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ingest

Ingest data from files, databases, APIs, or streams into Semantica knowledge graphs with schema mapping and entity linking.

61

Quality

71%

Does it follow best practices?

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SecuritybySnyk

High

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tessl review fix ./plugins/skills/ingest/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

76%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is concise and provides mostly executable code for each subcommand, but it lacks validation/verification steps for batch ingestion operations and leaves some referenced variables undefined. Structure is clean for a simple skill but would benefit from an overview and explicit validation guidance.

Suggestions

Add validation/verification steps for ingest operations, e.g. checking row counts, confirming mapped entities, and handling warnings before declaring success.

Define or exemplify the referenced variables (path, file_format, conn, query) so the code is fully copy-paste ready.

Add a brief overview at the top listing the available subcommands (file, db) and their purpose.

DimensionReasoningScore

Conciseness

Lean and efficient: short subcommand headers, minimal prose, and direct code examples with no padding or explanation of concepts Claude already knows.

5 / 5

Actionability

Provides concrete, mostly executable code with imports and named parameters, but variables like path, file_format, conn, and query are referenced without being defined, leaving minor gaps.

4 / 5

Workflow Clarity

Each subcommand shows a single call and its output, but database/file ingestion is a batch operation with no validation or verification checkpoint, which caps workflow clarity at 3 per the rubric.

3 / 5

Progressive Disclosure

Well-organized into clear per-subcommand sections for a simple skill under 50 lines with no external references; minor gap is the lack of an overview listing available subcommands.

4 / 5

Total

16

/

20

Passed

Description

66%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is specific and reasonably distinctive, clearly stating what the skill does and naming multiple concrete source types and actions. Its main weakness is the absence of any explicit 'when to use' trigger guidance, which limits completeness.

Suggestions

Add a 'Use when...' clause with concrete trigger phrases, e.g. 'Use when ingesting data into Semantica graphs, importing files/databases/APIs, or performing schema mapping and entity linking.'

Include common synonyms like 'import', 'load', or 'ETL' to broaden natural trigger term coverage.

Mention validation or verification of ingested data to round out the action coverage.

DimensionReasoningScore

Specificity

Names the domain (Semantica knowledge graphs) and several concrete actions across multiple sources ('files, databases, APIs, or streams', 'schema mapping and entity linking'), with only minor coverage gaps (no mention of validation or transformation).

4 / 5

Completeness

Has a clear 'what' (ingest data into Semantica knowledge graphs with schema mapping and entity linking) but no 'Use when...' or equivalent explicit trigger guidance, which caps completeness at 3 per the rubric.

3 / 5

Trigger Term Quality

Good coverage of natural terms ('ingest data', 'files, databases, APIs, streams', 'knowledge graphs') but missing common synonyms users might say like 'import', 'load', or 'ETL'.

4 / 5

Distinctiveness Conflict Risk

'Semantica knowledge graphs' with source-specific ingest is a clear niche with mostly distinct triggers; minor overlap risk with related graph/import skills.

4 / 5

Total

15

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
semantica-agi/semantica
Reviewed

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