gap-analysis
Skill1 starsChanged 53 days agoMITView on GitHub
Compare validated existing Artifacts with a target Artifact or Target Stage and find missing, partial, unverified, stale, invalid, or incompatible dependencies. Use after Intake/validation and before computing the Minimum Necessary Path.
21 other projects use a version of this.
Adopted by
Most recently taken up by
- DatasiteAI/mcp-skillstheir own version, first seen Nov 3, 2026
- MarieLynneBlock/arcanum-artifextheir own version, first seen Nov 1, 2026
- Happy-Technologies-LLC/happy-platform-skillstheir own version, first seen Nov 1, 2026
- richardochristjia/skillstheir own version, first seen Nov 1, 2026
- TanStack/aitheir own version, first seen Oct 22, 2026
- adeerkhan/vitruviustheir own version, first seen Oct 20, 2026
Other versions21 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 21
- TanStack/ai★ 3.3ksame name
- magnus919/agent-skills★ 172same name
- zrosenfield/sharepoint-ai-skills★ 96same name
- Happy-Technologies-LLC/happy-platform-skills★ 41same name
- agent-ix/quoin★ 20same name
- afonsoft/skills★ 14same name
- excatt/superclaude-plusplus★ 14same name
- adeerkhan/vitruvius★ 10same name
- DatasiteAI/mcp-skills★ 5same name
- kevinlin/skills★ 5same name
11 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository21 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- adaptive-testingSkill
- architecture-decisionSkill
- artifact-validationSkill
- change-impactSkill
- clarification-gateSkill
- code-reviewSkill
- component-planningSkill
- failure-diagnosisSkill
- failure-escalationSkill
- framework-checkpointSkill
- framework-resumeSkill
- implement-componentSkill
- integration-gateSkill
- minimum-pathSkill
- project-intakeSkill
- quality-gateSkill
- reverse-engineeringSkill
- stage-gateSkill
- traceabilitySkill
- workflow-assessmentSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 6 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 20 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
Run after Project Intake, when a target changes, after Change Impact, on resume with repository drift, or when a Gate exposes missing …
- Distinctive: line 29
Start at the target and enumerate only dependencies required for its declared scope and risk.
- Distinctive: line 44
Do not add requirements, design, implementation, testing, or release work unrelated to the target.
- Distinctive: line 45
If the target itself is ambiguous, stop at Clarification Gate before expanding the graph.
- Distinctive: line 63
Use Artifact Validation for uncertain reusable nodes, Clarification Gate for material target ambiguity, and Change Impact when the gap …
- Distinctive: line 67
Stop when all target-required dependencies are classified with evidence, or when clarification/validation blocks reliable analysis.
“Common” is measured: kept by at least 6 in 10 of the 20 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Gap Analysis
Purpose
Identify exactly what prevents the current Artifact graph from satisfying the user's target.
Trigger
Run after Project Intake, when a target changes, after Change Impact, on resume with repository drift, or when a Gate exposes missing evidence.
Inputs
- Target Artifact or Target Stage and its Definition of Done.
- Artifact Inventory, dependency graph, validation records, and current State.
- Existing Asset evidence, Project Constraints, Workflow Level, and accepted assumptions/decisions.
Prerequisites
- Normalize the target and stop boundary.
- Validate target-relevant existing Artifacts enough to distinguish presence from usability.
Procedure
- Start at the target and enumerate only dependencies required for its declared scope and risk.
- Walk the Artifact dependency graph backward to source evidence.
- For each required node, compare required revision/quality with current status and evidence.
- Classify gaps as
MISSING,PARTIAL,UNVERIFIED,STALE,INVALID, incompatible, or blocked by clarification. - Explain why each gap blocks or weakens the target and which downstream nodes it affects.
- Recognize alternative evidence or reusable assets that may satisfy the dependency.
- Separate required gaps from optional improvements and later-stage work.
- Record ready gaps whose upstream dependencies are already satisfied.
Decision Rules
- A
VALIDand sufficient Artifact is not a gap. PARTIALis a gap only for uncovered content required by the target.UNVERIFIEDandSTALEnormally require validation, not automatic regeneration.INVALIDrequires repair or regeneration only if it lies on the target dependency path.- Do not add requirements, design, implementation, testing, or release work unrelated to the target.
- If the target itself is ambiguous, stop at Clarification Gate before expanding the graph.
Outputs
- Gap Set with node ID, type, state, required revision/quality, evidence, and blocking reason.
- Satisfied/prunable dependency set.
- Ready, blocked, optional, and out-of-scope nodes.
- Dependency rationale suitable for Minimum Path computation.
Failure Cases
- Dependency graph is absent or contradictory.
- Artifact statuses lack revision-specific evidence.
- Multiple target interpretations produce materially different gaps.
- A required asset is inaccessible.
Escalation
Use Artifact Validation for uncertain reusable nodes, Clarification Gate for material target ambiguity, and Change Impact when the gap originates from an upstream change. Ask an architect only when dependency semantics cannot be established without a design decision.
Stop Conditions
Stop when all target-required dependencies are classified with evidence, or when clarification/validation blocks reliable analysis. Do not execute the gaps in this Skill.
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