Content
61%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A dense, high-signal fast-path skill: the hard rules, sniff order, and playbook are concrete and clearly sequenced, with named MCP tools, SDK calls, and an executable auth snippet. Its weaknesses are redundancy (the zero-cloud-function rule and sniff order are repeated multiple times, plus off-task partner-host meta content) and absent validation checkpoints in a database workflow — no verify step after schema creation or preview smoke-test before reporting the URL.
Suggestions
State the cloud-function prohibition once (Hard rule 2) and remove its re-statements in the sniff order, playbook step 6, and the paste block; move the 'WorkBuddy / partner packaging notes' and 'One-screen partner paste' sections to a separate reference file to cut roughly 25% of body tokens.
Add explicit validation checkpoints to the playbook: after MCP schema creation, verify the collection/table and permissions with a test read before wiring the frontend, and smoke-test list + add on the preview URL before reporting it (validate → fix → retry), which would also lift workflow_clarity above the database-operations cap.
Include one complete minimal CRUD example (list + add on a collection via app.database(), including the npm install @cloudbase/js-sdk step) so the core deliverable is copy-paste ready rather than API signatures.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The core rules and playbook are tight (no library tutorials, no concepts Claude already knows), but the body is noticeably redundant and could be tightened: the cloud-function prohibition is restated four times (Hard rule 2, sniff-order step 7 "Cloud functions ← skip (count = 0)", playbook step 6 "Cloud function count for this path = 0", and the paste block "Do not create cloud functions for CRUD"), the sniff order appears twice (ordered list plus "One-screen partner paste"), and the ~25-line "WorkBuddy / partner packaging notes" section is host-meta content off the executing agent's critical path. That is more than the 'minor instances' of the score-4 anchor, fitting 'mostly efficient but includes some unnecessary explanation or could be tightened'. | 3 / 5 |
Actionability | Concrete and mostly executable: named MCP tools ("writeNoSqlDatabaseStructure", "queryPgDatabase / managePgDatabase"), named SDK calls ("app.database() → db.collection(...).get()/add()/update()/watch(...)"), a copy-paste-ready auth snippet ("const { error } = await auth.signInAnonymously(); if (error) throw error"), and concrete playbook commands ("downloadTemplate", "npm install", "queryEnv(action=\"info\")"). Not score 5 because the core deliverable — wiring list + add — is given only as API signatures with no complete end-to-end example, and the js-sdk install command is implied rather than stated; minor gaps rather than missing key details, so above the pseudocode anchor. | 4 / 5 |
Workflow Clarity | The sequence is the strongest part — a fixed "Capability sniff order" 0–7 marked "Do not reorder", a 6-step "Standard playbook", and explicit decision conditions for cloud functions ("(a) the logic cannot be expressed as database security rules / RLS, and (b) it needs server-side secrets"). However, this is a database-operations workflow and the rubric's feedback-loop guidance applies: there is no validate-then-proceed checkpoint after MCP schema creation (no verify that the collection/table and permissions are live before wiring the frontend) and no smoke-test of the preview before reporting the URL — only the 401 rule and the snippet's `if (error) throw error` offer partial error handling. Per the scoring note, missing validate→fix→retry loops in database-operation workflows caps this at 3 ('checkpoints missing or implicit'), despite the clear sequence. | 3 / 5 |
Progressive Disclosure | No bundle files exist (no references/, scripts/, or assets/ directories), and the body keeps itself compact by deferring detail through well-signaled, one-level-deep sibling references: the "On-demand skills (fetch only when needed)" table maps each need to a specific path (e.g., "../cloudbase-document-database-web-sdk/SKILL.md"), reinforced by "Do not dump every CloudBase skills at session start" and the searchKnowledgeBase fallback. Not score 5 because the inline "WorkBuddy / partner packaging notes" and "One-screen partner paste" sections are in-file content that belongs behind a reference or trimmed, a minor organization gap matching 'most content is appropriately placed... minor organization gaps'. | 4 / 5 |
Total | 14 / 20 Passed |