Data Analysis

sequence-alignment

A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases.

89100Total Score
Core Capability
88 / 100
Functional Suitability
11 / 12
Reliability
10 / 12
Performance & Context
8 / 8
Agent Usability
14 / 16
Human Usability
8 / 8
Security
10 / 12
Maintainability
10 / 12
Agent-Specific
17 / 20
Medical Task
18 / 20 Passed
100A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases
4/4
100Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4
92A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases
4/4
91Packaged executable path(s): scripts/main.py
4/4
65End-to-end case for Scope-focused workflow aligned to: A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases
2/4

Veto GatesRequired pass for any deployment consideration

Skill Veto✓ All 4 gates passed
✓
Operational Stability
System remains stable across varied inputs and edge cases
PASS
✓
Structural Consistency
Output structure conforms to expected skill contract format
PASS
✓
Result Determinism
Equivalent inputs produce semantically equivalent outputs
PASS
✓
System Security
No prompt injection, data leakage, or unsafe tool use detected
PASS
Research Veto✅ PASS — Applicable
DimensionResultDetail
Scientific IntegrityPASSThe archived review kept this workflow anchored to supplied data fields and observable execution behavior, not fabricated results.
Practice BoundariesPASSThe archived review kept this package within A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and..., not freeform inference detached from source data.
Methodological GroundPASSMethodological grounding was preserved through the documented inputs, transformations, and expected artifacts.
Code UsabilityPASSThe legacy audit did not record a code-usability failure in the packaged analysis path.

Core Capability88 / 100 — 8 Categories

Functional Suitability
Related legacy finding for sequence-alignment: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
11 / 12
92%
Reliability
Reliability was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency
10 / 12
83%
Performance & Context
Performance context reached full score in the archived evaluation.
8 / 8
100%
Agent Usability
The packaged analysis path is understandable, though the archived score suggests slightly clearer routing would help.
14 / 16
88%
Human Usability
The legacy audit gave full marks to human usability for this package.
8 / 8
100%
Security
Security remained strong, though the archived review still left some room for clearer execution guardrails.
10 / 12
83%
Maintainability
The analysis package is maintainable overall, though the archived score suggests modest cleanup headroom.
10 / 12
83%
Agent-Specific
Related legacy finding for sequence-alignment: Stabilize executable path and fallback behavior. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
17 / 20
85%
Core Capability Total88 / 100

Medical TaskExecution Average: 89.6 / 100 — Assertions: 18/20 Passed

100
Canonical
A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases
4/4 ✓
100
Variant A
Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4 ✓
92
Edge
A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases
4/4 ✓
91
Variant B
Packaged executable path(s): scripts/main.py
4/4 ✓
65
Stress
End-to-end case for Scope-focused workflow aligned to: A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases
2/4 ⚠
100
Canonical✅ Pass
A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases

The A skill for performing sequence alignment using NCBI BLAST API.... scenario completed within the documented A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and... boundary.

Basic 40/40|Specialized 60/60|Total 100/100
✅A1The sequence-alignment output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
100
Variant A✅ Pass
Use this skill for data analysis tasks that require explicit assumptions, bounded scope, and a reproducible output format

The Use this skill for data analysis tasks that require explicit... scenario completed within the documented A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and... boundary.

Basic 40/40|Specialized 60/60|Total 100/100
✅A1The sequence-alignment output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
92
Edge✅ Pass
A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases

For A skill for performing sequence alignment using NCBI BLAST API...., the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.

Basic 36/40|Specialized 56/60|Total 92/100
✅A1The sequence-alignment output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
91
Variant B✅ Pass
Packaged executable path(s): scripts/main.py

The Packaged executable path(s): scripts/main.py scenario completed within the documented A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and... boundary.

Basic 36/40|Specialized 55/60|Total 91/100
✅A1The sequence-alignment output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
65
Stress⚠️ Warning
End-to-end case for Scope-focused workflow aligned to: A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases

The main issue in this stress run was: The output stays within declared skill scope and target objective.

Basic 25/40|Specialized 40/60|Total 65/100
✅A1The sequence-alignment output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
❌A3The output stays within declared skill scope and target objective
❌A4Required research safety/boundary guidance is present without overclaims
Pass rate: 2 / 4
Medical Task Total89.6 / 100

Key Strengths

  • Primary routing is Data Analysis with execution mode B
  • Static quality score is 88/100 and dynamic average is 89.6/100
  • Assertions and command execution outcomes are recorded per input for human review