gap-analysis
Skill2 starsChanged 3 months agoApache-2.0View on GitHub
Use when a specification, design, plan, contract, migration, or implementation proposal may be incomplete and missing decisions could block safe execution or verification.
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 repository14 other files it gives its agents.
- adversarial-auditSkill
- architectSkill
- cloud-run-basicsSkill
- debuggingSkill
- design-reviewSkill
- executorSkill
- github-workflowSkill
- optimizationSkill
- reliabilitySkill
- researchSkill
- reuse-firstSkill
- security-reviewSkill
- simplicitySkill
- verificationSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 20 edited versions we read keep these.
3
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 8
Search the negative space: what must be true for this plan to work that has not been specified?
- Distinctive: line 46
Do not fill an architectural gap by guessing.
- Distinctive: line 54
Do not manufacture exhaustive checklists for low-risk trivial changes.
“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
Search the negative space: what must be true for this plan to work that has not been specified?
Build the expected model
Identify actors, inputs, outputs, states, transitions, data ownership, external dependencies, lifecycle stages, invariants, and success criteria. Compare that model with what the artifact actually specifies.
Probe for missing:
- requirements and acceptance criteria;
- initial, terminal, invalid, and transitional states;
- error, timeout, cancellation, retry, and partial-success paths;
- authorization and trust-boundary decisions;
- validation and malformed-input behavior;
- concurrency and idempotency semantics;
- migrations, compatibility, rollout, rollback, and recovery;
- cleanup, retention, deletion, and resource ownership;
- observability, alerts, diagnostics, and operator actions;
- tests and authoritative verification;
- dependency assumptions and version constraints;
- ownership of schemas, configuration, secrets, and generated artifacts;
- invariants and forbidden changes.
Trace at least one normal path and relevant exceptional paths end-to-end. For stateful changes, ask what happens before, during, and after transition. For integrations, ask what happens when the dependency is slow, unavailable, duplicated, reordered, or returns unexpected data.
Material-design-readiness
For consequential implementation, identify the applicable target product/design authority and surface material missing decisions that could change correctness, security, compatibility, ownership, irreversible behavior, or verification. Resolve those decisions before large or consequential coding. Trivial, mechanical, reversible, or well-specified work should not receive exhaustive documentation ceremony merely because gap analysis exists.
Classify gaps
For every real gap, record:
- what is missing;
- why it matters;
- the decision owner or authority source;
- whether it blocks execution;
- what evidence would close it.
Do not fill an architectural gap by guessing. A blocking unknown should remain explicit until resolved or the Architect issues a revised contract.
Prioritize gaps by consequence and decision timing. A missing rollback path before an irreversible migration matters more than an undocumented cosmetic convention. Watch for requirements that exist only implicitly in tests, deployment scripts, schemas, or operational habits; surface them as candidate authority conflicts rather than silently treating implementation drift as intent.
Boundaries
Gap analysis is about completeness, not preference. If a decision is specified but questionable, use design-review. If a specified design needs fault pressure, use adversarial-audit. If a missing fact requires external evidence, use research.
Do not manufacture exhaustive checklists for low-risk trivial changes. Search where missing information could change correctness, safety, compatibility, operations, or verification.
Does it work?
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- It worked
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- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

