p10for-pick-10-for-situation

name	p10for - Pick 10 For Situation
description	Pick 10 skills matched to a described situation. Analyzes the user's situation, infers their actual need, and selects skills appropriate to their phase and domain. Standalone implementation of the SITUATION algorithm from /pick.
tier	tier4
categories	["Meta & Navigation"]
tags	["shortcut","pick","discovery","situation","contextual"]
output	{"format":"prose"}

Pick 10 For Situation

Input: $ARGUMENTS

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Core Principles

1. Situations encode phase, not just topic. "I need to launch a product" is early-phase. "My product launch failed" is recovery-phase. The same domain requires completely different skills depending on where the user is in their process.

2. The stated situation is not always the real need. "I need to write a business plan" might mean "I need to decide if this idea is viable." Situation analysis must look through the stated task to the underlying need.

3. Phase-appropriate skills outperform best-in-class skills. The best analysis skill is useless if the user is past analysis and needs execution. Match the skill to where they ARE, not where they should be.

4. Situation complexity determines skill depth. Simple situations need tier1/tier2 skills. Complex multi-stakeholder situations need tier3/tier4 specialized skills. Match skill sophistication to situation complexity.

5. Action orientation wins. When in doubt, prefer skills that produce actionable output over skills that produce understanding. Understanding is valuable but situations demand movement.

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Phase 1: Situation Parsing

[A] RAW_SITUATION: [verbatim from $ARGUMENTS]

[B] SITUATION_ANALYSIS:
    Step 1: What is the DOMAIN?
        [technical / business / personal / creative / organizational / mixed]
    Step 2: What is the PHASE?
        [exploring / planning / deciding / executing / stuck / recovering / validating]
    Step 3: What is the COMPLEXITY?
        [simple (1 actor, 1 goal) / moderate (few actors, clear goal) / complex (many actors, unclear goal)]
    Step 4: What is the URGENCY?
        [no deadline / weeks / days / hours / already late]
    Step 5: What is the UNDERLYING NEED? (look through the stated situation)
        [what does the user actually need to move forward?]

[C] INFERRED_GOAL: [restate the situation as a goal: "Achieve [X] given [constraints]"]

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Phase 2: Phase-Matched Skill Search

[D] PHASE_SKILL_MAP:

Based on identified phase, weight skill selection:

EXPLORING:
    Primary: exploration skills (/se, /dd, /poa, /lr)
    Secondary: framing skills (/gu, /grf, /pre)
    Avoid: execution/validation skills (premature)

PLANNING:
    Primary: planning skills (/de, /to, /gd, /dcm)
    Secondary: risk skills (/ria, /rca)
    Avoid: divergent exploration (already past that)

DECIDING:
    Primary: decision skills (/dcp, /cmp, /cba, /dm)
    Secondary: validation skills (/aex, /ht)
    Avoid: more exploration (decision paralysis risk)

EXECUTING:
    Primary: action skills (/dbg, /pw, /stl)
    Secondary: monitoring skills (/pv, /mv)
    Avoid: re-analysis (sunk cost territory)

STUCK:
    Primary: diagnostic skills (/rca, /dbg, /fohw)
    Secondary: reframing skills (/ai, /cda, /ie)
    Avoid: more of what got them stuck

RECOVERING:
    Primary: recovery skills (/rmm, /kta, /cor)
    Secondary: analysis skills (/araw, /rca)
    Avoid: premature re-execution

VALIDATING:
    Primary: validation skills (/vbo, /val, /pv, /mv)
    Secondary: improvement skills (/iterate, /imps)
    Avoid: re-planning (validate what exists)

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Phase 3: Scoring and Selection

[E] CANDIDATE_SCORING:

For each candidate skill:
    RELEVANCE: How directly does this address the inferred goal? (0-3)
    PHASE_FIT: Does this match the identified phase? (+2 if primary, +1 if secondary, -1 if avoid)
    TIER_WEIGHT: tier1=3, tier2=2.5, category=2, tier3=2, experimental=1.5, tier4=1
    COMPLEXITY_MATCH: Does skill sophistication match situation complexity? (+1 if matched)
    ACTION_BONUS: Does this skill produce actionable output? (+1 if yes)
    TOTAL = RELEVANCE + PHASE_FIT + TIER_WEIGHT + COMPLEXITY_MATCH + ACTION_BONUS

Step 1: Score top 30 candidates (3x the target of 10)
Step 2: Rank by total score
Step 3: Take top 10
Step 4: Verify coverage:
    - At least 3 different skill functions represented
    - At least 1 skill from the primary phase category
    - At least 1 skill from the secondary phase category
    If not, swap lowest-scoring picks to fill gaps

---

Phase 4: Output

ALGORITHM: SITUATION
SITUATION: [raw situation]
INFERRED: Domain=[domain] | Phase=[phase] | Complexity=[complexity] | Urgency=[urgency]
UNDERLYING NEED: [inferred goal]
POOL: [total candidates scored]
PICKED: 10

  1. /[id] — [title]
     Situation fit: [why this helps with THIS situation specifically]
     Phase: [primary/secondary] | Tier: [tier] | Score: [total]

  2. /[id] — [title]
     Situation fit: [why]
     Phase: [primary/secondary] | Tier: [tier] | Score: [total]

  [continue to 10...]

SUGGESTED WORKFLOW:
  First: /[skill] — because: [why start here given the phase]
  Then: /[skill] → /[skill] — because: [sequence logic]
  Finally: /[skill] — because: [why end here]

COVERAGE:
  Functions covered: [list]
  Phase coverage: [primary skills: N, secondary: M]

GAPS:
  Not covered: [what aspects of the situation are unaddressed]
  To fill: /[suggested additions]

PHASE WARNING: [if applicable]
  [e.g., "You appear to be in STUCK phase but requested planning skills — consider diagnostic skills first"]

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Failure Modes

Failure	Signal	Fix
Phase mismatch	Skills for wrong phase (analysis skills for someone in execution)	Re-read situation for phase signals: tense, verbs, emotional tone
Surface-level situation reading	Picks address the stated task, not the underlying need	Ask: what does this person need to MOVE FORWARD, not just what did they say?
Complexity mismatch	Simple situation gets heavy analytical tools, or complex situation gets shallow ones	Match tool sophistication to situation complexity
All analysis, no action	10 analytical skills for someone who needs to DO something	Include at least 2 action-oriented skills for any non-exploring phase
Ignoring urgency	Recommending deep analysis for a "need it today" situation	Check urgency — under time pressure, prefer direct action skills
Generic picks	Skills that are always recommended regardless of situation	Each pick must reference the SPECIFIC situation in its justification

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Depth Scaling

Depth	Situation Analysis	Scoring	Output
1x	Phase identification only	Score top 20 candidates	Ranked list
2x	Full 5-dimension analysis + underlying need	Score top 30 + coverage verification	List + workflow + gaps
4x	Situation analysis + analogous situation comparison	Score all library + phase interaction analysis	Full workflow with contingencies
8x	Deep situation modeling with stakeholder/system analysis	Complete library + multi-phase scenario scoring	Situation-specific toolkit with decision tree

Default: 2x. These are floors.

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Pre-Completion Checklist

• Situation parsed for domain, phase, complexity, and urgency
• Underlying need identified (not just stated task)
• Skills weighted by phase appropriateness
• Exactly 10 skills returned
• Each pick's justification references the specific situation
• At least 3 functions represented
• Suggested workflow matches the identified phase
• Phase warnings issued if situation signals conflict with picks

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Integration

• Shortcut for: /pick 10 for $ARGUMENTS
• Use when: You have a situation and want the right tools, not a specific goal
• Routes to: The 10 picked skills; /gu if underlying need is unclear
• Related: /p10goal (goal-directed, not situation-directed), /wsib (single best skill)
• Differs from /p10goal: goal assumes clarity of objective; for handles ambiguous situations
• Differs from /wsib: wsib returns 1 skill; p10for returns 10 with workflow