Run Project Bundle

Plugin run-project-bundle in AnkitClassicVision/ankit_shared_skills. Commands read from the repo's manifest — 1 month ago.

Skills (16)

• aac-process-design

  Design or audit an agentic AI workflow with process-first guardrails: deterministic spine, evidence, gates, monitoring, and recovery before autonomy. Use when a user is designing an AI workflow, agent flow, workflow automation, vendor AI deliverable, or autonomy review.

• agent-spec-writer

  Write specifications precise enough for autonomous AI coding agents to implement without human intervention. Use when: user wants to spec a feature, system, or tool for agent implementation. Do NOT use for: writing code directly (let agents implement), creating skills (use skill-creator).

• agenttwin

  Diagnose, score, map, visualize, or accept an AI agent or workflow using a public closed-loop readiness report. Use for agent specs, automation workflows, vendor proposals, and agentic builds.

• codebase-organizer

  Universal codebase operations: analyze, organize, and architecturally deepen any repo. Two commands: /organize for read-only analysis and /deepen for multi-agent refactoring. Use when the user wants a codebase scan, deep module scoring, dependency mapping, architectural improvement, or code-to-skill

• context-layer-generator

  Build three context layers (structural, semantic, philosophical) for a module or service, producing production-ready artifacts: a module manifest, behavioral contracts, and a decision log. Use when: (1) a dark code audit identifies high-risk modules, (2) proactively documenting any critical service,

• grill-me

  Relentlessly interview the user to stress-test a plan, design, docs, or existing codebase before building. Use when the user says "grill me", "grill docs", "grill with docs", wants codebase/domain alignment, wants a CONTEXT.md or ADR-backed interrogation, or needs shared language before implementati

• handoff

  Compact the current conversation into a handoff document for another agent to pick up.

• improve-codebase-architecture

  Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

• make-it-make-sense

  Use when a user asks to make sense of a confusing idea, decision, plan, document, transcript, system, unfamiliar domain, or stuck situation. Produces a visible router, chooses the right artifact shape, marks trust level on important claims, surfaces only useful insights, and follows the user's captu

• run-project

  Universal project conductor. One command, full pipeline. Auto-detects everything.

• scout

  Use when a user asks whether a new external thing, idea, article, tool, repo, framework, competitor move, workflow, or opportunity is worth caring about now. Runs a memory-first triage, maps where the thing applies, and returns exactly one verdict: GO-now, PARK, or KILL.

• seeit

  Comprehension instrument for AI-mediated work. Triggers when the user says "seeit", "show me the shape", "make this visible", or asks to see/understand/visualize a project, codebase, agent workflow, spec, or AI build at a structural level. Use this skill whenever the user wants to understand the SHA

• skillify

  Turn any repository into a structured, skill-like decomposition that stays alive for context at all times. Invoke during spec diagramming, brownfield exploration, or at any point in a repo's lifecycle. Auto-creates a skill-pack directory with PROJECT.md (repo-as-skill manifest), context layers, and

• to-issues

  Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.

• to-prd

  Turn the current conversation context into a PRD and produce a PRD artifact that can be pasted into the project issue tracker. Use when user wants to create a PRD from the current context.

• writing-plans

  Use when writing implementation plans with bite-sized tasks, file paths, ordered steps, verification checkpoints, and handoff-ready execution detail.

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