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backlog

Backlog integration. Manage Projects. Use when the user wants to interact with Backlog data.

Quality

57%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

57%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, copy-paste-ready Membrane CLI guidance with a well-handled connection state machine, making it genuinely actionable. Its weaknesses are a dangling 'Step 2' reference and missing validation for destructive actions (capping workflow clarity), plus inline lookup tables and filler lines that waste tokens and leave the main file heavier than it needs to be.

Suggestions

Fix the broken step numbering: either label 'Install the CLI'/'Authentication' as Step 1 and 'Searching for actions' as Step 2, or remove the 'skip to **Step 2**' references entirely.

Populate or drop the empty Description column in the Popular actions table, and move the full action catalog plus proxy flag table to a references/ file to slim the main skill.

Add a brief verification step after running actions (e.g., check the output field for the created resource's id, or re-fetch the issue after update/delete) to close the validation gap for destructive operations.

DimensionReasoningScore

Conciseness

The body is mostly efficient concrete commands, but it includes unnecessary padding: the generic intro 'Backlog is a project and task management tool. It's used by development teams to track bugs...', the filler line 'Use action names and parameters as needed.', and a 13-row Popular actions table whose Description column is entirely empty. Matches 'Mostly efficient but includes some unnecessary explanation or could be tightened'; not 4 because the empty table column and filler lines are clearly wasted tokens.

3 / 5

Actionability

Concrete, executable commands appear for every phase (npm install, membrane login, connection ensure/get with --wait, action list/run with a real --input JSON example, request with a flag table). Matches 'Mostly executable guidance; concrete code or commands with minor gaps'; not 5 because there is no worked end-to-end example and the empty action descriptions leave the actual input shapes for actions like add-comment unknown.

4 / 5

Workflow Clarity

The connection lifecycle has a clear state machine with polling feedback (BUILDING → poll, CLIENT_ACTION_REQUIRED → user acts → poll again), but the sequence is incoherent in places: 'skip to **Step 2**' references a step that is never labeled (numbering jumps from nothing to '1b'), and destructive actions (delete-issue, update-issue) have no verification guidance. This matches 'Steps listed but validation gaps; sequence present but checkpoints missing or implicit'.

3 / 5

Progressive Disclosure

The file is a single well-sectioned document with no bundle files at all, and the bulk lookup content (13-row action catalog, proxy flag table) plus auth/agent-type details are inlined where they could live in a reference file. Matches 'Some structure but could be better organized; content that should be separate is inline'; not 4 because there is no reference structure to point to and the action catalog is pure lookup data.

3 / 5

Total

13

/

20

Passed

Description

41%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 names the Backlog domain and includes a 'Use when...' clause, but it is too thin to trigger reliably: it lists only one generic action and none of the natural vocabulary (issues, tasks, bugs, comments) users would actually say. It is distinct from other skills mainly because Backlog is a named tool, not because of well-chosen trigger terms.

Suggestions

Enumerate concrete capabilities, e.g., 'Create, update, and list issues, add and read comments, and browse projects in Backlog.'

Expand trigger terms to natural user phrasing: 'Use when the user mentions Backlog, Backlog issues, tasks, bugs, tickets, or wants to manage their Backlog projects.'

Ground the 'when' clause in specific scenarios (e.g., 'when the user asks to file, update, or look up a Backlog issue') instead of the circular 'interact with Backlog data'.

DimensionReasoningScore

Specificity

The description names the domain ("Backlog integration") but its only action is the generic "Manage Projects", and "interact with Backlog data" is abstract — matching the anchor 'Names the domain but actions are minimal or generic'. It falls below anchor 3 because no second concrete action (e.g., creating issues or comments) is stated.

2 / 5

Completeness

Both a what ("Backlog integration. Manage Projects.") and a when ("Use when the user wants to interact with Backlog data") are present, but the what is thin and the when is circular — it restates the domain rather than giving concrete trigger phrases. This sits between anchors 3 and 4; the weak, non-actionable 'what' keeps it at 3 rather than 4.

3 / 5

Trigger Term Quality

Only "Backlog" and "Projects" appear as keywords; users naturally say 'create a Backlog issue', 'update my Backlog task', or 'add a comment', none of which are present — matching 'One or two generic keywords; missing the natural phrases users say'. Not score 3 because even common synonyms (issues, tasks, bugs) are absent.

2 / 5

Distinctiveness Conflict Risk

"Backlog" is a specific named tool and the trigger phrase mentions it explicitly, giving a clear niche with only minor overlap risk — the standalone "Manage Projects." sentence could collide with generic project-management skills. Matches 'Mostly distinct; minor overlap risk with closely related skills'; not 5 because the generic project-management phrasing is unqualified.

4 / 5

Total

11

/

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/backlog/SKILL.md

Reviewed

Table of Contents

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