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autodesk-bim-360

Autodesk BIM 360 integration. Manage data, records, and automate workflows. Use when the user wants to interact with Autodesk BIM 360 data.

Quality

71%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/autodesk-bim-360/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%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 content's strength is actionability: nearly every step ships a concrete, executable Membrane CLI command, and the connection lifecycle includes state-polling and error-handling feedback loops. Its weaknesses are structural — broken step references ("Step 2", "1b"), a duplicated/meaningless Overview list, duplicated action-discovery sections, and inconsistent CLI invocation styles.

Suggestions

Fix the workflow sequencing: define explicit Step 1/Step 2 headings (or renumber 1a/1b) so "skip to Step 2" has a real target, and unify on one invocation style (membrane vs npx @membranehq/cli).

Replace the empty Overview bullet list (duplicated Project, bare Issue/Account) with a short description of the entities the user can act on and what actions exist for each.

Merge "Searching for actions" and "Popular actions" into a single action-discovery section, and add a brief note on interpreting action run errors/output validation.

DimensionReasoningScore

Conciseness

The body is dominated by lean, executable command examples with little padding. Minor over-explanation could be trimmed (the opening paragraph on what BIM 360 is, "so you can focus on the integration logic rather than auth plumbing", "This will burn less tokens"), matching anchor 4 rather than 5.

4 / 5

Actionability

Every workflow comes with concrete, copy-paste-ready commands: npm install, membrane login (including headless completion with a code), connection ensure, polling with --wait, action list/run with --input JSON, and the proxy command with a complete flags table. Placeholders (CONNECTION_ID, QUERY, actionId) are clearly marked and the common cases are covered, matching anchor 5.

5 / 5

Workflow Clarity

A sequence is present (install → login → connect → poll → act) and the connection state machine even has feedback loops (CLIENT_ACTION_REQUIRED handling, CONFIGURATION_ERROR checks), but the sequencing is broken: "skip to Step 2" references a step that is never labeled, "#### 1b" has no 1a, and membrane vs npx @membranehq/cli invocations are inconsistently mixed. These are more than minor gaps, fitting anchor 3 rather than 4.

3 / 5

Progressive Disclosure

This is a single-file skill (~140 lines) with no bundle files and no external references. Sections exist, but organization is weak: the Overview bullet list is meaningless (Project appears twice with no descriptions), "Popular actions" largely duplicates "Searching for actions", and the proxy flags table sits mid-document. This matches anchor 3 (some structure but could be better organized).

3 / 5

Total

15

/

20

Passed

Description

57%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 correctly names a distinctive niche product and includes an explicit "Use when" clause, so it answers both what and when. Its weakness is vagueness: the capability list is generic filler ("manage data, records, automate workflows") and the trigger guidance adds nothing beyond restating the product name.

Suggestions

Replace the generic capability list with concrete operations, e.g., "List and create projects and issues, fetch records, and automate construction workflows in Autodesk BIM 360 via pre-built actions or direct API proxying."

Expand the trigger clause with natural phrases users would actually say, e.g., "Use when the user mentions BIM 360, Autodesk, construction project data, issues, RFIs, or drawings."

Clarify the integration mechanism (Membrane CLI actions and API proxy) in the description so users and Claude know what invoking the skill entails.

DimensionReasoningScore

Specificity

The domain (Autodesk BIM 360) is named, but the stated actions — "Manage data, records, and automate workflows" — are generic with no concrete operations (e.g., listing projects, creating issues, fetching records). It matches anchor 2 rather than 3, which requires 1-2 concrete actions.

2 / 5

Completeness

Both halves are explicitly present: the what ("Manage data, records, and automate workflows") and an explicit when clause ("Use when the user wants to interact with Autodesk BIM 360 data"), so it is not capped at 3. However, the when merely restates the product name rather than offering concrete trigger phrases, and the what is generic, so it falls between anchors 3 and 4, just above the midpoint — not the explicit, concrete pairing anchor 5 requires.

4 / 5

Trigger Term Quality

The only real trigger keywords are the product name variants "Autodesk BIM 360" and "BIM 360 data"; natural variations and domain synonyms users might say (BIM360, construction projects, RFIs, issues, drawings) are missing. Relevant keywords exist but coverage is incomplete, matching anchor 3 rather than 4.

3 / 5

Distinctiveness Conflict Risk

The product name "Autodesk BIM 360" appears in both the capability and trigger clauses, creating a clear niche with distinct triggers. It is not a 5 because the generic tail ("manage data, records, and automate workflows") and the family of similar Autodesk/Membrane app-integration skills leave minor overlap risk, matching anchor 4.

4 / 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/autodesk-bim-360/SKILL.md

Reviewed

Table of Contents

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