CtrlK
BlogDocsLog inGet started
Tessl Logo

mip-fund-accounting

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

60

Quality

70%

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

Fix and improve this skill with Tessl

tessl review fix ./skills/mip-fund-accounting/SKILL.md
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.

The body is a strong, command-dense integration guide with an explicit connection state machine and good section structure. Its main weakness is conciseness — background and marketing prose pad the otherwise tight command docs — and a dangling 'Step 2' reference breaks the otherwise clear workflow.

Suggestions

Trim the introductory background paragraph (the 'cloud-based accounting software designed for ... used by finance professionals, accountants, and grant managers' framing) and the 'focus on the integration logic rather than auth plumbing' phrasing; Claude doesn't need the audience description.

Resolve the dangling 'Step 2' reference by labeling the action-search/run section as Step 2, and add a brief end-to-end numbered checklist (connect → wait for READY → search actions → run action) so the full workflow is sequenced in one place.

DimensionReasoningScore

Conciseness

The bulk is efficient command documentation, but the intro paragraph ("cloud-based accounting software designed for nonprofits ... used by finance professionals, accountants, and grant managers") and phrases like "so you can focus on the integration logic rather than auth plumbing" are unnecessary explanation Claude doesn't need. Matches 'mostly efficient but includes some unnecessary explanation or could be tightened'; not 4 because the padding is more than minor.

3 / 5

Actionability

It provides copy-paste-ready commands for every common case (install, login, connection ensure, poll, action list, action run with --input, proxy request) plus a concrete proxy-flags table. Matches 'fully executable; copy-paste ready commands; specific examples cover the common cases'.

5 / 5

Workflow Clarity

The connection flow is a clear sequenced state machine with explicit checkpoints and a feedback loop (READY skip, BUILDING poll, CLIENT_ACTION_REQUIRED handle + re-poll, CONFIGURATION_ERROR check error). Matches 'clear sequence with most checkpoints present'; not 5 because the referenced 'Step 2' has no matching header and there is no end-to-end numbered checklist tying connect → search → run together.

4 / 5

Progressive Disclosure

No bundle files exist and the single SKILL.md is organized into clear, well-signaled sections (Overview, Install, Authentication, Connecting, Searching, Running actions, Proxy, Best practices) with no nested references. Matches 'good structure; most content appropriately placed; minor organization gaps'; not 5 because the skill exceeds 50 lines with all reference material (entity list, proxy table) inlined and no external files for the bulkier detail.

4 / 5

Total

16

/

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.

The description cleanly answers both what and when and is anchored to a distinctive named product, but its action list is generic and its trigger vocabulary is limited to the product name. Tightening the actions and adding user-synonyms would lift the weaker dimensions.

Suggestions

Replace the generic 'Manage data, records, and automate workflows' with concrete fund-accounting actions surfaced in the body, e.g. 'create and pay vendor bills, post journal entries, reconcile bank accounts, and track grants'.

Add trigger synonyms users actually say — 'fund accounting', 'nonprofit accounting', 'grants', and 'MIP' — alongside 'MIP Fund Accounting' so the skill matches more natural phrasings.

DimensionReasoningScore

Specificity

It names the domain ("MIP Fund Accounting integration") and three actions ("Manage data, records, and automate workflows"), but those actions are generic rather than concrete fund-accounting operations, so it matches 'names domain and 1-2 concrete actions, not comprehensive'. Not 4 because the actions lack the specificity of anchors like 'extracts text, fills forms'; not 2 because it lists multiple actions beyond a single minimal one.

3 / 5

Completeness

It explicitly states both what ("Manage data, records, and automate workflows") and when ("Use when the user wants to interact with MIP Fund Accounting data"). Matches 'has both what and when; when could be more explicit'. Not 5 because the 'what' is generic and only a single trigger phrase is given rather than several concrete ones.

4 / 5

Trigger Term Quality

The primary natural term "MIP Fund Accounting" appears twice and "interact with ... data" gives a usable trigger, but common variations/synonyms a user might say ("fund accounting", "nonprofit accounting", "grants") are missing. Matches 'some relevant keywords but missing common variations or synonyms'; not 4 because keyword coverage beyond the product name is thin.

3 / 5

Distinctiveness Conflict Risk

It targets a named product ("MIP Fund Accounting") with a product-specific trigger ("interact with MIP Fund Accounting data"), giving it a clear niche with minimal overlap risk against other skills. Matches 'clear niche with distinct triggers; minimal conflict risk'.

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.

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

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.