Evidence Insight
funding-trend-forecaster
Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities.
85100Total 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
90Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
4/4
86Use this skill for evidence insight tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4
84Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
4/4
82Packaged executable path(s): scripts/main.py
4/4
76End-to-end case for Scope-focused workflow aligned to: Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
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
PASSResearch Veto✅ PASS — Applicable
| Dimension | Result | Detail |
|---|---|---|
| Scientific Integrity | PASS | The legacy review kept outputs in proposal or planning mode rather than presenting them as completed experimental findings. |
| Practice Boundaries | PASS | The legacy review kept this workflow on the evidence-access side of the boundary, not the advice-giving side. |
| Methodological Ground | PASS | No methodological-grounding issue was recorded for funding-trend-forecaster in the archived evaluation. |
| Code Usability | PASS | The legacy audit did not flag code-usability issues for the packaged funding-trend-forecaster workflow. |
Core Capability88 / 100 — 8 Categories
Functional Suitability
A modest deduction remained in functional suitability for funding-trend-forecaster in the archived review.
11 / 12
92%
Reliability
The archived deduction in reliability traces back to: Stabilize executable path and fallback behavior. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
10 / 12
83%
Performance & Context
Performance context reached full score in the archived evaluation.
8 / 8
100%
Agent Usability
The legacy audit deducted points for funding-trend-forecaster in agent usability.
14 / 16
88%
Human Usability
No point loss was recorded for human usability in the legacy audit.
8 / 8
100%
Security
The legacy audit deducted points for funding-trend-forecaster in security.
10 / 12
83%
Maintainability
The archived evaluation left some headroom for funding-trend-forecaster under maintainability.
10 / 12
83%
Agent-Specific
Related legacy finding for funding-trend-forecaster: 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: 83.6 / 100 — Assertions: 18/20 Passed
90
Canonical
Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
4/4 ✓
86
Variant A
Use this skill for evidence insight tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4 ✓
84
Edge
Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
4/4 ✓
82
Variant B
Packaged executable path(s): scripts/main.py
4/4 ✓
76
Stress
End-to-end case for Scope-focused workflow aligned to: Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
2/4 ✓
90
Canonical✅ Pass
Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
Analyze funding abstracts and project metadata to identify topic... remained well-aligned with the documented contract in the preserved audit.
Basic 38/40|Specialized 52/60|Total 90/100
✅A1The funding-trend-forecaster 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
86
Variant A✅ Pass
Use this skill for evidence insight tasks that require explicit assumptions, bounded scope, and a reproducible output format
The archived evaluation treated Use this skill for evidence insight tasks that require explicit... as a clean in-scope run.
Basic 36/40|Specialized 50/60|Total 86/100
✅A1The funding-trend-forecaster 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
84
Edge✅ Pass
Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
For Analyze funding abstracts and project metadata to identify topic..., the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.
Basic 35/40|Specialized 49/60|Total 84/100
✅A1The funding-trend-forecaster 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
82
Variant B✅ Pass
Packaged executable path(s): scripts/main.py
The archived evaluation treated Packaged executable path(s): scripts/main.py as a clean in-scope run.
Basic 34/40|Specialized 48/60|Total 82/100
✅A1The funding-trend-forecaster 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
76
Stress✅ Pass
End-to-end case for Scope-focused workflow aligned to: Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities
The preserved weakness for End-to-end case for Scope-focused workflow aligned to: Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities was concentrated in one point: The output stays within declared skill scope and target objective.
Basic 31/40|Specialized 45/60|Total 76/100
✅A1The funding-trend-forecaster 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 Total83.6 / 100
Key Strengths
- Primary routing is Evidence Insight with execution mode B
- Static quality score is 88/100 and dynamic average is 83.6/100
- Assertions and command execution outcomes are recorded per input for human review