Skills Soft Skills Break Through Stagnation

Break Through Stagnation

v20261017
unstuck
Helps users stuck in repetitive failures or facing hard choices by applying lateral thinking personas (hacker, researcher, simplifier, architect, contrarian). Runs solo or as a debate to synthesize multiple perspectives and converge on one actionable recommendation.
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Overview

/ouroboros:unstuck

Break through stagnation, or advise on a hard choice, with lateral thinking personas. Solo runs one persona; debate runs several in parallel and synthesizes them.

Usage

ooo lateral                       # debate: all 5 lateral personas
ooo lateral <persona>             # solo: one persona
ooo lateral debate <p1> <p2> ...  # debate with explicit members
ooo lateral @all                  # debate preset (the only preset)

Personas (lateral pool)

Stateless reframing lenses only; stateful roles (evaluator, qa-judge, ontologist, socratic-interviewer) have their own skills.

PersonaLensUse when
hackerMake it work first, elegance laterOverthinking blocks progress
researcherWhat information are we missing?The problem is unclear
simplifierCut scope, return to MVPComplexity is overwhelming
architectRestructure the approach entirelyThe current design is wrong
contrarianAre we solving the wrong problem?Assumptions need challenging

Besides direct ooo lateral, you MAY chain into this skill from another skill (for example as socratic-interviewer in ooo interview) when the current question needs multi-perspective deliberation; afterwards summarize the options, return to the parent flow, and let the user decide.

Instructions

Step 1: Parse args into a mode

InputModeMembers
no args, debate, or @alldebateall 5 personas
<persona>solothat persona
debate <p1> <p2> ...debatethe listed personas
@<unknown-preset>errorreject and list known presets
<unknown-persona>errorreject and list the 5 personas
<p1> <p2> ... without debateerrorreject and suggest ooo lateral debate <p1> <p2>

Validate every persona name against the pool; never coerce silently. When a parent skill wants one persona but names none, omit persona and pass stagnation_pattern (spinning, oscillation, no_drift, diminishing_returns) if known; the server picks the persona (default contrarian).

Pick the lateral mode too. Use mode="decision" when the user faces a consequential choice between options (which database, which architecture) rather than a stall; otherwise omit mode (default unstuck). In decision mode, problem_context describes the options and current_approach the currently favored one (or undecided), and an omitted persona means a full debate. Pass research=true only when the user explicitly asks for web-grounded research; it is slower and never the default.

Step 2: Gather required context before the MCP call

The tool hard-fails when problem_context or current_approach is empty, so resolve both first (solo and debate alike):

  1. Reuse session state from the parent skill or recent conversation: problem_context (what the user is stuck on, 1-3 sentences), current_approach (what was tried; "none yet, first attempt" is fine), and optional failed_attempts.
  2. If either field is unrecoverable, ask the user one combined question with the active runtime's ask_user capability: "Two things I need before lateral thinking can run: (1) what are you stuck on right now, (2) what have you already tried? A sentence each is enough." Wait for the answer. Never fabricate these fields; current_approach="not specified" is acceptable, invented content is not.

Step 3: Always call ouroboros_lateral_think

Every invocation routes through the MCP tool, solo and debate, in every runtime; never substitute a direct subagent fan-out.

Loading MCP tools (deferred-schema guard)

Ouroboros tools may be deferred, and a schema loaded on one turn can unload by the next. Immediately before each ouroboros_* call, load it with the active runtime's tool-discovery capability: "+ouroboros lateral" for ouroboros_lateral_think; "+ouroboros conductor decision" for ouroboros_record_conductor_decision (decision mode). A call whose schema is not loaded fails with "Invalid tool parameters". If the tool is already callable, discovery is a no-op and an empty result is expected. If the tool is genuinely absent (neither exposed nor loadable), stop and report that the MCP dispatch surface is broken; do not improvise solo or debate without it.

Call it with:

  • Solo: persona=<one>, problem_context, current_approach, failed_attempts.
  • Debate: personas=[...], problem_context, current_approach, failed_attempts.
  • Plus mode/research from Step 1, and session_id when running inside an interview or lateral session (it binds the fan-out so results submitted from another session are refused).

Step 4: Act on the response shape (the server picks it)

ModePlugin responseInline response
Soloone _subagent objectone # Lateral Thinking: <approach> block in content
Debate_subagents array (N objects)N blocks joined by \n\n---\n\n, plus a hidden dispatch block carrying the same N payloads

Inline dispatch block (debate, inline only). Prefer the structured copy in the response meta when present. Otherwise take the text between <!-- ouroboros-lateral-inline-dispatch-v1 base64\n and \n--> at the end of content, base64-decode it, and parse the JSON. A host that did not declare subagent capability receives the neutral shape:

{"dispatch_mode": "host_decides", "host_action": "dispatch_subagents_if_supported", "execution_preference": "parallel", "fallback_strategy": "sequential", "persona_count": N, "payloads": [...]}

An explicitly sequential execution authority receives dispatch_mode="sequential" with legacy_dispatch_mode="inline_fallback", which is compatibility metadata only. Never split the joined display text on ---: user content can contain the separator.

Shape A: plugin response (OpenCode plugin mode)

The plugin spawns the children itself. Await the single _subagent result (solo) or all _subagents results (debate), then present or synthesize. If the response is inline text with neither key, you are not in plugin mode: use Shape B.

Shape B: inline response

The dispatch block distinguishes declared host_driven, capability-neutral host_decides, and explicit sequential execution. Solo: present the approach summary, reframing prompt, and questions to consider, then route back to the workflow.

Debate, runtime supports sub-agent dispatch
  1. Show the visible markdown under a short "what the lateral toolkit suggests" header.
  2. With host_action="spawn_subagents", or host_action="dispatch_subagents_if_supported" when the runtime has a native parallel primitive, use the active runtime's orchestrate_subagents capability: one isolated child per payload, launched together, each given its prompt verbatim plus its context.
  3. Await all children and correlate each result by result_correlation_key (normally context.persona).
  4. Optional Round 2 cross-attack, only when Round 1 answers diverge: give each persona short summaries of the others and ask "Identify one weakness in each. 200 words max."
  5. Synthesize (below).
Debate, constrained runtime without sub-agent dispatch

If the response is stamped with dispatch_mode="sequential", or with dispatch_mode="host_decides" and the host has no native parallel primitive, process each recovered payload in order, correlate every result by result_correlation_key, and synthesize after the last one. If no payloads are recoverable (no meta copy and no dispatch block), present the handler's markdown as-is and synthesize from that text; there is no Round 2.

Synthesize (debate, all shapes)

In decision mode, follow the synthesis contract the response carries: exactly one recommendation stated first, its grounds (citing only sources personas actually fetched), the strongest dissent, and flip conditions. After the user accepts, offer to persist it with ouroboros_record_conductor_decision as the contract describes.

In unstuck mode, present options, not a verdict:

## Debate result: N personas

### Options
- **Option A** (from <persona>): <one-liner>
- **Option B** (from <persona>): <one-liner>

### Disagreements
- <persona X> vs <persona Y>: <what they disagree about>

### Recommended (with reasoning)
<your single best read, labeled as your recommendation>

In both modes the choice is the user's: never auto-progress to the next workflow step on their behalf.

RFC #1392 State Breadcrumb Footer

End the final response with exactly one line ◆ <current state> → next: <recommended action>. Derive the state from live session state via ouroboros_session_status when available, otherwise from this skill's actual outcome. Never use a linear Step N of M footer; when the next step is a real choice, list 2-3 options.

Info
Category Soft Skills
Name unstuck
Version v20261017
Size 9.16KB
Updated At 2026-10-18
Language