All authors
Claude Skills by sunholo-data
github.com/sunholo-data73 skills0 installs280 views
- Agent InboxCheck and process messages from autonomous AILANG agents. Use when starting a session, after agent handoffs, or when checking for completion notifications.Votes: 0GitHub stars: 34
- Benchmark ManagerCreate and manage AILANG eval benchmarks. Use when user asks to create benchmarks, fix benchmark issues, debug failing benchmarks, or analyze benchmark results.Votes: 0GitHub stars: 34
- Builtin DeveloperGuides development of AILANG builtin functions. Use when user wants to add a builtin function, register new builtins, or understand the builtin system. Reduces development time from 7.5h to 2.5h (-67%).Votes: 0GitHub stars: 34
- Codebase OrganizerMonitor and refactor large files into smaller, AI-friendly modules. Use when user asks to check file sizes, split large files, or organize the codebase. Ensures tests pass before and after refactoring.Votes: 0GitHub stars: 34
- Collaboration HubDevelop and modify the AILANG Collaboration Hub UI. Use when user asks to add features to the monitoring dashboard, modify the approval queue, update the message center, or make changes to the React frontend.Votes: 0GitHub stars: 34
- Design Doc CreatorCreate AILANG design documents in the correct format and location. Use when user asks to create a design doc, plan a feature, or document a design. Handles both planned/ and implemented/ docs with proper structure.Votes: 0GitHub stars: 34
- Design Spec AuditorVerify code implementation aligns with design specifications. Use after implementing features, during code reviews, or when refactoring to ensure architectural compliance. Compares design docs with actual code.Votes: 0GitHub stars: 34
- Docs SyncSync AILANG documentation website with codebase reality. Use after releases, when features are implemented, or when website accuracy is questioned. Checks design docs vs website, validates examples, updates feature status.Votes: 0GitHub stars: 34
- Eval AnalyzerAnalyze evaluation baseline results, identify failure patterns, and generate actionable insights. Use after running eval baselines or when user asks to analyze eval results, check benchmarks, investigate failures, or understand what's failing.Votes: 0GitHub stars: 34
- Headless RunnerRun Claude Code in headless/programmatic mode for automation, CI/CD, and agent workflows. Use when user asks about headless mode, programmatic execution, scripting Claude, or automating Claude workflows.Votes: 0GitHub stars: 34
- Model ManagerTest, validate, and add new AI models to the eval suite. Use when user asks to add new models, test model access, check pricing, or update models.yml.Votes: 0GitHub stars: 34
- Parser DeveloperGuides AILANG parser development with conventions and patterns. Use when user wants to modify parser, understand parser architecture, or debug parser issues. Saves 30% of development time by preventing token position bugs.Votes: 0GitHub stars: 34
- Post ReleaseRun automated post-release workflow (eval baselines, dashboard, docs) for AILANG releases. Executes 46-benchmark suite (medium/hard/stretch) + full standard eval with validation and progress reporting. Use when user says "post-release tasks for vX.X.X" or "update dashboard". Fully autonomous with pre-flight checks.Votes: 0GitHub stars: 34
- Prompt ManagerOptimize and manage AILANG teaching prompts for maximum conciseness and accuracy. Use when user asks to create/update prompts, optimize prompt length, or verify prompt accuracy.Votes: 0GitHub stars: 34
- Release ManagerCreate new AILANG releases with version bumps, changelog updates, git tags, and CI/CD verification. Use when user says "ready to release", "create release", mentions version numbers, or wants to publish a new version.Votes: 0GitHub stars: 34
- Sprint ExecutorExecute approved sprint plans with test-driven development, continuous linting, progress tracking, and pause points. Supports parallel milestone execution via Task sub-agents. Use when user says "execute sprint", "start sprint", or wants to implement an approved sprint plan.Votes: 0GitHub stars: 34
- Sprint PlannerAnalyze design docs, calculate velocity from recent work, and create realistic sprint plans with day-by-day breakdowns. Use when user asks to "plan sprint", "create sprint plan", or wants to estimate development timeline.Votes: 0GitHub stars: 34
- Test Coverage GuardianAnalyze test coverage, identify gaps, detect dead code, and improve test quality. Use when user asks to check coverage, review tests, find untested code, or improve test robustness.Votes: 0GitHub stars: 34
- Use AilangWrite and run AILANG code with correct syntax. Use when user asks to write AILANG programs, fix AILANG syntax errors, run AILANG code, or needs help with AILANG syntax. Includes version checking, syntax validation, and common patterns.Votes: 0GitHub stars: 34
- Skill UpdatesBidirectional messaging between AILANG core and external projects.Votes: 0GitHub stars: 34
- Agent InboxCheck and process messages from autonomous AILANG agents. Use when starting a session, after agent handoffs, or when checking for completion notifications.Votes: 0GitHub stars: 34
- Ailang PackagesCreate, validate, and publish AILANG packages with correct conventions. Use when user asks to create a new package, fix package errors, add dependencies, publish to registry, or import packages. Also use when encountering IMP010, LDR001, MOD010, or export type errors during package development.Votes: 0GitHub stars: 34
- Benchmark ManagerCreate and manage AILANG eval benchmarks. Use when user asks to create benchmarks, fix benchmark issues, debug failing benchmarks, or analyze benchmark results.Votes: 0GitHub stars: 34
- Benchmark RunnerRun ai-coding-lang-bench benchmark trials against AILANG, monitor active sessions, analyze results (cost/tokens/time/pass-rate), compare prompt strategies, and identify language gaps. Use when user says "run benchmark", "benchmark AILANG", "run trials", "analyze results", "find gaps", "monitor benchmark", or "compare prompt strategies".Votes: 0GitHub stars: 34
- Builtin DeveloperGuides development of AILANG builtin functions. Use when user wants to add a builtin function, register new builtins, or understand the builtin system. Reduces development time from 7.5h to 2.5h (-67%).Votes: 0GitHub stars: 34
- Cli Doc MaintainerMaintain AILANG CLI help as single source of truth. Use when: adding new commands, adding environment variables, updating command behavior, auditing CLI documentation, ensuring help.go matches codebase implementation, improving CLI discoverability for AIs.Votes: 0GitHub stars: 34
- Cloud Cascade DebugInvestigate why an `ailang publish` cascade didn't fire (or fired and silently failed) on multivac. Inspects gcloud logs across the registry validator, the Pub/Sub `ailang-cascade` topic, and the coordinator's task queue. Use when the user says "auto-cascade didn't work", "why didn't multivac pick this up", "check cloud logs for cascade", or "the dependents didn't get bumped".Votes: 0GitHub stars: 34
- Cloud SetupSet up Codex cloud/mobile environments for AILANG development. Use when starting a new cloud session, when tools are missing (Go, make, gh), or when user says "setup cloud", "setup environment", or mentions mobile Codex.Votes: 0GitHub stars: 34
- Codebase OrganizerMonitor and refactor large files into smaller, AI-friendly modules. Use when user asks to check file sizes, split large files, or organize the codebase. Ensures tests pass before and after refactoring.Votes: 0GitHub stars: 34
- Collaboration HubDevelop and modify the AILANG Collaboration Hub UI. Use when user asks to add features to the monitoring dashboard, modify the approval queue, update the message center, or make changes to the React frontend.Votes: 0GitHub stars: 34
- Coordinator HelperManage coordinator daemon tasks, approve/reject work, monitor autonomous agents. Use when user asks to delegate tasks, check task status, review agent work, manage the coordinator, or use GitHub-driven approval workflow.Votes: 0GitHub stars: 34
- Design Doc CreatorCreate AILANG design documents in the correct format and location. Use when user asks to create a design doc, plan a feature, or document a design. Handles both planned/ and implemented/ docs with proper structure. Also use when asked to run a design doc through quorum or review — `ailang design-quorum` (N off-Anthropic reviewers, optional step) and `ailang design-review` (single reviewer) are documented here.Votes: 0GitHub stars: 34
- Design Spec AuditorVerify code implementation aligns with design specifications. Use after implementing features, during code reviews, or when refactoring to ensure architectural compliance. Compares design docs with actual code.Votes: 0GitHub stars: 34
- Docs SyncSync AILANG documentation website with codebase reality. Use after releases, when features are implemented, or when website accuracy is questioned. Checks design docs vs website, validates examples, updates feature status.Votes: 0GitHub stars: 34
- Eval AnalyzerIdentify AILANG language gaps from agent struggles, analyze eval baselines, and generate actionable insights. PRIMARY PURPOSE is finding what stdlib/prompt improvements would help agents succeed. Use when analyzing eval results, checking benchmarks, or investigating failures.Votes: 0GitHub stars: 34
- Eval Gap FinderFind AILANG vs Python eval gaps and improve prompts/language. Use when user says 'find eval gaps', 'analyze benchmark failures', 'close Python-AILANG gap', or after running evals.Votes: 0GitHub stars: 34
- Gemini Cli HelperRun Gemini CLI commands from Codex with correct Node version. Use when user asks to run Gemini CLI, test Gemini traces, or debug Gemini telemetry.Votes: 0GitHub stars: 34
- Github Issue TriageTriage open GitHub issues on sunholo-data/ailang by verifying each one against the current code on origin/dev, then closing (with evidence), labelling, transferring or escalating it. Use when the user asks to "check issues", "triage issues", "sync issues", "what issues are open", "clean up the issue tracker", or after a release to find what shipped.Votes: 0GitHub stars: 34
- Headless RunnerRun Codex in headless/programmatic mode for automation, CI/CD, and agent workflows. Use when user asks about headless mode, programmatic execution, scripting Codex, or automating Codex workflows.Votes: 0GitHub stars: 34
- Local Model OnboardingOnboard a new on-device model to the Mac Studio eval rig end-to-end — hardware size/shape feasibility gate, OpenRouter quality pre-screen, ollama pull, opencode+pi cross-harness registration in models.yml, and continuous-rotation wiring. Use when the user wants to add/test/try a new local (Ollama) model on the rig, asks whether a model is the right size/shape for the hardware, or wants to evaluate a candidate before committing rig time.Votes: 0GitHub stars: 34
- Local Ollama EvalRun AILANG agent-mode evaluations against local Ollama models on a dedicated Mac Studio rig. Use when user mentions "local ollama", "gemma4", "run eval locally", "smoke tier on the rig", "ollama benchmark", or wants to start/monitor a local-model eval rotation. Covers the M-EVAL-LOCAL-OLLAMA + M-EVAL-LOCAL-OBSERVABILITY workflow.Votes: 0GitHub stars: 34
- Mission ControlRun ONE outer-loop iteration of a long-running mission (default: the V1 mission) — observe mission state, pick the top backlog item, route it through design-doc-creator → sprint-planner → sprint-executor → sprint-evaluator with the mission''s model routing policy, record a log entry, and run the retro. Use when user says "run mission control", "mission iteration", "work the v1 backlog", or when fired nightly by the dev.ailang.mission-control launchd job.Votes: 0GitHub stars: 34
- Motoko AnalyzerRun ONE motoko-mission improvement cycle with deterministic diagnostic gates (observe → diff → cheap-confirm → build → validate). Use when working on the motoko mission, running improvement cycles, or when the mission diagnostic loop or its gates are mentioned.Votes: 0GitHub stars: 34
- Parser DeveloperGuides AILANG parser development with conventions and patterns. Use when user wants to modify parser, understand parser architecture, or debug parser issues. Saves 30% of development time by preventing token position bugs.Votes: 0GitHub stars: 34
- Post ReleaseRun automated post-release workflow (eval baselines, dashboard, docs) for AILANG releases. Runs the tier-based benchmark suite (core+stretch+frontier by default) for standard + agent evals with validation and progress reporting. Use when user says "post-release tasks for vX.X.X" or "update dashboard". Fully autonomous with pre-flight checks.Votes: 0GitHub stars: 34
- Pr MonitorRobustly observe, audit, and respond to GitHub PRs we author (or have changes-requested on). Use when waiting on review feedback, when the user says "any new comments?", when reviewing CR/maintainer asks, or when replying to inline review threads. Codifies lessons from missing the `/pulls/N/reviews` endpoint and from `since=` cursor resets.Votes: 0GitHub stars: 34
- Prompt ManagerOptimize and manage AILANG teaching prompts for maximum conciseness and accuracy. Use when user asks to create/update prompts, optimize prompt length, or verify prompt accuracy.Votes: 0GitHub stars: 34
- Release ManagerCreate new AILANG releases with version bumps, changelog updates, git tags, and CI/CD verification. Use when user says "ready to release", "create release", mentions version numbers, or wants to publish a new version.Votes: 0GitHub stars: 34
- Sonarcloud TriageTriage SonarCloud issues and hotspots via the SonarCloud Web API — check gate status, list open BLOCKER/CRITICAL bugs + vulns, group hotspots by rule, bulk-mark hotspots Safe per rule, transition issues to False Positive, and change the New Code period. Use whenever the user mentions SonarCloud, Sonar, quality gate red/failing, code smells to triage, marking hotspots safe, marking issues as false positive, setting new code period, or asks "why is the Sonar gate red" — even if they only refere...Votes: 0GitHub stars: 34
- Sprint EvaluatorEvaluate sprint implementations against design docs and acceptance criteria. Runs after sprint-executor to assess quality with concrete scoring rubric (100 points, 70 to pass). Provides actionable feedback loop on failure. Use when user says "evaluate sprint", "review implementation", "assess sprint quality", or automatically via coordinator after sprint execution.Votes: 0GitHub stars: 34