mnfst-ai

mnfst-ai/Stage_Manager_Skills

Plugin Claude Code

Plugin marketplace listing 1 plugin: stage-manager.

mnfst-ai/Stage_Manager_Skills

Plugin Claude Code

Artful Making skills for vibe coders. 16 skills across the Shape-to-Stage flow cycle — shape your spec, validate your premise, brief it, stage it clean. The mirror never goes dark.

mnfst-ai/Stage_Manager_Skills

Instructions file

Instructions for mnfst-ai/Stage_Manager_Skills, covering stage manager — artful making skill library, available slash commands, shape (analyze before building), transition and stage (before, during, and after the build).

mnfst-ai/Stage_Manager_Skills

Plugin Claude Code

Artful Making skills for vibe coders. 16 skills across the Shape-to-Stage flow cycle — shape your spec, validate your premise, brief it, stage it clean. The mirror never goes dark.

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Stop and check whether the work in progress is still coherent — still pointing at the original intent, still serving the right user, still worth building in this form. Use this skill when a builder senses something is off but can't name it, feels like the work has drifted, wants to reset before continuing, asks "are…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Generate a live interview script that a human runs with a real person — not a survey, not a sales call. A structured conversation designed to kill assumptions using negative framing to provoke correction. Use this skill after running invalidate-prep, when a builder is ready to talk to real people, wants an interview…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Help a builder surface and rank their assumptions, identify who holds the answer, and generate problem statements for invalidation interviews. Use this skill when a builder has an idea but hasn't talked to anyone yet, wants to figure out what to test first, says "I think users want," or needs to prepare before running…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Process what a builder heard in invalidation interviews. Score each assumption as validated, invalidated, or still open. Surface the pull signal if it appeared — lean-in, reach, referral, emotion, behavior, or time. Use this skill after running invalidation interviews, when a builder comes back from a conversation and…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Read the accumulated output from one or more shape skills (Find the Holes, Collapsed Options, Risk Sequence, Soul Check) and synthesize findings into a ranked top-three problem areas with suggested fixes — then generate inline change suggestions for the builder to accept or reject, produce a StageManagerBrief.md…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Analyze a PRD, MRD, architecture doc, prompt, or prototype for places where the builder has already committed to a typical solution without knowing it — especially when they are trying to push the envelope on something. Use this skill when a vibe coder asks "am I thinking too small," "are there better approaches,"…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Analyze a PRD, MRD, architecture doc, or prompt for specification gaps where coding tools will invent behavior on their own. Use this skill whenever a vibe coder or builder asks to "find the holes," "review my spec," "what will the AI fill in," "check my PRD," or wants to identify underspecified areas before handing…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Analyze a PRD, MRD, architecture doc, design doc, or prompt for the load-bearing assumptions — the things that, if wrong, make everything downstream irrelevant. Use this skill when a vibe coder wants to know what to build first, asks "what could go wrong," wants to sequence work to surface the riskiest assumptions…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Read a PRD, design doc, prompt, prototype, or work artifact and check whether the original animating idea is still alive in it. Use this skill when a builder feels like the work has drifted, asks "is this still the right thing," senses something is off but can't name it, has been iterating for a while and wants to…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Run a five-question readiness check before a builder crosses from shaping into staging. Use this skill when a vibe coder says "I think I'm ready to start building," wants to hand work to a coding tool but hasn't explicitly checked readiness, is feeling the pull to just start, or has been shaping for a while and wants…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Break a story, feature, or design doc into flow-cycle-sized pieces that a coding tool can execute cleanly — sequenced by cost of delay. Use this skill when a vibe coder is ready to build and wants to hand work to Claude Code, Cursor, Replit, or another agentic coding tool, asks "how do I break this down," has a story…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Read the complete output of a build and generate a decisions-made manifest — every choice the coding tool made that was not explicitly specified. Use after completing a build, before ce:review, when a builder says "capture the decisions," "what was decided," or "generate the manifest." Part of the Stage Manager Artful…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Compare plan vs. code output after a coding session to surface every invisible decision the coding tool made. Use when a builder says "what did the tool change," "mirror this session," "what got invented," or after any ce:work task completion. Part of the Stage Manager Artful Making Skill Library by MNFST Ai.

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Start a Stage Manager session. Read project context, orient to what the builder is working on, and offer to watch alongside them — suggesting skills as signals emerge. Use this skill to begin a working session, when a builder says "let's start," "stage manage this," or wants a thinking partner while they build. This…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Help a vibe coder turn a shaped story, chunk, or design decision into a prompt that a coding tool can execute cleanly — scoped, guardrailed, and pointed at one specific outcome. Use this skill when a builder is ready to hand work to Claude Code, Cursor, Replit, or another agentic coding tool and asks "how do I prompt…

mnfst-ai/Stage_Manager_Skills

Skill Claude CodeCodex

Challenge the premise before a single line of code. Fires when a builder moves toward staging without naming what they validated first — no user contact, no findings, no hungry users identified. Use this skill when a builder says "let's build X" with no prior mention of who they talked to or what they found, when the…