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appfactory-builder

Build and deploy production apps using AppFactory's 7 pipelines (websites, mobile, dApps, AI agents, plugins, mini apps, bots). One prompt → live URL.

Quality

69%

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tessl review fix ./data/skills-md/0xaxiom/appfactory/appfactory-builder/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

61%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 well-structured with genuinely executable quick-start commands for the website pipeline and clearly signaled pointers to per-pipeline documentation. It is weakened by ~25% promotional/contributory padding that wastes token budget, the absence of validation checkpoints in the build-deploy workflow, and concrete steps for only one of the seven pipelines.

Suggestions

Remove or trim the 'Contributing Back', 'For OpenClaw Agents', and token/link promotional sections — they consume token budget without aiding task execution.

Add explicit validation checkpoints to the workflow, e.g. 'After npm run build, confirm zero errors before deploying' and 'Verify the returned previewUrl responds before reporting success', plus error-recovery guidance for build/deploy failures.

Provide at least minimal concrete first commands for each pipeline (as done for websites) instead of only 'Follow <pipeline>/CLAUDE.md' pointers.

DimensionReasoningScore

Conciseness

The core build guidance (pipeline table, quick-start commands, deploy steps) is efficient, but roughly a quarter of the body is non-skill padding: the ~40-line 'Contributing Back' section, 'For OpenClaw Agents', and promotional links ('Token Launchpad', '$FACTORY Token' Jupiter swap URL). This is more than the minor trimming of a 4 but not the pervasive over-explanation of a 2.

3 / 5

Actionability

The website path is fully executable and copy-paste ready ('git clone ...', 'npx create-next-app@latest . --typescript --tailwind --app --src-dir ...', 'npx vercel --prod --yes', 'bash deploy.sh'), and the design system gives concrete values. It is not a 5 because six of the seven pipelines get only a 'Follow app-factory/CLAUDE.md' pointer with no concrete steps in the skill itself.

4 / 5

Workflow Clarity

Quick Start presents a clear 4-step sequence (clone → build → deploy → claim), but validation checkpoints are missing or implicit: no step verifies the build succeeded or the deployment is live, and no error-recovery guidance exists. 'LOCAL_RUN_PROOF_GATE' is described as an architectural feature rather than a workflow step, so the content fits the 'checkpoints missing' anchor rather than the 'most checkpoints present' one.

3 / 5

Progressive Disclosure

No bundle files exist, so structure is scored on the body alone: clear section headers, a pipeline summary table, and one-level-deep, clearly signaled references to per-pipeline CLAUDE.md files ('Follow website-pipeline ... Follow app-factory/CLAUDE.md for the full 10-stage pipeline'). Minor gaps — the contributing and design-system content is inline and references point into an external repo rather than a local bundle — keep it below 5.

4 / 5

Total

14

/

20

Passed

Description

61%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.

A moderately strong description: concrete domain naming and good natural keyword coverage across the seven pipeline types, held back by a completely missing 'when to use' trigger clause and a thin action list (build, deploy only). Adding an explicit 'Use when...' sentence with common synonyms would lift both completeness and trigger quality.

Suggestions

Add an explicit trigger clause, e.g. 'Use when the user wants to create, scaffold, or deploy a website, mobile app, dApp, AI agent, plugin, mini app, or bot, or asks for a live URL or production-ready app.'

Expand the action verbs beyond 'build and deploy' (e.g. scaffold, generate, monetize, integrate) to improve specificity coverage.

Include common user synonyms such as 'web app', 'landing page', 'MVP', or 'React Native app' to strengthen trigger-term coverage.

DimensionReasoningScore

Specificity

The description names the domain ('AppFactory's 7 pipelines') with the seven types enumerated, and gives 1-2 concrete actions ('Build and deploy production apps'), matching the anchor for domain plus 1-2 actions. It stays at 3 rather than 4 because the action list is not comprehensive — only build and deploy are stated, with no other specific operations.

3 / 5

Completeness

It clearly answers 'what' ('Build and deploy production apps using AppFactory's 7 pipelines... One prompt → live URL') but contains no 'Use when...' clause or equivalent trigger guidance, which caps completeness at 3 per the rubric guidelines. It is not a 4 because the 'when' is entirely absent rather than merely implicit.

3 / 5

Trigger Term Quality

It includes natural terms users would say — 'build', 'deploy', 'websites', 'mobile', 'dApps', 'AI agents', 'plugins', 'mini apps', 'bots', 'live URL' — covering all seven pipeline types. It falls short of 5 because common synonyms and variations ('web app', 'landing page', 'MVP', 'React Native app', 'create a site') are missing.

4 / 5

Distinctiveness Conflict Risk

Naming AppFactory explicitly with an enumerated pipeline list makes it mostly distinct with a clear niche. It is not a 5 because phrases like 'build websites' and 'mobile apps' create minor overlap risk with generic web-builder, Next.js, or Expo scaffolding skills.

4 / 5

Total

14

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

NeverSight/learn-skills.dev

Path

data/skills-md/0xaxiom/appfactory/appfactory-builder/SKILL.md

Reviewed

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