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chatti

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

Quality

68%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

61%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 delivers strong executable CLI guidance with a genuinely well-handled connection lifecycle (polling, client actions, error states). Its weaknesses are padding and editorial noise in a few sections, plus a workflow that references a 'Step 2' and '1b' heading that don't exist, making the intended sequence ambiguous on first read.

Suggestions

Fix the broken workflow references: the body says 'skip to Step 2' and has a '#### 1b.' heading with no 'Step 1'/'1a' labels — renumber the sections (Install → Login → 1. Connect → 1b. Wait → 2. Search actions → 3. Run) or drop the step labels.

Trim non-actionable filler: 'Use action names and parameters as needed', 'It's used by businesses of all sizes...', 'so you can focus on the integration logic rather than auth plumbing', and 'This will burn less tokens' can be cut without losing executable value.

Replace the empty 'Popular actions' section with 2-3 concrete example Chatti invocations (e.g., an actual action run for sending a message or listing channels), since it currently repeats the discovery command from the previous section.

DimensionReasoningScore

Conciseness

The body is mostly lean command blocks, but padded spots remain: "Use action names and parameters as needed", "It's used by businesses of all sizes to facilitate internal communication", "so you can focus on the integration logic rather than auth plumbing", and "This will burn less tokens". This matches 'Mostly efficient but includes some unnecessary explanation or could be tightened'; not 4 because several sentences add no executable value.

3 / 5

Actionability

Guidance is concrete and mostly executable: install, login (including headless flow), connection ensure/get with --wait, action list/run with --input, and the proxy flags table are copy-paste ready. Not 5 because no concrete Chatti-specific action example is given (e.g., an actual 'send message' invocation), and "Popular actions" contains only a discovery command rather than examples; not 3 because every section supplies real commands rather than hints.

4 / 5

Workflow Clarity

An install → login → connect → poll → discover → run sequence is present with a real feedback loop (poll until state leaves BUILDING, handle CLIENT_ACTION_REQUIRED, re-poll), but the flow references a nonexistent 'Step 2' and a '1b' with no '1a', and there is no overall numbered workflow. This matches 'Steps listed but validation gaps; sequence present but checkpoints missing or implicit'; not 4 because the broken step references leave the sequence ambiguous.

3 / 5

Progressive Disclosure

No bundle files exist and the single-file body is flat, well-sectioned, and easy to navigate (headers for CLI setup, connection, actions, proxy, best practices), which is appropriate for this scope. Not 5 because sections like the detailed clientAction state handling and the proxy flag table push the file toward a length where a one-level-deep reference file (e.g., PROXY.md) would be the cleaner split; not 3 because nothing is buried and all content is reasonably placed.

4 / 5

Total

14

/

20

Passed

Description

61%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, well-formed trigger clause and is firmly anchored to a distinct app niche, but it says almost nothing about what Chatti actually is or does. "Manage data, records, and automate workflows" is generic filler that omits the messaging domain entirely, so a user scanning descriptions gets no concrete sense of the skill's capabilities.

Suggestions

Replace the generic phrase 'Manage data, records, and automate workflows' with concrete messaging capabilities, e.g., 'Send and read messages, manage channels and users, and search Chatti conversations'.

Add natural trigger terms users would actually say, such as 'messaging', 'team chat', 'channels', or 'like Slack/Teams', since a user asking to 'send a chat message' would not currently match this description.

Briefly state what Chatti is (a real-time messaging/collaboration platform) in one clause so the description is self-explanatory without the body.

DimensionReasoningScore

Specificity

"Manage data, records, and automate workflows" names the Chatti domain but the actions are generic abstractions, matching the anchor 'Names the domain but actions are minimal or generic'. Not 3 because no concrete messaging capabilities (e.g., send messages, list channels, manage users) are stated; not 1 because the domain is named.

2 / 5

Completeness

Both parts are present: the "what" ("Manage data, records, and automate workflows") and an explicit "Use when the user wants to interact with Chatti data" clause, matching 'Has both what and when; when could be more explicit or specific'. Not 5 because the "what" is vague rather than concrete capabilities; not 3 because the when-clause is explicit, not merely implied.

4 / 5

Trigger Term Quality

Relevant keywords exist ("Chatti", "interact with Chatti data") but common natural variations a messaging user would say — "message", "chat", "channel", "team", "Slack-like" — are all missing, matching 'Some relevant keywords but missing common variations or synonyms'. Not 4 because keyword coverage is thin beyond the app name; not 2 because the domain keyword and a usable trigger phrase are present.

3 / 5

Distinctiveness Conflict Risk

Every clause is anchored to the specific app name Chatti ("Chatti integration", "interact with Chatti data"), giving a clear niche with distinct triggers and minimal conflict risk. Not 4 because no closely related skill in this space would be wrongly triggered — the app name gates invocation.

5 / 5

Total

14

/

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/chatti/SKILL.md

Reviewed

Table of Contents

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