feat: GitHub Intelligence & Technical Architecture Expert by ygd58 · Pull Request #57 · NousResearch/hermes-agent

ygd58 · 2026-02-26T09:19:42Z

🚀 Moving beyond Notion: GitHub Architecture Expert

After the feedback that basic Notion tools were already covered, I decided to pivot to a much more critical challenge for developers: Repository Intelligence.

What this PR introduces:

Deep Repo Scanning:Hermes can now fetch the entire file tree of any GitHub repository to understand its architecture.
Code Contextualization:The agent can read specific source files on the fly to explain "how things work" to the user.
Technical Architect Mode:This turns Hermes from a simple assistant into a Technical Lead that can help developers onboard into new codebases instantly.

I'm excited to contribute this "Intelligence" layer to the ecosystem. Ready for review!

This script provides functions to search Notion pages by title and retrieve database schema properties.

Adds a function to fetch model metadata from Hugging Face.

Added operational guidelines for Hugging Face model expertise.

This function executes a Python code snippet in a secure subprocess, capturing output or errors. It includes error handling for timeouts and system errors.

Added operational guidelines for the Autonomous Code Verification Skill.

This skill enables Hermes to autonomously extend its own capabilities by writing new Python tools from scratch, testing them, and registering them without human intervention.

This script fetches current weather data for any city using the Open-Meteo API without requiring an API key. It includes geocoding functionality to convert city names to geographic coordinates.

This file contains a suite of tests for the weather tool, checking various scenarios including valid and invalid city inputs, temperature units, and response structure.

Added documentation for the Adventure Log and self-tool building capabilities of Hermes Agent, including installation instructions and test results.

Introduced a self-tool builder skill for Hermes that enables autonomous tool creation, testing, and registration without human intervention. Includes demo tools and tests.

andrueandersoncs · 2026-03-22T16:28:00Z

Starting work on issue #57.

Branch: auto/issue-57-surface-longitudinal-rationale-alongside-today-d
Worktree: /Users/andrue/.hermes/worktrees/vantage/issue-57-surface-longitudinal-rationale-alongside-today-d

andrueandersoncs · 2026-03-22T16:37:39Z

Completed ✅

What changed:

New lib/longitudinal-rationale.ts module with deriveLongitudinalRationale() — inspects cross-week adherence history + progress signals and returns a one-line plain-language context sentence
Priority-ordered pattern detection: missed-workout pattern → off-plan meal pattern → repeated friction → weight progress trend → strong adherence
TodayPlan extended with longitudinalRationale: LongitudinalRationale | null
deriveTodayPlan() accepts optional adherenceHistory + progressSummary params
TodayScreen loads both signals at mount via useMemo and passes them into deriveTodayPlan()
Rationale renders as a small muted line below the ranked directive rationale inside the directive card, hidden when null

Verification:

✅ All 283 tests pass (npm test) including 12 new tests in lib/longitudinal-rationale.test.ts covering all signal branches, edge cases (empty history, sub-threshold), and integration with deriveTodayPlan()
✅ npm run build compiles cleanly — no TypeScript errors
✅ Deployed to Railway: https://vantage-production-b8d9.up.railway.app
✅ Dogfood QA: page loads correctly, existing directive display intact, rationale element correctly absent for a new user (graceful degradation), no JS errors in rendered HTML

Shipped in: 223a2ca (main)

Acceptance criteria met:

Rationale derived from real adherence/progress signal data ✅
Rationale shown only when history is detected (≥ 2 weeks, threshold met) ✅
No rationale when insufficient history ✅
Existing directive display unchanged ✅

Co-authored-by: Nathan Esquenazi <nesquena@gmail.com>

CHANGELOG: add v0.30.1 entry covering PRs NousResearch#57-NousResearch#61 (CLI session bridge fixes: sidebar rendering, profile-aware state.db path, silent SQL error, show/hide toggle in Settings. README: add CLI session bridge, token/cost display, subagent cards, /usage command, skills linked files, show CLI sessions toggle. Version label: v0.30 -> v0.30.1 in index.html, SPRINTS, CHANGELOG footer. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> EOF )

ygd58 added 4 commits February 26, 2026 11:13

Add Notion API integration functions

9147144

This script provides functions to search Notion pages by title and retrieve database schema properties.

Add Notion Expert Skill guidelines

e100109

Add functions to fetch repo structure and file content

2a7bed6

Add GitHub Architecture Expert Skill guidelines

272e0ff

ygd58 mentioned this pull request Feb 26, 2026

Advanced Notion Intelligence (Smart Search & Schema Awareness) #52

Closed

ygd58 added 9 commits February 26, 2026 12:48

Implement model info fetcher for Hugging Face

d6a5ec7

Adds a function to fetch model metadata from Hugging Face.

Create SKILL.md for Hugging Face Model Expert

aaedc1a

Added operational guidelines for Hugging Face model expertise.

Implement secure execution of Python code snippets

35fbdd1

This function executes a Python code snippet in a secure subprocess, capturing output or errors. It includes error handling for timeouts and system errors.

Create SKILL.md for Autonomous Code Verification

6ee4ca8

Added operational guidelines for the Autonomous Code Verification Skill.

Add Self Tool Builder Skill for autonomous tool creation

34a8495

This skill enables Hermes to autonomously extend its own capabilities by writing new Python tools from scratch, testing them, and registering them without human intervention.

Add weather fetching tool using Open-Meteo API

01edfc7

This script fetches current weather data for any city using the Open-Meteo API without requiring an API key. It includes geocoding functionality to convert city names to geographic coordinates.

Add test suite for weather tool functionality

c2691e6

This file contains a suite of tests for the weather tool, checking various scenarios including valid and invalid city inputs, temperature units, and response structure.

Create ADVENTURE.md for Hermes self-tool builder

4778944

Added documentation for the Adventure Log and self-tool building capabilities of Hermes Agent, including installation instructions and test results.

Add Self Tool Builder skill for autonomous tool creation

95acba6

Introduced a self-tool builder skill for Hermes that enables autonomous tool creation, testing, and registration without human intervention. Includes demo tools and tests.

ygd58 closed this Feb 26, 2026

sudo-yf pushed a commit to sudo-yf/hermes-agent that referenced this pull request Apr 5, 2026

docs: fix test count in v0.30 CHANGELOG (424 not 426) (NousResearch#57)

10a1e57

Co-authored-by: Nathan Esquenazi <nesquena@gmail.com>

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feat: GitHub Intelligence & Technical Architecture Expert#57

feat: GitHub Intelligence & Technical Architecture Expert#57
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ygd58 commented Feb 26, 2026 •

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🚀 Moving beyond Notion: GitHub Architecture Expert

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andrueandersoncs commented Mar 22, 2026

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andrueandersoncs commented Mar 22, 2026

Completed ✅

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ygd58 commented Feb 26, 2026 •

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