Conciseness

There is no concept padding Claude already knows, but instructions repeat across sections: the version probe appears in "Runtime compatibility gate", "Quick start", and "Configuration"; the Windows-shell reference is linked twice ("Execution" and the gate); and "Choose the execution path", "Preflight", and "Sandbox auth diagnostic" carry overlapping auth-policy prose. Anchor 3 ("mostly efficient but could be tightened") fits — the redundancy is more than the minor instances of anchor 4, but every sentence is skill-specific rather than the padded explanations of anchor 2.

Actionability

Quotes: "qodo read codebase grep --repo owner/repo --pattern \"chargeCard\" --json", "qodo read cross-repo relations --repo owner/repo --json", "confirm its exact name, flags, with `qodo read tools <group> [<tool>] --json`". The Quick start commands are copy-paste ready, tool-name verification is itself an executable command, the routing table maps tasks to tool groups, and the Examples section covers the find/plan/debug cases end to end — matching anchor 5.

Workflow Clarity

Quotes: "run `<qodo> --version` exactly as shown... FIRST", "Empty or `truncated: true` → narrow once and retry", "An `MT-TOOL-LOOP` error means stop and change approach, not retry". The sequence (path choice → version gate → preflight auth/repo resolution → route → narrow-then-fetch → deliver) is clear with explicit feedback loops and validation checks. It falls short of anchor 5 because reading order does not map to execution order — the "Handle a skill update notice" section interrupts, and investigation-start guidance is nested inside "Choose the execution path" — so the workflow must be reassembled by the reader. The destructive/batch cap does not apply: the skill is strictly read-only.

Progressive Disclosure

The three references — [manual-update procedure](references/skill-updates.md), [shell guidance](references/windows-shells.md), [launcher recovery](references/windows-launcher.md) — all exist, are one level deep (no nested references), and carry explicit conditional read triggers ("Read only for CLI commands in PowerShell or Git Bash on Windows"). This matches anchor 4 rather than 5 because substantial runtime policy (update-notice handling, the sandbox auth diagnostic, the compatibility-gate detail) is inlined in SKILL.md itself rather than split out the way the Windows material is, so the main file is not a lean overview.

Specificity

Quotes: "Understand how code works, how a change was done before, and which repos are coupled — to answer a question, plan a code change, debug a regression, or scope a fix". Several concrete, domain-spanning capabilities are named, but they are stated at goal level rather than operation level (no mention of search, PR-history lookup, blame, or cross-repo relation retrieval), so it matches anchor 4 rather than the fully operation-concrete anchor 5. It is well above anchor 3 because multiple specific actions cover the domain comprehensively.

Completeness

Both parts are explicit: the "what" is "Understand how code works, how a change was done before, and which repos are coupled... using Qodo managed tools through MCP or the CLI", and the "when" is "Use when a task needs to understand a codebase, its history, or how its repos relate — especially for a repo you don't have checked out or work spanning repos", followed by concrete trigger phrases. This matches anchor 5 exactly.

Trigger Term Quality

Quotes: "how does X work", "where is X defined", "who changed X", "why did X regress / when did it break", "has this been fixed before", "how did we solve X". Ten natural phrases users would actually say, covering synonyms and variations across question-answering, planning, debugging, and impact analysis — a clear match to anchor 5's comprehensive coverage.

Distinctiveness Conflict Risk

Quotes: "especially for a repo you don't have checked out or work spanning repos" gives a distinct niche, but generic triggers like "where is X defined", "explain this service", and "plan the change for X" would naturally fire on routine local code tasks that ordinary code tools handle, creating overlap risk with generic code-exploration and code-review skills. This fits anchor 3 ("could still overlap with similar skills") better than anchor 4, since the mitigation only partially scopes the broad trigger list.