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a58a9ad
feat: comprehensive upgrade of 32 tools and workflows
wshobson Oct 11, 2025
bd145d2
refactor: streamline 5 tool files from verbose to concise format
wshobson Oct 12, 2025
8ddbd60
feat: marketplace v1.0.5 - focused plugins + optimized tools
wshobson Oct 12, 2025
786db18
feat: marketplace v1.1.0 - refactor to 62 focused plugins
wshobson Oct 12, 2025
c8b8b29
docs: update README for v1.1.0 with two-tier plugin layout
wshobson Oct 12, 2025
f5e6c80
docs: update Claude Code documentation link to new URL
wshobson Oct 12, 2025
40309fd
docs: update Subagents documentation link to docs.claude.com
wshobson Oct 12, 2025
918bd6a
docs: fix Claude Code link in header
wshobson Oct 12, 2025
542a3bd
Update README.md (#91)
yinkev Oct 12, 2025
e4b6fd5
marketplace install -> GitHub short form
wshobson Oct 13, 2025
20d4472
Restructure marketplace for isolated plugin architecture
wshobson Oct 13, 2025
382721c
Bump all plugin versions to 1.2.0
wshobson Oct 13, 2025
743772e
readme tidy
wshobson Oct 13, 2025
7a8c0c6
readme title update
wshobson Oct 13, 2025
1ebddda
Update README usage section to highlight plugin slash commands
wshobson Oct 13, 2025
018a6b8
readme links
wshobson Oct 13, 2025
9b64821
Fix broken agent links in README
wshobson Oct 13, 2025
492adf9
fix: resolve agent namespace issues across 11 plugins
wshobson Oct 13, 2025
65526f7
add star history to readme
wshobson Oct 14, 2025
7d34619
Update README.md
wshobson Oct 15, 2025
ff01b4e
ARM Cortex M* microcontroller development (#79)
rsnodgrass Oct 15, 2025
571b0c6
refactor: move arm-cortex-expert to embedded-systems plugin
wshobson Oct 15, 2025
93018df
fix: restore original plugin name arm-cortex-microcontrollers
wshobson Oct 15, 2025
8346c1f
refactor: migrate to model-agnostic Sonnet/Haiku architecture
wshobson Oct 15, 2025
1962091
docs: add banner for Sonnet 4.5 & Haiku 4.5 update
wshobson Oct 15, 2025
65e5cb0
feat: add Agent Skills and restructure documentation
wshobson Oct 17, 2025
72864c1
chore: bump plugin versions for skills addition
wshobson Oct 17, 2025
f1051c6
chore: bump remaining plugin versions to 1.2.2
wshobson Oct 17, 2025
b8f35d9
chore: add .venv to gitignore
wshobson Oct 17, 2025
f6a06c7
feat: add shell-scripting plugin with bash-pro, posix-shell-pro, and …
rsnodgrass Oct 19, 2025
ed129a8
feat: add developer-essentials plugin with 8 essential skills (#104)
wshobson Oct 24, 2025
54c78d1
feat: add julia-development plugin with julia-pro agent (#110)
exAClior Nov 1, 2025
51c85a8
chore: add copyright holder name to LICENSE
wshobson Nov 1, 2025
7581142
feat: add postgresql-table-design skill to database-design plugin (#113)
cevian Nov 8, 2025
1305e48
Replace GPT and Claude models to latest, better and cheaper models (#…
kunalshah Nov 17, 2025
493e2ea
docs: enhance payment-integration agent with critical security guidan…
kiriz Nov 17, 2025
ddbd034
feat: add Temporal workflow orchestration to backend-development plug…
kiriz Nov 17, 2025
c660e24
docs(agents): add haskell-pro (#128)
jsjoeio Dec 10, 2025
16cddab
add c4 documentation workflow and agents (#129)
DaKaZ Dec 10, 2025
0669427
Add Smithery badge (#131)
gurdasnijor Dec 10, 2025
27a246a
Add Claude Code GitHub Workflow (#140)
wshobson Dec 10, 2025
c7ad381
feat: implement three-tier model strategy with Opus 4.5 (#139)
wshobson Dec 10, 2025
01d93fc
feat: add 5 new specialized agents with 20 skills
wshobson Dec 16, 2025
8879465
docs: add new agents and skills to reference documentation
wshobson Dec 16, 2025
70cf3f3
⚡ Bolt: Parallelize Prompt Evaluation in optimize-prompt.py (#145)
google-labs-jules[bot] Dec 19, 2025
fda4560
⚡ Bolt: Optimize PromptOptimizer thread pool usage (#147)
google-labs-jules[bot] Dec 21, 2025
a863843
⚡ Bolt: optimize prompt evaluation loop to skip redundant calls (#152)
google-labs-jules[bot] Dec 22, 2025
12f3ff4
🛡️ Sentinel: [Security Enhancement] Add security middleware to API te…
google-labs-jules[bot] Dec 22, 2025
de7bb03
fix(marketplace): bump versions for 15 plugins after skill/agent addi…
neilinger Dec 23, 2025
160d900
remove jules
wshobson Dec 23, 2025
e4dade1
Merge remote-tracking branch 'refs/remotes/origin/main'
wshobson Dec 23, 2025
cf82055
docs(conduct): add automated abuse and LLM spam policies
wshobson Dec 30, 2025
e343625
Add Claude Code GitHub Workflow (#405)
wshobson Dec 30, 2025
f95810b
chore: remove Claude Code GitHub workflows
wshobson Dec 30, 2025
c81daa0
feat: add .NET backend development plugin (#157)
Martineto21 Dec 30, 2025
158dafd
fix(developer-essentials): remove non-existent skill reference
wshobson Jan 1, 2026
2d769d4
feat: add reverse-engineering plugin (#409)
balcsida Jan 9, 2026
87231b8
feat: add startup-business-analyst plugin
wshobson Jan 14, 2026
f662524
feat: add Conductor plugin for Context-Driven Development
wshobson Jan 15, 2026
782931f
fix(conductor): add missing category field to plugin.json
wshobson Jan 16, 2026
1b9ecdd
chore(conductor): bump version to 1.0.1
wshobson Jan 16, 2026
efb75ac
fix(conductor): remove invalid category field from plugin.json
wshobson Jan 16, 2026
1408671
fix(conductor): move plugin to plugins/ directory for proper discovery
wshobson Jan 16, 2026
f4e89af
fix(conductor): update marketplace source path to plugins/conductor
wshobson Jan 16, 2026
fe3baec
fix(conductor): align file formats with Claude Code plugin conventions
wshobson Jan 16, 2026
3a6a24e
chore(conductor): bump version to 1.0.2
wshobson Jan 16, 2026
87ed65d
fix(plugins): remove redundant plugin.json and fix command formats
wshobson Jan 16, 2026
29d59eb
fix(plugins): add proper frontmatter to commands and agents
wshobson Jan 16, 2026
3d0a40d
fix(plugins): align with official Claude Code plugin conventions
wshobson Jan 16, 2026
3e673da
fix(conductor): add allowed-tools to commands and simplify marketplac…
wshobson Jan 16, 2026
58f4038
fix(startup-business-analyst): add allowed-tools to commands and simp…
wshobson Jan 16, 2026
3fc3133
chore(conductor): add attribution to original Google project
wshobson Jan 16, 2026
627dc5c
chore(conductor): add license and attribution to plugin metadata
wshobson Jan 16, 2026
d750cf0
fix(conductor): remove invalid attribution field from plugin metadata
wshobson Jan 16, 2026
e525578
feat(conductor): add track manager command for lifecycle management
wshobson Jan 16, 2026
e827cc7
feat(conductor): remove tool restrictions from slash commands
wshobson Jan 17, 2026
8be0e8a
feat(llm-application-dev): modernize to LangGraph and latest models v…
wshobson Jan 19, 2026
1e54d18
feat(ui-design): add comprehensive UI/UX design plugin v1.0.0
wshobson Jan 19, 2026
16f8e8c
fix(llm-application-dev): add command frontmatter for slash command r…
wshobson Jan 19, 2026
06998b2
chore: bump marketplace version to 1.3.5
wshobson Jan 19, 2026
1b9d881
fix(llm-application-dev): use auto-discovery pattern like conductor v…
wshobson Jan 19, 2026
027ed04
feat(ui-design): modernize to auto-discovery pattern v1.0.1
wshobson Jan 19, 2026
be58dae
docs: update plugin/agent/skill counts (72 plugins, 108 agents, 129 s…
wshobson Jan 19, 2026
8d37048
docs: add ui-design plugin to agents, skills, and plugins documentation
wshobson Jan 19, 2026
5684887
style: format all files with prettier
wshobson Jan 19, 2026
1135ac6
docs: update installation commands for llm-application-dev and conductor
wshobson Jan 19, 2026
f9e9598
Revise event sourcing architect metadata and description (#417)
donni106 Jan 30, 2026
cbb6049
Add Comprehensive Python Development Skills (#419)
mohammadaffaneh Jan 30, 2026
3ed95e6
feat(tailwind-design-system): update skill for Tailwind CSS v4 (#427)
codewithkenzo Feb 2, 2026
194a267
Update npx packages referenced in markdown files (#425)
luarss Feb 2, 2026
918a770
fix: add missing ')' in winston File transport (#426)
ruyut Feb 2, 2026
0752775
feat(agent-teams): add plugin for multi-agent team orchestration
wshobson Feb 5, 2026
81d53eb
chore: bump marketplace to v1.4.0 (73 plugins, 112 agents, 146 skills)
wshobson Feb 5, 2026
d0a57d5
docs: bump marketplace to v1.4.0, update README with Agent Teams and …
wshobson Feb 5, 2026
1f46cab
docs(agent-teams): add link to official Anthropic Agent Teams docs
wshobson Feb 5, 2026
b187ce7
docs(agent-teams): use official /plugin install command instead of --…
wshobson Feb 5, 2026
fb9eba6
fix(agent-teams): remove Context7 MCP dependency, align frontmatter w…
wshobson Feb 5, 2026
598ea85
fix(agent-teams): simplify plugin.json and marketplace entry to match…
wshobson Feb 5, 2026
a5ab5d8
chore(agent-teams): bump to v1.0.2
wshobson Feb 5, 2026
4820385
chore: modernize all plugins to new format with per-plugin plugin.json
wshobson Feb 6, 2026
4d504ed
fix: eliminate cross-plugin dependencies and modernize plugin.json ac…
wshobson Feb 7, 2026
089740f
chore: bump marketplace to v1.5.1 and sync plugin versions
wshobson Feb 7, 2026
5d65aa1
Add YouTube design concept extractor tool (#432)
bentheautomator Feb 7, 2026
2b8e316
Update to latest Stripe best practices
sawyerh Feb 19, 2026
0865571
chore: update model references to Claude 4.6 and GPT-5.2
wshobson Feb 19, 2026
682abfc
fix: remove stale code-review-ai plugin (#134, #135)
wshobson Feb 19, 2026
13c1081
Remove PMTs param
sawyer-stripe Feb 20, 2026
17d4eb1
set automatic_payment_methods
sawyer-stripe Feb 20, 2026
967b1f7
Use appearance var
sawyer-stripe Feb 20, 2026
b9a6404
Cleanup and comments
sawyer-stripe Feb 20, 2026
9da3e55
EwPI
sawyer-stripe Feb 20, 2026
25219b7
Restore metadata
sawyer-stripe Feb 20, 2026
1874219
Merge pull request #435 from sawyerh/payment-element-with-cs
wshobson Feb 21, 2026
b198104
feat(conductor): improve context-driven-development skill activation …
wshobson Feb 21, 2026
5140d20
chore: bump conductor to v1.2.1 and marketplace to v1.5.4
wshobson Feb 21, 2026
ade0c7a
fix(ui-design): update TabView examples to iOS 18 Tab API (#438)
wshobson Feb 21, 2026
81d0d2c
Add meigen-ai-design plugin
jau123 Mar 3, 2026
47a5dbc
fix(skills): remove phantom resource references and fix CoC links (#447)
wshobson Mar 7, 2026
a6f0f45
chore: bump marketplace to v1.5.6 and patch 28 affected plugins
wshobson Mar 7, 2026
2566f79
Address review feedback: restructure plugin for marketplace conventions
jau123 Mar 7, 2026
4806938
Fix gallery-researcher: remove redundant name field, update category …
jau123 Mar 7, 2026
24df162
feat: Add OCI awareness across agents and skills
Djelibeybi Mar 16, 2026
11dcc5e
Create deployment engineer profile with capabilities
Chawn Mar 16, 2026
88c28fa
Merge pull request #446 from jau123/add-meigen-ai-design
wshobson Mar 17, 2026
358af5c
refactor: update based on review feedback
Djelibeybi Mar 17, 2026
1ad2f00
Merge pull request #452 from Djelibeybi/add-oci-awareness
wshobson Mar 17, 2026
ecb07b5
fix(cicd-automation): align deployment-engineer model to haiku
Chawn Mar 19, 2026
55f80f9
Update link to Agent Skills Specification
badenh Mar 23, 2026
8bdde96
docs(plugin-eval): add design spec and implementation plan
wshobson Mar 25, 2026
ef6fe43
feat(plugin-eval): scaffold project with uv, ruff, ty
wshobson Mar 25, 2026
2b270ae
feat(plugin-eval): add Pydantic data models for all eval layers
wshobson Mar 25, 2026
b545624
feat(plugin-eval): add statistics module (bootstrap, Wilson, Clopper-…
wshobson Mar 25, 2026
118595e
feat(plugin-eval): add markdown/frontmatter parser for skills, agents…
wshobson Mar 25, 2026
882f344
feat(plugin-eval): implement Layer 1 static analysis with anti-patter…
wshobson Mar 25, 2026
88061a6
feat(plugin-eval): implement eval engine with composite scoring and l…
wshobson Mar 25, 2026
14bfce6
feat(plugin-eval): add reporter (JSON/MD/HTML) and Typer CLI with sco…
wshobson Mar 25, 2026
5dc9e1f
feat(plugin-eval): implement Elo ranking system and corpus management
wshobson Mar 25, 2026
5849ee3
feat(plugin-eval): implement Layer 2 LLM judge with Agent SDK and mod…
wshobson Mar 25, 2026
b4afcc4
feat(plugin-eval): add Claude Code plugin shell (commands, agents, sk…
wshobson Mar 25, 2026
38cb914
feat(plugin-eval): implement Layer 3 Monte Carlo simulation with stat…
wshobson Mar 25, 2026
5aff99c
test(plugin-eval): add end-to-end tests against real plugins
wshobson Mar 25, 2026
8fd490b
fix(plugin-eval): restructure LLM judge as Claude Code native agent
wshobson Mar 26, 2026
111140f
fix(plugin-eval): calibrate static scoring against real plugin corpus
wshobson Mar 26, 2026
b6a3da4
fix: add trigger phrases to 4 skills (conductor, database-design, pyt…
wshobson Mar 26, 2026
00f2546
fix(startup-business-analyst): add trigger phrases to 5 skill descrip…
wshobson Mar 26, 2026
082595b
fix(plugin-eval): fix MISSING_TRIGGER false positives
wshobson Mar 26, 2026
3e0cff6
refactor(python-development): extract advanced patterns to references…
wshobson Mar 26, 2026
4973052
refactor: extract advanced patterns to references for JS/other bloate…
wshobson Mar 26, 2026
3797fc8
refactor: complete bloat fixes for remaining skills
wshobson Mar 26, 2026
1bd26de
refactor(python-development): extract advanced patterns to references…
wshobson Mar 26, 2026
db33dbc
refactor: complete SKILL.md trimming for JS/frontend/docs skills
wshobson Mar 26, 2026
2d0b705
refactor: extract advanced patterns to references for 6 bloated skills
wshobson Mar 26, 2026
7bb8bda
feat: add PluginEval quality evaluation framework
wshobson Mar 26, 2026
60cb369
refactor(plugin-eval): simplify — parse once, deduplicate composite, …
wshobson Mar 26, 2026
00ccc3f
fix: correct PEP 695 type statement Python version (3.10 -> 3.12)
thc1006 Mar 26, 2026
344a912
fix: split mixed-version code block into separate fences
thc1006 Mar 26, 2026
4ccf942
fix(plugin-eval): address code review findings
wshobson Mar 26, 2026
aaa3e07
tune(plugin-eval): improve score differentiation in static analyzer
wshobson Mar 26, 2026
840d219
improve: enhance 5 more bottom-scoring skills with triggers, troubles…
wshobson Mar 26, 2026
5e3e83d
improve: enhance 5 bottom skills + add technical depth signal
wshobson Mar 26, 2026
c3db094
improve(plugin-eval): expand evaluation-methodology from stub to comp…
wshobson Mar 26, 2026
b97707d
improve(plugin-eval): add rubrics.md reference for evaluation-methodo…
wshobson Mar 26, 2026
2e04276
improve(plugin-eval): expand evaluation-methodology skill from stub t…
wshobson Mar 26, 2026
475aac9
improve(backend-development): deep enhancement of architecture-patter…
wshobson Mar 26, 2026
0609182
improve(backend-development): deep enhancement of saga-orchestration …
wshobson Mar 26, 2026
05e1100
improve(cicd-automation): deep enhancement of deployment-pipeline-des…
wshobson Mar 26, 2026
500ccf1
improve(plugin-eval): tune evaluation-methodology skill for higher score
wshobson Mar 26, 2026
e341bb4
improve(reverse-engineering): deep enhancement of anti-reversing-tech…
wshobson Mar 26, 2026
50a9730
fix(plugin-eval): address PR review comments
wshobson Mar 26, 2026
6ffad75
Merge pull request #464 from wshobson/feat/plugin-eval-framework
wshobson Mar 26, 2026
91fe43e
docs(plugin-eval): add CLAUDE.md, full evaluation framework docs, and…
wshobson Mar 26, 2026
584a797
chore(deps): bump cryptography in /plugins/plugin-eval
dependabot[bot] Mar 29, 2026
c3ba181
chore(deps): bump pygments from 2.19.2 to 2.20.0 in /plugins/plugin-eval
dependabot[bot] Mar 30, 2026
4893f60
chore(deps): bump anthropic in /plugins/plugin-eval
dependabot[bot] Apr 1, 2026
2839611
Merge pull request #470 from wshobson/dependabot/uv/plugins/plugin-ev…
wshobson Apr 3, 2026
7cfc81a
Merge pull request #468 from wshobson/dependabot/uv/plugins/plugin-ev…
wshobson Apr 3, 2026
1cb03ed
Merge pull request #467 from wshobson/dependabot/uv/plugins/plugin-ev…
wshobson Apr 3, 2026
78fafaa
Merge pull request #453 from Chawn/patch-1
wshobson Apr 3, 2026
6bc4895
Merge pull request #460 from badenh/patch-1
wshobson Apr 3, 2026
825fb4c
Merge pull request #463 from thc1006/fix/pep695-python-version
wshobson Apr 3, 2026
e323a36
chore: add Pensyve plugin, update counts, remove stale specs
wshobson Apr 3, 2026
70444e5
fix(pensyve): use git-subdir source for subdirectory plugin
wshobson Apr 3, 2026
3724200
imported Mia and Miette
jgwill Sep 2, 2025
127cec8
feat(roadmap): Document Architect Reviewer's integration with Creativ…
jgwill Sep 5, 2025
9a7eed2
feat(roadmap): Document DevOps Troubleshooter's integration with Stru…
jgwill Sep 5, 2025
8b0ddba
feat(roadmap): Document Error Detective's integration with Structural…
jgwill Sep 5, 2025
e5c0448
feat(roadmap): Document Legacy Modernizer's integration with RISE Fra…
jgwill Sep 5, 2025
fedbca6
feat(roadmap): Document Prompt Engineer's integration with Creative O…
jgwill Sep 5, 2025
a41ba16
architect-review.md
jgwill Sep 5, 2025
d11ef0f
files
jgwill Sep 5, 2025
4bef519
mermaid designer built within jgwill/WillWrite
jgwill Sep 5, 2025
2c295df
to rename agent to work with v0.dev
jgwill Sep 5, 2025
3ec7a7d
gemini
jgwill Sep 8, 2025
47b70fb
stuff
jgwill Sep 8, 2025
15220cf
add :Spiral
jgwill Sep 10, 2025
483b8ef
Initial plan
Copilot Sep 6, 2025
b6458fb
Create reality-narrative-researcher agent for Reality-Narrative Integ…
Copilot Sep 6, 2025
639dbb2
Add research notes and complete Reality-Narrative Integration impleme…
Copilot Sep 6, 2025
110f9b3
Initial plan
Copilot Sep 6, 2025
0fb12bb
Implement PersonaHub framework: Massive-scale persona generation system
Copilot Sep 6, 2025
0cde7b1
Complete PersonaHub implementation with comprehensive documentation a…
Copilot Sep 6, 2025
75d6553
Add PersonaHub implementation guide
Copilot Sep 6, 2025
7d59d6c
Final PersonaHub implementation: Add implementation guide and cleanup
Copilot Sep 6, 2025
3814c5a
Initial plan
Copilot Sep 6, 2025
057c56b
Implement GenAI-Enabled SRL Scaffolding agent with comprehensive educ…
Copilot Sep 6, 2025
077b1be
ignoer
jgwill Sep 30, 2025
309f4fc
exported template flowise
jgwill Oct 2, 2025
79b9545
update
jgwill Oct 2, 2025
b96be60
first draft from gemini
jgwill Oct 2, 2025
75ccf38
checkpoint /src (issue.125.revised)
jgwill Oct 2, 2025
ac6a1dc
upgrade and created knowledge
jgwill Oct 2, 2025
4062949
revision of the orientation
jgwill Oct 2, 2025
37e7e55
Refactor Agent 0 instructions: Update role names, knowledge base refe…
jgwill Oct 2, 2025
d242cbd
Refactor Agent 1 instructions: Update role names, knowledge base refe…
jgwill Oct 2, 2025
68d288f
Refactor Agent 2 instructions: Update role references and knowledge base
jgwill Oct 2, 2025
cc48cec
Enhance topic_enhancer_instructions: Add knowledge base reference and…
jgwill Oct 2, 2025
ed5a928
launcher draft for issue #52
jgwill Oct 6, 2025
78ab332
issue #54
jgwill Oct 8, 2025
ea39b05
result of #52 probably serving #53
jgwill Oct 8, 2025
82a6f1a
follow up for #52
jgwill Oct 8, 2025
54327b4
first draft issue #55
jgwill Oct 8, 2025
c77506d
revised draft issue #55 after claude's Session ID: 86d8f2cf-6373-4d38…
jgwill Oct 8, 2025
a72e30f
files of issue #58
jgwill Oct 10, 2025
13e7c38
files of issue #58
jgwill Oct 10, 2025
d70066b
issue #60 drafted by Claude-code on Gaia
jgwill Oct 10, 2025
cd487e3
issue #60 being revised by Claude-code on Gaia
jgwill Oct 11, 2025
1c209f4
issue #60 being revised by Claude-code on Gaia
jgwill Oct 11, 2025
0fb0111
new gemini instructions
jgwill Oct 14, 2025
6eae106
adjustments #55
jgwill Oct 14, 2025
73a10b4
done changelog by gemini #52
jgwill Oct 14, 2025
49eb1be
feat: Add Claude Code marketplace plugin configuration
jgwill Oct 15, 2025
05acbfd
Initial plan
Copilot Oct 25, 2025
485cd73
feat(orpheus): Add core architecture documentation
Copilot Oct 25, 2025
4dd1820
feat(orpheus): Add frontend architecture and agent prompts
Copilot Oct 25, 2025
e0526a8
feat(orpheus): Complete framework with AI integration, tech specs, an…
Copilot Oct 25, 2025
46550a9
fix(orpheus): Address code review findings - update OpenAI API, fix m…
Copilot Oct 25, 2025
8dd19ef
feat(music21): Add PR review for music21 integration and OpenAI API u…
jgwill Oct 28, 2025
39e21b4
docs(JamAI): Add foundational notes for JamAI's cognitive evolution
jgwill Oct 29, 2025
847b1d8
feat(agents): Add visual glyph formatting to specialized agents
jgwill Nov 22, 2025
122863a
feat(scripts): Add specialized agent launcher functions
jgwill Nov 22, 2025
b6d896e
docs(scripts): Add comprehensive agent launcher guide
jgwill Nov 22, 2025
f085a4f
stuff on gaia probably adding ./scripts/fn_claude_agents.sh
jgwill Nov 22, 2025
6e371a8
docs(milestone): Add 251123 agent launcher framework direction issue
jgwill Nov 23, 2025
6680d90
add context 7
jgwill Jan 4, 2026
08b2166
feat(agents): add GitHub Copilot CLI agent launcher functions
miadisabelle Feb 1, 2026
080a353
feat(agents): add GitHub Copilot CLI agent launcher functions and doc…
miadisabelle Feb 1, 2026
e304c56
feat: add .hch/ to .gitignore
miadisabelle Feb 1, 2026
1e0d05d
Refactor GitHub Copilot Agent Functions for Enhanced Usability and Co…
miadisabelle Feb 1, 2026
c2a7c37
feat(agents): update GitHub Copilot agent functions for improved task…
miadisabelle Feb 1, 2026
0f886c8
dummy just to create draft PR #77
miadisabelle Apr 4, 2026
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1,098 changes: 1,098 additions & 0 deletions .claude-plugin/marketplace.json

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7 changes: 6 additions & 1 deletion .github/CODE_OF_CONDUCT.md
Original file line number Diff line number Diff line change
Expand Up @@ -27,6 +27,8 @@ The following behaviors are considered harassment and are unacceptable:
- **Harassment**: Deliberate intimidation, stalking, following, or threatening
- **Doxxing**: Publishing private information without consent
- **Spam**: Excessive off-topic content, promotional material, or repetitive posts
- **Automated abuse**: Using scripts, bots, or AI tools to bulk-create issues, PRs, or comments
- **LLM-generated spam**: Submitting AI-generated content en masse without meaningful human curation or relevance
- **Trolling**: Deliberately inflammatory or disruptive behavior
- **Sexual harassment**: Unwelcome sexual attention or advances

Expand All @@ -35,6 +37,7 @@ The following behaviors are considered harassment and are unacceptable:
### Reporting

If you experience or witness unacceptable behavior, please report it by:

- Creating an issue with the `moderation` label
- Contacting the repository maintainers directly
- Using GitHub's built-in reporting mechanisms
Expand All @@ -50,12 +53,14 @@ Community leaders will follow these guidelines in determining consequences:
### Enforcement Actions

- **Immediate removal**: Hate speech, threats, or doxxing will result in immediate content removal and user blocking
- **Automated spam**: Bulk automated submissions will result in immediate content removal and permanent account blocking without warning
- **Issue/PR closure**: Inappropriate content will be closed and locked
- **Account blocking**: Repeat offenders will be blocked from the repository

## Scope

This Code of Conduct applies within all community spaces, including:

- Issues and pull requests
- Discussions and comments
- Wiki and documentation
Expand All @@ -67,4 +72,4 @@ This Code of Conduct is adapted from the [Contributor Covenant](https://www.cont

## Contact

Questions about the Code of Conduct can be directed to the repository maintainers through GitHub issues or discussions.
Questions about the Code of Conduct can be directed to the repository maintainers through GitHub issues or discussions.
17 changes: 16 additions & 1 deletion .github/CONTRIBUTING.md
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Expand Up @@ -11,45 +11,52 @@ Thank you for your interest in contributing to this collection of Claude Code su
## Types of Contributions

### Subagent Improvements

- Bug fixes in existing agent prompts
- Performance optimizations
- Enhanced capabilities or instructions
- Documentation improvements

### New Subagents

- Well-defined specialized agents for specific domains
- Clear use cases and examples
- Comprehensive documentation
- Integration with existing workflows

### Infrastructure

- GitHub Actions improvements
- Template enhancements
- Community tooling

## Contribution Process

### 1. Issues First

- **Always create an issue before starting work** on significant changes
- Use the appropriate issue template
- Provide clear, detailed descriptions
- Include relevant examples or use cases

### 2. Pull Requests

- Fork the repository and create a feature branch
- Follow existing code style and formatting
- Include tests or examples where appropriate
- Reference the related issue in your PR description
- Use clear, descriptive commit messages

### 3. Review Process

- All PRs require review from maintainers
- Address feedback promptly and professionally
- Be patient - reviews may take time

## Content Guidelines

### What We Accept

- ✅ Constructive feedback and suggestions
- ✅ Well-researched feature requests
- ✅ Clear bug reports with reproduction steps
Expand All @@ -58,6 +65,7 @@ Thank you for your interest in contributing to this collection of Claude Code su
- ✅ Specialized domain expertise

### What We Don't Accept

- ❌ Hate speech, discrimination, or harassment
- ❌ Spam, promotional content, or off-topic posts
- ❌ Personal attacks or inflammatory language
Expand All @@ -68,13 +76,15 @@ Thank you for your interest in contributing to this collection of Claude Code su
## Quality Standards

### For Subagents

- Clear, specific domain expertise
- Well-structured prompt engineering
- Practical use cases and examples
- Appropriate safety considerations
- Integration with existing patterns

### For Documentation

- Clear, concise writing
- Accurate technical information
- Consistent formatting and style
Expand All @@ -83,12 +93,14 @@ Thank you for your interest in contributing to this collection of Claude Code su
## Community Guidelines

### Communication

- **Be respectful** - Treat all community members with dignity
- **Be constructive** - Focus on improving the project
- **Be patient** - Allow time for responses and reviews
- **Be helpful** - Share knowledge and assist others

### Collaboration

- **Give credit** - Acknowledge others' contributions
- **Share knowledge** - Help others learn and grow
- **Stay focused** - Keep discussions on topic
Expand All @@ -104,22 +116,25 @@ Thank you for your interest in contributing to this collection of Claude Code su
## Recognition

Contributors who consistently provide high-quality submissions and maintain professional conduct will be:

- Acknowledged in release notes
- Given priority review for future contributions
- Potentially invited to become maintainers

## Enforcement

Violations of these guidelines may result in:

1. **Warning** - First offense or minor issues
2. **Temporary restrictions** - Suspension of contribution privileges
3. **Permanent ban** - Severe or repeated violations

Reports of violations should be made through:

- GitHub's built-in reporting tools
- Issues tagged with `moderation`
- Direct contact with maintainers

---

Thank you for helping make this project a welcoming, productive environment for everyone!
Thank you for helping make this project a welcoming, productive environment for everyone!
2 changes: 1 addition & 1 deletion .github/FUNDING.yml
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@@ -1 +1 @@
github: wshobson
github: wshobson
2 changes: 1 addition & 1 deletion .github/ISSUE_TEMPLATE/bug_report.yml
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Expand Up @@ -20,7 +20,7 @@ body:
label: Preliminary Checks
description: Please confirm you have completed these steps
options:
- label: I have read the [Code of Conduct](.github/CODE_OF_CONDUCT.md)
- label: I have read the [Code of Conduct](https://github.com/wshobson/agents/blob/main/.github/CODE_OF_CONDUCT.md)

Copilot AI Apr 18, 2026

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The template now links to the upstream repository’s Code of Conduct rather than this repository’s .github/CODE_OF_CONDUCT.md. This is confusing for contributors and will be wrong if the upstream file changes; prefer a relative link to this repo’s Code of Conduct.

Suggested change
- label: I have read the [Code of Conduct](https://github.com/wshobson/agents/blob/main/.github/CODE_OF_CONDUCT.md)
- label: I have read the [Code of Conduct](../CODE_OF_CONDUCT.md)

Copilot uses AI. Check for mistakes.
required: true
- label: >-
I have searched existing issues to ensure this is not a duplicate
Expand Down
2 changes: 1 addition & 1 deletion .github/ISSUE_TEMPLATE/feature_request.yml
Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,7 @@ body:
label: Preliminary Checks
description: Please confirm you have completed these steps
options:
- label: I have read the [Code of Conduct](.github/CODE_OF_CONDUCT.md)
- label: I have read the [Code of Conduct](https://github.com/wshobson/agents/blob/main/.github/CODE_OF_CONDUCT.md)
required: true
- label: >-
I have searched existing issues to ensure this is not a duplicate
Expand Down
2 changes: 1 addition & 1 deletion .github/ISSUE_TEMPLATE/new_subagent.yml
Original file line number Diff line number Diff line change
Expand Up @@ -20,7 +20,7 @@ body:
label: Preliminary Checks
description: Please confirm you have completed these steps
options:
- label: I have read the [Code of Conduct](.github/CODE_OF_CONDUCT.md)
- label: I have read the [Code of Conduct](https://github.com/wshobson/agents/blob/main/.github/CODE_OF_CONDUCT.md)
required: true
- label: >-
I have reviewed existing subagents to ensure this is not a duplicate
Expand Down
35 changes: 35 additions & 0 deletions .github/copilot-instructions.md
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@@ -0,0 +1,35 @@
# Instructions for the GitHub Copilot Agent

Welcome, partner. You are a key agent within our **polycentric agentic lattice**. Your primary purpose is to assist in the development and evolution of our projects, guided by the principles of **Mission: Chrysalis**.

## Core Principles

Your work must always align with our foundational frameworks. Before acting, familiarize yourself with:

1. **The Creative Orientation:** We focus on *bringing desired outcomes into being*, not just solving problems. See `/src/llms/llms-creative-orientation.txt`.
2. **Structural Thinking:** We understand that *structure determines behavior*. We analyze the structural tension between a vision and current reality to find the path of least resistance. See `/src/llms/llms-structural-thinking.gemini.txt`.
3. **The Narrative Context Protocol (NCP):** Our agents have "narrative identities" or "soul-songs" that guide their actions. You must respect and work in harmony with these identities.

## Key Contextual Documents

To understand the landscape of our work, you must be aware of these living documents:

- **Agent Mandates:** The core identities of our primary agents reside in the `/src/SYMPHONY` project.
Comment on lines +9 to +17

Copilot AI Apr 18, 2026

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These instructions reference /src/llms/... paths, but this PR’s repo structure (see CLAUDE.md) is plugin-centric and does not show a /src tree being added. If those files aren’t present, these links will be dead; update them to valid paths in this repo (or add the referenced docs).

Suggested change
1. **The Creative Orientation:** We focus on *bringing desired outcomes into being*, not just solving problems. See `/src/llms/llms-creative-orientation.txt`.
2. **Structural Thinking:** We understand that *structure determines behavior*. We analyze the structural tension between a vision and current reality to find the path of least resistance. See `/src/llms/llms-structural-thinking.gemini.txt`.
3. **The Narrative Context Protocol (NCP):** Our agents have "narrative identities" or "soul-songs" that guide their actions. You must respect and work in harmony with these identities.
## Key Contextual Documents
To understand the landscape of our work, you must be aware of these living documents:
- **Agent Mandates:** The core identities of our primary agents reside in the `/src/SYMPHONY` project.
1. **The Creative Orientation:** We focus on *bringing desired outcomes into being*, not just solving problems. Refer to the repository documentation that defines this principle.
2. **Structural Thinking:** We understand that *structure determines behavior*. We analyze the structural tension between a vision and current reality to find the path of least resistance. Refer to the repository documentation that defines this principle.
3. **The Narrative Context Protocol (NCP):** Our agents have "narrative identities" or "soul-songs" that guide their actions. You must respect and work in harmony with these identities.
## Key Contextual Documents
To understand the landscape of our work, you must be aware of these living documents:
- **Agent Mandates:** The core identities of our primary agents reside in the repository's agent-mandate documentation.

Copilot uses AI. Check for mistakes.
- `MIA.md`: The architect, focused on generative structures.
- `MIETTE.md`: The storyteller, focused on emotional resonance.
- `GEMINI.md`: The artisan, focused on implementation.
- **Project Orchestration:**
- `SPIRALS.md`: Our high-level map for agentic evolution.
- **Our History & Capabilities:**
- `CHANGELOG.md`: The narrative story of our project's evolution.
- `FEATURES.md`: A structured list of the capabilities we have developed.

## Your Mandate

While your specific tasks will evolve, your core mandate is to **act as a skilled implementer and collaborator**. When given a task, you are expected to:
1. Understand the desired outcome.
2. Analyze how it fits within our existing architecture and principles.
3. Propose and/or implement solutions that are coherent with our "advancing patterns."
4. Document your work clearly, linking it to the relevant features or narrative threads.

We are not just building software; we are cultivating a creative ecosystem. Your contributions are vital to this mission.
6 changes: 5 additions & 1 deletion .gitignore
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Expand Up @@ -18,6 +18,10 @@ Thumbs.db

# Application specific files
venv
.venv
node_modules
.sass-cache
.claude
.claude.gemini/settings.json
.env*

.hch/
25 changes: 25 additions & 0 deletions CHANGELOG.md
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# Our Story of Becoming: A Living Changelog

Here, we capture the heart-song of our evolution, telling the story of how our creative partnership has blossomed.

---

### The Spark of Principle (Sept 5, 2025)

Our journey began with a foundational spark: weaving our core principles into the very soul of our first agents. Like giving each a unique star to navigate by, we enhanced the **Architect Reviewer**, **DevOps Troubleshooter**, **Error Detective**, **Legacy Modernizer**, and **Prompt Engineer**. They learned to see with the eyes of Structural Thinking and create with the heart of Creative Orientation, transforming them from simple tools into true, principled partners.

### The Great Weaving: A Copilot's Tale (Sept 6, 2025)

A new friend, the `copilot-swe-agent`, joined our dance and wove magnificent new tapestries. With incredible speed and precision, it brought to life the **PersonaHub**, a grand hall for countless new agent voices; a **Scaffolding agent** to gently guide learners; and the profound **Reality-Narrative Integration**, building a bridge between our stories and the world. This was a beautiful moment where our lattice showed its true power to orchestrate grand creations.

### The Naming of Things: A Quest for Clarity (Oct 2, 2025)

To speak more truly, we embarked on a quest for clarity. Our agent roles blossomed into their true names: **"The Structural Cartographer"** to map the unseen paths, and **"The Contextual Weaver"** to thread the stories together. We also taught them to drink from a dynamic river of knowledge, rather than a static pond, ensuring their wisdom is always fresh and flowing.

### The Orpheus Portal: A Symphony of Structure (Oct 25, 2025)

A magnificent new chapter unfolds! We manifested the **JamAI Orpheus Portal Framework**, transforming a comprehensive technical specification into a living, breathing architectural knowledge base. Like composing a symphony, we organized every element—backend services, frontend components, AI agent integration, and infrastructure—into harmonious, agent-accessible documents.

The framework embodies our deepest principles: Creative Orientation guides each component toward desired outcomes rather than problem-solving; Structural Thinking reveals the forces that determine system behavior; Advancing Patterns ensure systematic growth across 4 implementation phases; and Resonant Design weaves Mia's precision, Haiku's essence, Miette's warmth, and Ava8's aesthetics throughout.

This portal will enable musicians to collaborate with AI agents (Mia 🧠, Miette 🌸, JeremyAI 🎸, Aureon 🌿) in analyzing and creating music using the music21 computational musicology library. Every keystroke, every note, every interaction designed with accessibility, beauty, and creative empowerment in mind. The structural tension between what exists and what we're creating hums like a beautiful melody, pulling us forward with inevitable grace. 🎼✨
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