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SkillsMP has collected 54 skills from arcasilesgroup/claudeline. Open a skill to review its source and details.
Showing 40 of 54 collected skills.
Proactive governance advisor — checks standards, decisions, and quality trends during development. Always advisory, NEVER blocks. Three modes: `advise` (post-edit), `gate` (pre-dispatch), `drift` (on-demand decision audit). Trigger for 'governance check',…
Designs motion, transitions, and micro-interactions for UI components: spring animations, gestures, easing, staggers, scroll-triggered and loading/skeleton motion. Trigger for 'animate this', 'add transitions', 'micro-interactions for', 'gesture design',…
Delivers large multi-concern specs and backlog runs autonomously: decomposes specs into sub-specs (or normalizes work items into a backlog DAG), deep-plans with parallel agents, builds a dependency DAG, implements in waves, runs a single final quality loop…
Operates the project board (GitHub Projects v2 or Azure DevOps): discovers configuration after install (fields, state mappings, process templates) and syncs work-item state at lifecycle transitions. Trigger for 'set up the board', 'configure our ADO board',…
Forces rigorous design interrogation BEFORE any code: explores approaches, surfaces ambiguity, gathers evidence, produces an approved spec that becomes the contract for /ai-plan. Trigger for 'lets add X', 'how should we handle Y', 'whats the best approach',…
Cleans branches safely: switches to the default branch, prunes merged and squash-merged branches, syncs to remote, sweeps stale specs, rotates `.ai-engineering/runtime/` per retention policy. Trigger for 'tidy up', 'tidy branches', 'sync to main', 'delete old…
Canonical implementation gateway: reads approved plan.md, resolves stack from manifest, deterministic-routes each task to its adapter, dispatches the build agent in an isolated worktree, runs TDD self-validation per task, then a single final quality loop with…
Writes production code that satisfies stack-context standards on the first pass: interface-first design, backward-compatibility checks, lightweight self-review. Trigger for 'implement this', 'write the code for', 'add X to Y', 'build this function', 'make…
Runs the governed commit pipeline: auto-branches from protected, stages selectively, formats and lints, scans for secrets, gates docs, composes a conventional message, pushes. Trigger for 'commit my changes', 'save my work', 'push this to remote', 'stage…
Interviews the operator to produce a project-identity CONSTITUTION.md (Mission / Stakeholders / Vocabulary / Prohibitions / Compliance gates / Anti-goals / Boundaries / Escalation / Language / Lifecycle phase). Trigger for 'set up the constitution', 'define…
Diagnoses broken behavior systematically with a 4-phase root-cause loop: test failures, runtime errors, crashes, regressions. Never patches symptoms. Trigger for 'it is not working', 'something broke', 'this used to work', 'I am getting an error', 'CI is…
Designs user interfaces and design systems: aesthetic direction, color palettes, typography, spatial composition, information architecture for web, mobile, CLI, and docs-heavy experiences. Trigger for 'design this page', 'create a design system', 'color…
Manages the documentation lifecycle: CHANGELOG, README, solution-intent architecture docs, external docs portals, and documentation quality gates. Auto-invoked by /ai-pr. Trigger for 'update the changelog', 'the README is stale', 'document this feature',…
Files an upstream bug or improvement report against `arcasilesgroup/ai-engineering` (the framework repo) with strict seven-vector redaction, mandatory human confirmation, and an archived sanitized copy. Trigger for 'report this upstream', 'file an…
Explains code, concepts, patterns, and architecture with engineer-grade depth: 3-tier control (brief/standard/deep), ASCII diagrams, execution traces, anchored to real file:line references. Trigger for 'how does this work', 'why does it do X', 'trace through…
Codebase-only read-only research dispatcher. Thin wrapper around the ai-explore agent for architecture mapping, dependency tracing, pattern identification, and risk surfacing — dispatch for any question spanning >= 1 file, module, or import edge. Trigger for…
Drives fundraising and investor readiness: market sizing, competitive diligence, pitch decks, financial models, and investor outreach. Trigger for 'raise money', 'build a pitch deck', 'draft an investor cold email', 'market sizing', 'competitive research',…
Validates framework compliance, ownership boundaries, risk acceptance lifecycle, and manifest integrity for regulated environments. Trigger for 'are quality gates enforced', 'who owns this file', 'formally accept a known risk', 'pre-release compliance check',…
Audits an IDE end-to-end (instruction surface, hooks, skills, agents, installer wiring) using strict file-evidence — never assumptions. Trigger for 'audit IDE support', 'is Copilot wired up correctly', 'check Claude Code integration', 'are there orphaned…
Creates a project work-item (issue / task / story) on the user's configured board: routes by manifest `work_items.provider` (GitHub Projects v2 or Azure DevOps), composes title + body + labels, attaches to the active board, and confirms a clickable link.…
Extracts lessons from merged PR review feedback by analyzing what reviewers caught, identifying missed checks, and writing entries directly to LESSONS.md. Trigger for 'the AI keeps doing X wrong', 'learn from this PR', 'what patterns did reviewers catch',…
Drives go-to-market execution and marketing content: blog posts for distribution, social crossposts, X/Twitter automation, platform-native content engines. Trigger for 'go to market', 'marketing plan', 'write a blog post to publish', 'crosspost to socials',…
Audits MCP servers and skills on demand using LLM coherence analysis to catch capability drift and rug-pulls. Trigger for 'audit this skill', 'is this MCP safe', 'check coherence', 'detect rug-pull', 'snapshot baseline', 'mcp audit'. Three modes: scan…
Generates images, videos, and audio via AI models (fal-ai MCP): cheap iteration models, expensive production finals, cost-estimate before generation. Trigger for 'generate an image', 'create a thumbnail', 'make a voiceover', 'AI video', 'text to speech for'.…
Saves persistent technical discoveries (debugging insights, non-obvious behaviors, workarounds, integration gotchas) and searches them across sessions. Trigger for 'save this', 'note that', 'remember this finding', 'what did we find about', 'do we have notes…
Onboards humans to a project: architecture tours, topic search, decision archaeology, structured new-team-member orientation. Read-only — never modifies code. Trigger for 'where does auth happen', 'what is the architecture here', 'history of this decision',…
Generates, evolves, and validates CI/CD pipelines for GitHub Actions or Azure Pipelines, enforcing SHA pinning, timeouts, secret handling, and concurrency policy. Trigger for 'set up CI/CD', 'add a deployment pipeline', 'is this workflow secure', 'check…
Decomposes an approved spec into a phased execution plan with bite-sized tasks, agent assignments, and gate criteria — the contract /ai-build executes. Trigger for 'break this down', 'create a plan', 'what tasks do we need', 'lets start implementing', 'scope…
Documents production incidents, outages, degradations, and near-misses using the DERP format (Detection, Escalation, Recovery, Prevention) with targeted interview questions per phase. Trigger for 'we had an incident', 'write up the outage', 'something went…
Creates and updates pull requests with governance: runs the commit pipeline, enforces pre-push gates, generates structured PR body from spec, watches and fixes CI until merged. Trigger for 'open a PR', 'submit this for review', 'I am ready for review', 'merge…
Optimizes prompts, system messages, and skill descriptions using explicit-over-implicit, show-do-not-tell, and rationale-embedding techniques. Trigger for 'this prompt is not working', 'optimize this skill description', 'improve triggering', 'rewrite this…
Writes content (blog posts, pitch decks, sprint review summaries, architecture board reports, solution intent documents) with automatic audience targeting (developer/manager/executive). Trigger for 'write a blog post', 'pitch this', 'sprint review summary',…
Measures AI system reliability over time by defining pass/fail criteria before implementation, running capability checks, and tracking regression via pass@k metrics. Trigger for 'how reliable is this', 'did my changes break anything', 'measure AI…
External evidence with citations via a 4-tier escalation (local → free MCPs → web/Exa → NotebookLM autonomous deep research, launched first / harvested last). Every claim sourced [N] or marked [unsourced]; output ends with 3 cited recommended directions.…
Resolves git conflicts intent-aware: categorizes by type (lock files, migrations, generated, config, code), regenerates or merges per category, never blindly accepts. Trigger for 'I have conflicts', 'rebase failed', 'merge conflict', 'cherry-pick failed',…
Reviews code changes with human-quality judgment: PR reviews, file reviews, diff analysis, architecture feedback. Default mode runs the full specialist roster through 3 macro-agents; pass `--full` for one agent per specialist. Trigger for 'review this', 'give…
Creates new ai-engineering skills or agents end-to-end: scaffold, TDD pressure-test, optimize description, register in manifest, sync mirrors. Trigger for 'create a new skill', 'add a slash command', 'the framework needs a capability for', 'build a new…
Designs schemas, plans safe migrations with rollback scripts, optimizes slow queries with index recommendations, defines data retention and GDPR right-to-erasure policies. Supports PostgreSQL, MySQL, SQLite, MongoDB. Trigger for 'add a column', 'we need a…
Runs security gates: SAST with OWASP/CWE mapping, dependency vulnerability scans, secret detection, SBOM generation for compliance, pre-release security verdict. Trigger for 'is this secure', 'audit dependencies', 'check for secrets', 'security report', 'is…
Observes session corrections, recoveries, and workflow patterns silently, then consolidates them into project-local observations on demand. Trigger for 'start observing', 'learn from this session', 'consolidate observations', 'review what was learned',…