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agiloft

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

Quality

74%

Does it follow best practices?

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tessl review fix ./skills/agiloft/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

71%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.

A solid, command-first integration skill: concrete CLI examples, explicit connection-state handling, and sensible best practices. The main defects are a dangling 'Step 2' reference, a 'Popular actions' section that lists none, filler lines, and reference material (entity catalog, proxy options) that is inlined but too thin to be useful.

Suggestions

Fix the workflow numbering: define the steps after 'Connecting to Agiloft' (or renumber '1b') so the repeated 'skip to **Step 2**' references resolve.

Make 'Popular actions' deliver on its title by naming 3–5 concrete Agiloft action ids with example invocations, or remove the section and fold the discovery command into 'Running actions'.

Either expand the 'Agiloft Overview' entity list with what each entity means for action discovery, or move it (with the proxy flag table) into a reference file and link to it from SKILL.md; also delete the filler line 'Use action names and parameters as needed.'

DimensionReasoningScore

Conciseness

The body is command-driven with little explanation of concepts Claude already knows, but contains trimmable filler such as 'Use action names and parameters as needed.', the cryptic entity list under 'Agiloft Overview', and promotional prose like 'This is the fastest way to get a connection.' This matches anchor 4 ('Efficient; minor instances of over-explanation that could be trimmed') rather than 5, where every token earns its place.

4 / 5

Actionability

Concrete, executable CLI commands appear throughout — install (`npm install -g @membranehq/cli@latest`), login, `membrane connection ensure`, `action list`/`action run` with `--input` JSON examples, and a proxy flags table. Minor gaps keep it below anchor 5: `CONNECTION_ID` placeholders are never concretized and 'Popular actions' names no actual action ids.

4 / 5

Workflow Clarity

The install → login → connection ensure → poll → discover → run sequence is clear, and the connection lifecycle includes a genuine feedback loop with explicit state handling (READY, CLIENT_ACTION_REQUIRED, CONFIGURATION_ERROR) and re-polling. It falls short of anchor 5 because 'skip to **Step 2**' references a step that is never defined (only '1b' exists) and 'Popular actions' is an empty pointer rather than a step.

4 / 5

Progressive Disclosure

There are no bundle files (references/, scripts/, assets/ are absent) and the ~140-line body has reasonable section headers, but the entity catalog ('Knowledge Base / Article / Record...') and the proxy flag reference sit inline and underspecified — material that would serve better as a separate reference file or a fleshed-out section. This fits anchor 3 ('Some structure but could be better organized') rather than 4.

3 / 5

Total

15

/

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.

A serviceable description with an explicit 'Use when' clause and a distinctive app-name trigger, but the capability statement is generic ('manage data, records, automate workflows') and it omits the domain vocabulary (contracts, CLM) users would most naturally say. Adding concrete actions and domain synonyms would lift it substantially.

Suggestions

Replace generic capability verbs with concrete Agiloft actions, e.g. 'Create, update, and search contract records, manage attachments, run saved searches, and generate reports.'

Add domain trigger synonyms users would actually say, e.g. 'Use when working with Agiloft, contract lifecycle management, CLM records, or contract data.'

Keep the third-person voice and 'Use when...' clause, which already work well.

DimensionReasoningScore

Specificity

The description names the domain ("Agiloft integration") and a couple of actions ("Manage data, records, and automate workflows"), but these are generic and coverage is not comprehensive. It matches anchor 3 ('Names domain and 1-2 concrete actions, but not comprehensive') rather than 4, which expects several specific actions.

3 / 5

Completeness

Both parts are present: the 'what' ("Manage data, records, and automate workflows") and an explicit 'when' clause ("Use when the user wants to interact with Agiloft data"). The 'when' could be more specific and varied, matching anchor 4 rather than 5; it exceeds anchor 3 because the trigger guidance is explicit, not merely implied.

4 / 5

Trigger Term Quality

"Agiloft" is the natural term a user would say, but common variations and synonyms users of a CLM platform would actually use — "contracts", "CLM", "contract lifecycle management" — are missing. This fits anchor 3 ('Some relevant keywords but missing common variations or synonyms') better than 4, which requires good coverage with only a few terms absent.

3 / 5

Distinctiveness Conflict Risk

"Agiloft" is a clear niche trigger that no other skill would claim, and the 'Use when' clause reinforces it. This matches anchor 5 ('Clear niche with distinct triggers; minimal conflict risk'); the generic 'data, records' phrasing alone would risk overlap, but the app name dominates the trigger surface.

5 / 5

Total

15

/

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/agiloft/SKILL.md

Reviewed

Table of Contents

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