CtrlK
BlogDocsLog inGet started
Tessl Logo

manychat-expert

Creates and manages ManyChat messaging flows, syncs subscribers, configures webhooks, manages tags and custom fields, and triggers flows via API within Nicolify's connections module. Use when the user asks about ManyChat integration, chatbot automation, subscriber sync, webhook setup, or managing messaging flows in ManyChat. Trigger terms: 'manychat', 'many chat', 'chatbot automation', 'subscriber sync', 'messaging flow', 'send content API', 'manychat webhook', 'manychat tag', 'manychat custom field', 'trigger flow'.

72

Quality

87%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

75%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 well-structured, mostly actionable skill body with concrete endpoints, file paths, and a closing validation checklist. Its main weaknesses are outline-style rather than fully executable code examples and a slightly oversized inline API reference that could be pushed to a reference file.

Suggestions

Replace the 'Example: Adding Subscriber Sync' numbered outline with a minimal but executable Python snippet showing the httpx call with the Authorization header and a rate-limit-aware retry, so the pattern is copy-paste ready.

Tighten Step 0 by collapsing the repeated 'Do NOT skip / Do NOT rely' lines into a single concise directive; the NON-NEGOTIABLE framing is already clear from the heading.

Move the full API Capabilities Quick Reference table into a dedicated reference file and keep only the most-used endpoints inline, improving progressive disclosure and token efficiency on first load.

DimensionReasoningScore

Conciseness

Dense tables and lists assume Claude's competence, but Step 0's heavy emphasis ('NON-NEGOTIABLE', 'Do NOT skip this step. Do NOT rely on cached knowledge.') and some repeated cautions could be trimmed.

4 / 5

Actionability

Provides concrete endpoint paths, rate limits, file locations, and method signatures plus executable context7/WebSearch tool calls; the gap is that the 'Example: Adding Subscriber Sync' is an outline rather than copy-paste code, keeping it just short of fully executable.

4 / 5

Workflow Clarity

Clear sequenced process (Step 0 → extension patterns → strategy) with a final validation checklist covering tenant isolation, rate limits, and error handling, though the inline extension example lacks an explicit validate-then-retry feedback loop for its batch sync operation.

4 / 5

Progressive Disclosure

Well-signaled one-level-deep reference ('Read references/nicolify-integration.md for the full file map. Summary:') backed by a real file, with clear section headers; the large inline API Capabilities table could arguably live in its own reference for a tighter overview.

4 / 5

Total

16

/

20

Passed

Description

100%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.

An exemplary description: third-person voice, comprehensive concrete actions, explicit 'Use when' guidance, and a thorough trigger-term list with synonyms. It answers what, when, and how it differs all in one concise block.

DimensionReasoningScore

Specificity

Lists six concrete actions — 'Creates and manages ManyChat messaging flows, syncs subscribers, configures webhooks, manages tags and custom fields, and triggers flows via API' — giving comprehensive coverage of the skill's capabilities.

5 / 5

Completeness

Explicitly answers both 'what' (the action list) and 'when' ('Use when the user asks about ManyChat integration, chatbot automation, subscriber sync, webhook setup...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive trigger terms including synonyms ('manychat', 'many chat') and natural user phrases like 'chatbot automation', 'subscriber sync', 'messaging flow', 'manychat webhook' that users would actually say.

5 / 5

Distinctiveness Conflict Risk

Scoped to ManyChat within Nicolify's connections module with highly specific triggers, making it clearly distinguishable from other skills with minimal conflict risk.

5 / 5

Total

20

/

20

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
alpacapurpura/ap_sales_agent
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.