflaggedRequired skill definition file foundvettd · scan · 3moInfo
SKILL.md body length is reasonableflagged212 lines (recommended: under 500)vettd · scan · 3moInfo
CLI help supportedflaggedscripts/main.py: Script documents its interface via --help or argument parsingvettd · 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 a552e5a9-5bc0-4490-8e22-b84efedaf92a covers
scannerv1△ superseded by v11
validityassessed 3mo ago · Staleness unknown
this record was taken at digest sha256:cmrodm6201cg… 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