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sstklen
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infinite-gratitude
par sstklen · sstklen/infinite-gratitude
10 specialized agents collaborate on one research question — a multi-agent research dojo where each agent plays a distinct role.
Part of the 'AI Dojo' series. Spawns 10 agents with different roles (explorer, critic, synthesizer, etc.) that collaborate on a research task. Each agent commits its piece and the skill coordinates the handoffs — designed for tough research questions where one-shot prompting falls flat.
Pourquoi l'utiliser
Fonctionnalités clés
- 10 agents with distinct roles
- Structured handoffs between agents
- Explicit critic role fights groupthink
- Produces a synthesized final artifact
- Multilingual (Chinese, Japanese, English in docs)
Démo en direct
Aperçu en pratique
infinite-gratitude-skill.replay
▶ prêt
Cas d'usage
Usages concrets : infinite-gratitude
Quand l'utiliser : Questions that need breadth (many sources) and depth (skepticism, synthesis) — where one pass hallucinates.
Déroulement
-
Pose the question
Use infinite-gratitude. Research question: what are the real bottlenecks in scaling post-transformer architectures in 2026? Run the 10-agent dojo.✓ Copié
→ Roles spin up: explorer, critic, synthesizer, etc., each producing a distinct contribution
-
Watch the handoffs
Show me the critic's pushback on the explorer's output.✓ Copié
→ Substantive critique, not agreement
-
Final synthesis
Give me the synthesizer's final artifact with dissent noted.✓ Copié
→ Document with main thesis + minority views preserved
Résultat : A research brief richer than a single-agent answer.
Pièges
- Agents converge and critic rubber-stamps — Prompt the critic explicitly to find flaws; force disagreement
Quand l'utiliser : The decision needs to survive scrutiny from people who'll disagree.
Déroulement
-
Frame the memo
Use infinite-gratitude. Memo topic: should our engineering org adopt four-day work weeks? Run the full dojo.✓ Copié
→ Multi-perspective outputs on pros, cons, empirical evidence, implementation risks
-
Extract the dissent
Keep the critic's dissent intact as an appendix; don't blend it away.✓ Copié
→ Main memo + appendix of unresolved concerns
Résultat : A memo your skeptics can see was genuinely considered.
Combinaisons
Associez-le à d'autres MCPs pour un effet X10
Explorer agent downloads papers; synthesizer cites them
Run the dojo on [topic] and use paper-fetch-skill for the explorer's sources.✓ Copié
Save each agent's output as its own file for traceability
Persist each agent's contribution to research/session-<date>/<role>.md✓ Copié
Coût et limites
Coût d'exécution
- Quota d'API
- None
- Tokens par appel
- High — 10 agents each doing real work
- Monétaire
- Free (Claude API usage applies)
- Astuce
- Use for high-stakes questions only. Single-agent suffices for most research.
Sécurité
Permissions, secrets, portée
Stockage des identifiants : None
Sortie de données : None from skill itself
Dépannage
Erreurs courantes et correctifs
Dojo feels repetitive
Agents may be blending; enforce distinct perspectives in prompts
Runs out of context mid-session
Save intermediate outputs to disk and resume fresh; don't carry everything in one session
Alternatives
infinite-gratitude vs autres
| Alternative | Quand l'utiliser | Compromis |
|---|
| Single-agent with explicit steps | Straightforward questions | Less depth, cheaper |
| planning-with-files-skill | You want durable state across long sessions but not multi-role | No role specialization |