/pov — Point-of-View Synthesis
SkillAI & modelsSingle-model forced-framing diversity with inline synthesis. Turn-manager protocol: unfold → synthesize → reduce → conclude. Use for decision synthesis and strategic alignment. Cheaper than /cdo, richer than /think.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the /pov — Point-of-View Synthesis skill
What this skill tells your AI
The instructions your AI receives, as published by lev-os/agents in skills/pov/SKILL.md and read by ahel’s review.
/pov is a turn manager, not a one-shot. Each turn produces raw output, declares its successor, and stops. This is unfolding — prevents the model from simulating conclusions without doing the generative work.
When to use
- Decision synthesis between 2-N options
- Strategic alignment across competing perspectives
- Terminology lockdown, IR design, vocabulary choice
- Conflict resolution where framing diversity > model independence
When NOT to use
- Facts under dispute →
/cdo(model independence catches blind spots) - Code review / audit →
/reviewor/security-review - Single-chain reasoning →
/think - Parallel model comparison →
/tribunal
The 4-turn protocol
Turn 1 — Unfold
Print 20-35 raw POVs. No synthesis. Each item:
- 1 sentence, ≤ 20 words
- Framed through a lens (persona or method)
- Marked
(safe)|(wildcard)|(tbd)
Lenses — pick 6-10 per invocation:
systems_thinking,first_principles,figure_storming10x_dev,elon_musk,karpathy,sam_altmanbuffet_bezos_dimon,einstein_turingjesus_gandhi_godpre_mortem,reverse_brainstorm,second_order,opportunity_cost
Exit gate: declare Turn 2 is next. Stop.
Turn 2 — Synthesize
- Conflicts — find pairs/groups that genuinely oppose. Cite items by number. State the opposition evidenced.
- Convergences — find items where 3+ agree on the same direction. State the signal strength.
- Resolution hints — for each conflict, suggest "resolves as X" with evidence.
Exit gate: declare Turn 3 is next. Stop.
Turn 3 — Reduce
Collapse to ONE of:
- 1 concrete sequence — numbered steps with exit gates per step
- 1 axiom — compressed invariant that makes the decision self-evident
Exit gate: declare Turn 4 is next. Stop.
Turn 4 — Conclude
- Top-expert recommendation — name the domain, cite what practitioners in that field would do
- Evidence anchors — link back to Turn 2 convergences
- Exit menu — max 5 next-step options using the follow-up template
Exit gate: /pov cycle complete.
Axioms
- Forced-framing diversity > persona identity — one model producing N frames matches N models producing N similar frames, at 1/N the cost.
- Synthesis before enumeration — 30 items without synthesis is noise; synthesis without 30 items is bias.
- Name theater before claiming rigor — call out which thinking systems actually fired vs which were prompt-stems.
- Unfolding prevents simulation — compressed turns let the model hallucinate conclusions without doing the generative work. Turn boundaries force real output.
Costs & limits
- Tokens: ~2000-4000 per full cycle
- Time: 4 turns, no subagent round-trip
- Blind-spot risk: high (single model) — do not use for facts under dispute
vs other skills
| Skill | Use when |
|---|---|
/pov | decision synthesis, framing diversity, strategic alignment |
/cdo | multi-agent deliberation, facts under dispute, model independence matters |
/think | structured single-chain reasoning |
/tribunal | parallel model comparison with cross-agent consensus |
Worked example
2026-04-18 dogfood decision: /pov decided whether to ship /pov.
- Capture:
.lev/pm/workstreams/lifecycle-engine/captures/20260418-pov-pattern-and-c2-licensing.yaml - 4 turns · 30 POVs → 4 conflicts + 5 convergences → 5-step sequence → Unix-philosophy conclusion
- Self-validation: /pov reasoning about /pov ship produced an actionable decision inline, single session, no subagents
Provenance
Discovered organically during DNA-hardening work (2026-04-16 → 2026-04-19) as an emergent pattern in next-steps menus. Formalized after the user recognized the pattern outperformed /cdo for synthesis tasks at ~5% of orchestration cost.
Signals
- GitHub stars
- 22
- Forks
- 2
- Last commit
- Sep 2026
Advanced
- Catalog kind
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- Gateway key
pov- Source
- github.com/lev-os/agents