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blackthorn

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

61

Quality

72%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

82%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 strong, actionable CLI integration guide with copy-paste commands, a well-sequenced connection workflow, and explicit state-based validation checkpoints. Its main gaps are a dangling "Step 2" reference, slightly irregular section numbering, and minor trimmable prose.

DimensionReasoningScore

Conciseness

The body is mostly lean, command-driven content with brief flag explanations and a compact options table, with only minor trimmable prose (the opening "Blackthorn is a Salesforce-native..." paragraph and some best-practice elaboration). It is not a 5 because a few sentences explain context Claude could infer, and not a 3 because the bulk is efficient executable guidance rather than padded explanation.

4 / 5

Actionability

It provides copy-paste-ready commands for every common case — install, login, connection ensure/get with --wait, action list with --intent, action run with --input, and proxied requests with a full flags table. It is not a 4 because the examples are concrete and executable (with legitimate parameter substitution) and cover the common workflows, matching the fully-executable anchor.

5 / 5

Workflow Clarity

The connection workflow is clearly sequenced with explicit state checkpoints (READY/BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR) and a poll-after-action feedback loop. It is not a 5 because of a dangling "skip to Step 2" reference that is never defined and odd "1b" numbering with no 1a, and not a 3 because validation checkpoints and error-recovery guidance are clearly present; this is not a destructive/batch operation so the cap-3 rule does not apply.

4 / 5

Progressive Disclosure

With no bundle files present, the single file is well-organized into clear sections (Overview, Working with Blackthorn, Install, Auth, Connecting, Searching, Popular actions, Best practices) and is appropriately self-contained for a CLI guide. It is not a 5 because it exceeds the simple-skill (<50 line) threshold and content like the clientAction state machine and proxy flags could live in one-level-deep references, and not a 3 because structure and navigation are good rather than merely present.

4 / 5

Total

17

/

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 correctly states both what the skill does and when to use it, anchored by the distinctive product name "Blackthorn." Its main weakness is generic action language ("manage data, records, automate workflows") that omits the concrete event/payment capabilities the body actually covers, leaving trigger terms thin.

Suggestions

Replace generic verbs with concrete Blackthorn capabilities, e.g. "Manage events, registrations, payments, refunds, and transactions" instead of "Manage data, records, and automate workflows."

Expand the trigger clause to surface natural task keywords: "Use when the user wants to manage Blackthorn events, registrations, payments, or transactions."

Add file-extension or object synonyms (e.g., Event, Contact, Donation, Payment Gateway) so the trigger matches how users actually phrase requests.

DimensionReasoningScore

Specificity

It names the domain ("Blackthorn integration") and a few actions ("Manage data, records, and automate workflows"), but those actions are generic abstractions rather than concrete capabilities, fitting the anchor that lists 1-2 actions without comprehensive coverage. It is not a 2 because it does name multiple actions tied to a specific domain, and not a 4 because none of the actions are concrete (e.g., it never mentions events, payments, or registrations that the body reveals).

3 / 5

Completeness

It answers both "what" ("Blackthorn integration. Manage data, records, and automate workflows") and "when" ("Use when the user wants to interact with Blackthorn data") with an explicit trigger clause. It is not a 5 because the "when" is generic and lacks concrete trigger phrases (events, payments), and not a 3 because both what and when are explicitly present.

4 / 5

Trigger Term Quality

The only natural trigger term is the product name "Blackthorn" in "Use when the user wants to interact with Blackthorn data," with no task-level synonyms or variations (events, payments, registrations) a user might actually say. It is not a 4 because keyword coverage is thin beyond the product name, and not a 2 because "Blackthorn" is a genuine natural-language keyword users would say.

3 / 5

Distinctiveness Conflict Risk

"Blackthorn" is a unique named product, giving it a clear niche with minimal conflict risk against other skills. It is not a 5 because the surrounding action language ("manage data, records, automate workflows") is generic and the description does not surface the distinctive event/payment triggers, and not a 3 because the product name alone makes it largely distinguishable.

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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