Conciseness

The body is mostly efficient with concrete commands, but includes unnecessary explanation such as the opening paragraph on what Coder is and padded lines like 'This is the fastest way to get a connection', fitting 'mostly efficient but includes some unnecessary explanation or could be tightened' rather than the leaner level 4.

Actionability

It provides concrete, mostly copy-paste-ready commands (install, login, connection ensure, action run, proxy) with clearly marked placeholders, but has minor gaps such as inconsistent use of 'npx' vs 'membrane' and unresolved CONNECTION_ID substitution, fitting 'mostly executable guidance with minor gaps'.

Workflow Clarity

The install -> authenticate -> connect -> search -> run sequence is clear with explicit state handling and feedback loops (poll until READY, re-authenticate on CLIENT_ACTION_REQUIRED, check error fields), but numbering is inconsistent ('1b' with no '1a', an undefined 'Step 2'), fitting 'clear sequence with most checkpoints present; minor validation gaps'.

Progressive Disclosure

No bundle files exist and the single SKILL.md is organized with clear section headers covering each capability; at ~140 lines it exceeds the simple-skill threshold, but the structure is good with only minor organization gaps (e.g., the proxy flags table and connection-state reference could be split out), fitting 'good structure; most content appropriately placed'.

Specificity

The description names the domain ('Coder integration') and lists actions ('Manage data, records, and automate workflows'), but those actions are generic and abstract rather than concrete Coder-specific capabilities, fitting the 'names domain and 1-2 concrete actions but not comprehensive' anchor rather than the more specific level 4.

Completeness

Both a 'what' ('Manage data, records, and automate workflows') and an explicit 'when' ('Use when the user wants to interact with Coder data') are present, but the 'when' is narrow and could be more specific, fitting the 'has both what and when; when could be more explicit' anchor; the missing-'Use when' cap at 3 does not apply since the clause exists.

Trigger Term Quality

'Coder' and 'interact with Coder data' provide a relevant natural keyword and trigger phrase, but common variations or synonyms a user might say (dev environments, workspaces, cloud dev) are missing, matching the 'some relevant keywords but missing common variations' anchor.

Distinctiveness Conflict Risk

The named Coder platform gives a clear, distinct niche with minimal conflict risk, but the broad 'manage data, records, and automate workflows' phrasing introduces minor overlap risk with general data-management skills, placing it at 'mostly distinct; minor overlap risk' rather than the fully-distinct level 5.