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buildchatbot

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

56

Quality

65%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./skills/buildchatbot/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 body is a well-structured, command-rich integration guide with explicit state-handling checkpoints, weakened mainly by minor padding, a duplicated command, and a dangling 'Step 2' reference.

Suggestions

Remove the marketing intro and 'auth plumbing' filler, and delete the duplicated action-list command under 'Popular actions' (it restates 'Searching for actions').

Fix the broken step numbering: label the connection steps ('1a', '1b') and either add a labeled 'Step 2' or replace the 'skip to Step 2' references with the actual section name.

Complete the agent-type list instead of trailing off with 'etc.', or point to a reference file enumerating supported harness agent types.

DimensionReasoningScore

Conciseness

Largely efficient and command-driven, but includes some padding (the BuildChatbot marketing intro, 'so you can focus on the integration logic rather than auth plumbing') and a duplicated action-list command under 'Popular actions' that repeats 'Searching for actions'.

3 / 5

Actionability

Provides concrete, executable commands throughout (install, login, connection ensure, action run with JSON input, proxy flags table) with minor gaps such as the incomplete agent-type list ('claude, openclaw, codex... etc.').

4 / 5

Workflow Clarity

The connection workflow has explicit validation checkpoints and a real feedback loop (poll until not BUILDING, branch on state, re-poll after user action), but references a 'Step 2' that is never labeled, leaving a minor sequence gap.

4 / 5

Progressive Disclosure

Well-organized with clear section headers and no nested references, but it exceeds the simple-skill line and inlines detail (e.g. the full clientAction sub-object schema, proxy flag table) that could be split into reference files.

4 / 5

Total

15

/

20

Passed

Description

62%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 covers both what and when with an explicit 'Use when...' clause and is anchored to a named product, but its actions are generic and it lacks the natural trigger phrases a user would say when needing to build or deploy a chatbot.

Suggestions

Replace generic verbs ('Manage data, records') with concrete chatbot actions, e.g. 'Create and deploy chatbots, design flows, train agents, and query datasets'.

Broaden the 'when' trigger to natural user phrasing such as 'Use when the user wants to create, configure, or deploy a chatbot, design conversation flows, or query BuildChatbot data'.

Add common synonyms/file-style triggers users might say (e.g. 'chatbot', 'conversation flow', 'build a bot') to improve trigger-term coverage.

DimensionReasoningScore

Specificity

Names the BuildChatbot domain and lists a couple actions ('Manage data, records, and automate workflows'), but the actions are generic rather than concrete chatbot operations, so coverage is not comprehensive.

3 / 5

Completeness

Provides a clear 'what' ('BuildChatbot integration... Manage data, records, and automate workflows') and an explicit 'when' ('Use when the user wants to interact with BuildChatbot data'), though the trigger is narrow and could be more specific.

4 / 5

Trigger Term Quality

Includes relevant terms ('BuildChatbot', 'data', 'records', 'workflows', 'automate') but misses the natural phrases users would actually say, such as 'create a chatbot', 'deploy a chatbot', or 'build chatbot flows'.

3 / 5

Distinctiveness Conflict Risk

Anchoring to the named product 'BuildChatbot' gives it a distinct niche with minimal conflict risk, though the generic 'manage data, records, automate workflows' phrasing keeps it from being fully distinct.

4 / 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.

Validation15 / 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
Reviewed

Table of Contents

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