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amentum-aerospace

Amentum Aerospace integration. Manage data, records, and automate workflows. Use when the user wants to interact with Amentum Aerospace data.

Quality

67%

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tessl review fix ./skills/amentum-aerospace/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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 operational core is strong: executable Membrane CLI commands with a well-handled connection polling/state workflow and a sensible proxy fallback. However, the document opens with auto-generated filler (speculation about the company, a first-person apology, an empty overview list), has a broken 'Step 2' cross-reference, and leaves the action catalog descriptions blank.

Suggestions

Delete the speculative overview paragraph, the 'Official docs: I am sorry...' line, and the 'Project/Document/User/Note' bullet tree — they add no actionable value and waste context.

Fix the dangling 'skip to Step 2' references by either numbering the workflow steps explicitly or pointing to the actual section names ('Searching for actions').

Fill in the Description column of the Popular actions table (or move the catalog to a references file with one-line summaries and key parameters), and add one worked end-to-end example of running a specific action with realistic input.

DimensionReasoningScore

Conciseness

The operative sections (install, auth, connection, actions, proxy) are lean and command-dense, but the document carries clear padding: 'Amentum Aerospace likely serves the aerospace industry... it's difficult to specify the exact function', the first-person 'Official docs: I am sorry, I cannot provide...', and a meaningless 'Project/Document/User/Note' bullet tree with 'Use action names and parameters as needed.' This fits 'mostly efficient but includes some unnecessary explanation'; a 2 would require the padding to dominate, and it does not.

3 / 5

Actionability

Concrete, copy-paste-ready commands throughout: 'npm install -g @membranehq/cli@latest', 'membrane connection ensure "https://amentum.com.au/" --json', 'membrane action run <actionId> --connectionId=... --input {...}', plus a proxy flag table. Minor gaps keep it from 5: the Popular actions table has an empty Description column, and there is no worked end-to-end example running a specific action with real input.

4 / 5

Workflow Clarity

The connection flow has a real feedback loop: poll with '--wait', branch on state (READY / CLIENT_ACTION_REQUIRED with clientAction sub-fields / CONFIGURATION_ERROR with 'error' field), and re-poll after the user completes the action. Minor gaps: 'skip to Step 2' references a labeled step that does not exist in the document, and the overall install→auth→connect→search→run sequence is implied by section order rather than explicitly numbered.

4 / 5

Progressive Disclosure

No bundle files exist (references/, scripts/, assets/ are absent) and none are referenced, so there is no nested-reference risk; the single file is well-sectioned with clear headers. Minor gaps: the 17-row Popular actions table and the proxy flag table are catalog-style bulk content that could live in a one-level-deep reference file, and the under-50-line exception does not apply to this ~160-line body.

4 / 5

Total

15

/

20

Passed

Description

53%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 has an explicit 'Use when' clause and a highly distinctive named-domain trigger, but the capability statement is generic boilerplate ('Manage data, records, and automate workflows') with no concrete actions or natural trigger keywords beyond the company name.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete capabilities drawn from the actual actions, e.g. 'Fetch space weather and geomagnetic indices, atmosphere and ionosphere forecasts, ocean conditions and bathymetry, and calculate flight-route radiation dose'.

Enrich the 'Use when' clause with natural trigger phrases users would actually say, e.g. 'Use when the user mentions Amentum Aerospace, space weather, geomagnetic or ionosphere data, radiation dose along flight routes, or ocean/bathymetry data'.

State the integration mechanism briefly (via the Membrane CLI) so the 'what' answers how the skill operates, not just that it is an 'integration'.

DimensionReasoningScore

Specificity

The description names the domain ("Amentum Aerospace integration") but the actions are purely generic — "Manage data, records, and automate workflows" names no concrete operations (unlike "extracts text, fills forms"). It matches the anchor 'Names the domain but actions are minimal or generic'; a 3 would require 1-2 concrete actions, which are absent.

2 / 5

Completeness

Both parts are present: a 'what' ("Manage data, records, and automate workflows") and an explicit 'when' ("Use when the user wants to interact with Amentum Aerospace data"). The 'when' could be more specific and the 'what' is weak, fitting 'Has both what and when; when could be more explicit or specific'; a 5 would require concrete trigger phrases, and 3 would require the 'when' to be missing or only implied.

4 / 5

Trigger Term Quality

The only specific term is "Amentum Aerospace"; the remaining keywords ("data", "records", "workflows") are generic and not phrases users would naturally say. This matches 'One or two generic keywords; missing the natural phrases users say' — not 3, which requires some genuinely relevant domain keywords.

2 / 5

Distinctiveness Conflict Risk

The description and trigger are tightly bound to a single named company ("Amentum Aerospace"), a clear niche with distinct triggers and minimal conflict risk — no other skill would plausibly fire on these triggers. It is not a 4 because there is no meaningful overlap with closely related skills.

5 / 5

Total

13

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

membranedev/application-skills

Path

skills/amentum-aerospace/SKILL.md

Reviewed

Table of Contents

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