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[skills] Hermes Agent Onboarding — 10 skills + recipe#337

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[skills] Hermes Agent Onboarding — 10 skills + recipe#337
djairjr wants to merge 7 commits into
NateBJones-Projects:mainfrom
djairjr:skills/hermes-agent-onboarding

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@djairjr

@djairjr djairjr commented May 31, 2026

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Generative 6-stage meta-skill for ANY user. Transforms a blank AI agent into a customized ecosystem with persistent relational identity.

Skills (10):

  • agent-onboarding, context-bridge, supabase-startup-protocol
  • identity-self-audit, identity-cqrs, checkpoint-workflow
  • mbti-guru-hermes, stage-3-financial, stage-4-system-ontologist
  • stage-5-agent-calibration

Recipe: hermes-agent-onboarding with 4 DB migrations + setup docs.
Schema: 10 identity tables (user_profiles, identity_faults, etc.)

Based on NateBJones/OB1 Edge Function + MCP pattern. Built by djairjr from djairjr/hermes-agent-onboarding.

Contribution Type

  • Recipe (/recipes)
  • Schema (/schemas)
  • Dashboard (/dashboards)
  • Integration (/integrations)
  • Skill (/skills)
  • Repo improvement (docs, CI, templates)

What does this do?

Requirements

Checklist

  • I've read CONTRIBUTING.md
  • My contribution has a README.md with prerequisites, step-by-step instructions, and expected outcome
  • My metadata.json has all required fields
  • If my contribution depends on a skill or primitive, I declared it in metadata.json and linked it in the README
  • I tested this on my own Open Brain instance
  • No credentials, API keys, or secrets are included

Generative 6-stage meta-skill for ANY user. Transforms a blank AI agent
into a customized ecosystem with persistent relational identity.

Skills (10):
- agent-onboarding, context-bridge, supabase-startup-protocol
- identity-self-audit, identity-cqrs, checkpoint-workflow
- mbti-guru-hermes, stage-3-financial, stage-4-system-ontologist
- stage-5-agent-calibration

Recipe: hermes-agent-onboarding with 4 DB migrations + setup docs.
Schema: 10 identity tables (user_profiles, identity_faults, etc.)

Based on NateBJones/OB1 Edge Function + MCP pattern.
Built by djairjr from djairjr/hermes-agent-onboarding.
@github-actions github-actions Bot added recipe Contribution: step-by-step recipe schema Contribution: database extension skill Contribution: reusable AI client skill or prompt pack labels May 31, 2026
@github-actions

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Hey @djairjr — welcome to Open Brain Source! 👋

Thanks for submitting your first PR. The automated review will run shortly and check things like metadata, folder structure, and README completeness. If anything needs fixing, the review comment will tell you exactly what.

Once the automated checks pass, a human admin will review for quality and clarity. Expect a response within a few days.

If you have questions, check out CONTRIBUTING.md or open an issue.

djairjr added 3 commits May 31, 2026 13:22
…UL.md stable tier

Key discovery: countermeasures in Supabase database do NOT automatically
become behavior rules. The missing piece was SOUL.md — a physical file
loaded by the agent framework as the first element of the system prompt,
before any user message or skill.

This completes the identity cycle for the meta-skill:
- REGISTER: identity_faults, agent_capabilities in Supabase
- INJECT: countermeasures via SOUL.md (primary, stable tier) + identity-cqrs
  startup scan (secondary, runtime)
- BEHAVE: automatic behavior correction at generation time

Curation protocol: SOUL.md is a curated extract (severity >= 4, active,
max ~10 rules) — not the full database. Deliberate compression.

Use for model retraining: fault pairs serve as LoRA/DPO dataset.

Updates:
- stage-5-agent-calibration v1.1.0: full identity cycle doc, SOUL.md as
  physical file, curation protocol, model retraining section
- agent-onboarding: identity cycle in core principle section
…talog

Two new fault types from real usage: schema guessing during DML
and context recovery failure (starting from zero when past context
exists). Countermeasures documented.
Adds Pitfall 6 (never guess schema, 2 SQL queries for any table),
Pitfall 7 (same rule for file edits), and 4 default countermeasures
for SOUL.md generation. Works on ANY Supabase without local docs.

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Improving metaskill definitiions

djairjr added 3 commits June 2, 2026 17:35
…ase)

- agent-onboarding/SKILL.md: add Two-Tier Architecture section,
  separation principle, storage options
- identity-self-audit/SKILL.md: add Storage section, identity_db.py
  helper format as primary, SQL as fallback

Signed-off-by: djair.jr <djair.jr@gmail.com>
The ContextStressTest.md is a research paper directed at the authors
of Context-CoT (2605.25354) and CL-Bench (2602.03587), describing how
the identity layer enables adversarial context degradation testing using
Cain's Jawbone — a 100-page shuffled novel with no canonical ordering.
The paper argues that context learning benchmarks miss the reliability
dimension of the agentic interface.

Signed-off-by: djair.jr <djair.jr@gmail.com>

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Include very complex context stress test using "Cain's Jawbone" book.

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