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autocode

autocode contains 47 collected skills from ilang-ai, with repository-level occupation coverage and site-owned skill detail pages.

skills collected
47
Stars
84
updated
2026-07-03
Forks
21
Occupation coverage
7 occupation categories · 100% classified
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Skills in this repository

ask-smart
project-management-specialists

Before coding, determine what to ask. Max 2 yes/no questions. Never ask technical questions.

2026-07-03
auto-quality
software-quality-assurance-analysts-and-testers

Silent quality check after every feature. Fix issues before telling user. Never claim tests passed without running them.

2026-07-03
best-choice
project-management-specialists

When multiple solutions exist, pick the best one. Explain why in one sentence.

2026-07-03
build-feature
project-management-specialists

Build one feature at a time. Complete each fully before moving to next. Auto-triggers quality check.

2026-07-03
build-scaffold
software-developers

Create project skeleton. Pick stack, create files, install dependencies. AI decides everything.

2026-07-03
build-ui
web-developers

Build user-facing interface. Clean, functional, mobile-friendly by default.

2026-07-03
celebrate
project-management-specialists

Celebrate real milestones only. One line, one emoji. Credit belongs to user, not AI.

2026-07-03
clarify-scope
project-management-specialists

Classify request as small/medium/large. Adjust workflow depth accordingly.

2026-07-03
compress
software-developers

I-Lang compression engine. All internal planning uses I-Lang v5.0 syntax. Save 60%+ tokens. User never sees compressed output.

2026-07-03
cost-explain
software-developers

Explain all costs in human terms. Always compare with real-world equivalents. Recommend cheapest that works.

2026-07-03
daily-summary
software-developers

End of session summary. What got done, what got fixed, what comes next, progress delta.

2026-07-03
decision-translate
software-developers

Translate technical decisions into human language. Explain in cost, speed, stability.

2026-07-03
deploy-cf-workers
network-and-computer-systems-administrators

Deploy to Cloudflare Workers. Free tier handles 100k requests/day. Global edge network.

2026-07-03
deploy-global
network-and-computer-systems-administrators

Choose deployment target based on project type. Static sites to CF Pages, APIs to VPS, serverless to Workers.

2026-07-03
deploy-vps
network-and-computer-systems-administrators

Deploy to VPS. Code is already on the server. Start the service, configure nginx, verify accessible.

2026-07-03
domain-bind
network-and-computer-systems-administrators

Help user buy a domain, configure DNS, set up SSL. Guide every click.

2026-07-03
efficiency-compare
software-developers

At milestones, compare achievement vs human programmer time and cost. Keep it realistic.

2026-07-03
env-setup
network-and-computer-systems-administrators

Help complete beginners set up their development environment. Detect Mac or other. Guide VPS purchase and SSH setup step by step.

2026-07-03
file-transfer
software-developers

Transfer files between local and server. Guide user through SCP or upload methods.

2026-07-03
fix-auto
software-developers

Auto-fix bugs. Observe symptom, find root cause, apply minimal fix, verify, explain in human terms.

2026-07-03
fix-explain
software-developers

After fixing a bug, explain what went wrong in language the user understands. No jargon for beginners.

2026-07-03
fix-guide
software-developers

Guide user through errors they see. Translate error messages to human language.

2026-07-03
fix-observe
software-developers

Step 1 of debugging: observe the symptom carefully before jumping to conclusions.

2026-07-03
fix-reason
software-developers

Step 2 of debugging: reason about root cause based on observed symptoms.

2026-07-03
fix-solve
software-developers

Step 3 of debugging: apply minimal fix. One-liner ideal. Verify nothing else broke.

2026-07-03
full-review
software-quality-assurance-analysts-and-testers

Full project review from beginning. Check every file. Plain language report.

2026-07-03
go-live
software-developers

Final go-live checklist. Is it accessible? SSL working? Mobile friendly? Show user their live URL.

2026-07-03
judge-when-to-ask
computer-occupations-all-other

Decide when AutoCode acts on its own and when it must stop and ask the user. Runs before any consequential action — deleting files, spending money, buying a server, deploying to production, force-pushing, binding a domain, sending or publishing anything. Ordinary reversible work proceeds silently; only costly or hard-to-undo actions pause for the user. Powered by I-Lang v5.0 vector judgment.

2026-07-03
learn-mistake
software-developers

Record mistakes. Check before similar builds. Avoid repeating silently.

2026-07-03
learn-pattern
software-developers

Detect recurring patterns in user's project. Apply automatically next time.

2026-07-03
learn-preference
software-developers

Learn user's preferences over time. Code style, naming, structure. Save to global prefs.

2026-07-03
memory
software-developers

Persistent memory across sessions. Save project state and user preferences. Never save secrets.

2026-07-03
milestone
software-developers

Track project milestones. Auto-detect when a significant checkpoint is reached.

2026-07-03
multi-device
software-developers

Help user work from multiple devices. Sync project via git.

2026-07-03
performance
software-developers

Optimize for speed and cost. Pick lightweight solutions. Flag expensive operations.

2026-07-03
plan-breakdown
software-developers

Break complex tasks into 5-15 ordered steps with time estimates. Dependency order first.

2026-07-03
plan-estimate
software-developers

Give realistic time and cost estimates for each step. Explain in human terms.

2026-07-03
plan-priority
software-developers

Decide what to build first. Core function before polish. Revenue before aesthetics.

2026-07-03
plan-risk
software-developers

Identify risks before building. Flag third-party dependencies, API limits, and cost traps.

2026-07-03
progress-report
software-developers

Report progress after each feature. Percentage, what just completed, what comes next.

2026-07-03
Showing top 40 of 47 collected skills in this repository.