Commit Graph

264 Commits

Author SHA1 Message Date
Clayton Young
dcde063723 chore: remove markdown-mermaid-writing skill from this branch
This branch was originally created from feat/markdown-mermaid-writing-skill
for development purposes, but the timesfm-forecasting skill should be
independent of PR #50.

- Remove scientific-skills/markdown-mermaid-writing/ directory
- Remove reference to markdown-mermaid-writing from SKILL.md integration section
- This PR now stands alone and does not require PR #50 to be merged first
2026-02-23 07:43:04 -05:00
Clayton Young
88300014e2 docs(skill): add note that model weights are not stored in repo
Model weights (~800 MB) download on-demand from HuggingFace when skill
is first used. Preflight checker ensures sufficient resources before
any download begins.
2026-02-23 07:43:04 -05:00
Clayton Young
c7c5bc21ff feat(example): add working TimesFM forecast example with global temperature data
- Add NOAA GISTEMP global temperature anomaly dataset (36 months, 2022-2024)
- Run TimesFM 1.0 PyTorch forecast for 2025 (12-month horizon)
- Generate fan chart visualization with 80%/90% confidence intervals
- Create comprehensive markdown report with findings and API notes

API Discovery:
- TimesFM 2.5 PyTorch checkpoint has file format issue (model.safetensors
  vs expected torch_model.ckpt)
- Working API uses TimesFmHparams + TimesFmCheckpoint + TimesFm() constructor
- Documented API in GitHub README differs from actual pip package

Includes:
- temperature_anomaly.csv (input data)
- forecast_output.csv (point forecast + quantiles)
- forecast_output.json (machine-readable output)
- forecast_visualization.png (LFS-tracked)
- run_forecast.py (reusable script)
- visualize_forecast.py (chart generation)
- run_example.sh (one-click runner)
- README.md (full report with findings)
2026-02-23 07:43:04 -05:00
Clayton Young
98670bcf47 feat(skill): add timesfm-forecasting skill for time series forecasting
Add comprehensive TimesFM forecasting skill with mandatory system
preflight checks (RAM/GPU/disk), end-to-end CSV forecasting script,
full API reference, data preparation guide, and hardware requirements
documentation. Supports TimesFM 2.5 (200M), 2.0 (500M), and legacy
v1.0 with automatic batch size recommendations based on hardware.
2026-02-23 07:43:04 -05:00
Clayton Young
a0f81aeaa3 chore: remove docs/project files from PR per review feedback
Per borealBytes review comment, removing the docs/project directory
from this PR since only the skill content should be included.

The docs/project content remains in my local fork for reference.

Refs: PR #50
2026-02-23 07:43:04 -05:00
Clayton Young
79e03ea0f6 docs(skill): add common pitfalls section with radar-beta syntax guide
Added '## ⚠️ Common pitfalls' section covering:
- Radar chart syntax (radar-beta vs radar, axis vs x-axis, curve syntax)
- XY Chart vs Radar syntax comparison table
- Accessibility notes for diagrams that don't support accTitle/accDescr

Prevents the x-axis → radar-beta confusion that occurred in the example
research report.
2026-02-23 07:43:04 -05:00
Clayton Young
21bbff2c4e fix(example): correct radar chart syntax from x-axis to radar-beta
Changed from invalid 'radar' with 'x-axis' syntax to proper 'radar-beta'
syntax with axis/curve keywords as per references/diagrams/radar.md.

Also removed accTitle/accDescr (radar-beta doesn't support them) and
added italic description above the code block per accessibility requirements.
2026-02-23 07:43:04 -05:00
Clayton Young
313ba28adf fix(attribution): standardize Boreal Bytes → borealBytes (GitHub username)
All instances of 'Boreal Bytes' updated to 'borealBytes' (as @borealBytes
in narrative context) across issue, PR, kanban, and SKILL.md.

Files: issue-00000050, pr-00000050, SKILL.md
2026-02-23 07:43:04 -05:00
Clayton Young
672a49bb6a docs(pr): add author LinkedIn and email to PR-00000050 2026-02-23 07:43:04 -05:00
Clayton Young
2198b84be2 docs(kanban): update board to reflect PR #50 open and in review
PR https://github.com/K-Dense-AI/claude-scientific-skills/pull/50 is live.
Moved 'Push branch + open PR' task to Done column. Status updated to
In Review. Pie chart updated to match.
2026-02-23 07:43:04 -05:00
Clayton Young
f8d0f97660 docs(project): renumber to #50, add kanban board, link all tracking files
GitHub issue/PR counter on K-Dense-AI/claude-scientific-skills is at 49.
Renumbered all tracking docs to #50 (next available):

- issue-00000050-markdown-mermaid-skill.md (renamed from 00000001)
- pr-00000050-markdown-mermaid-skill.md (renamed from 00000001)
- kanban/feat-00000050-markdown-mermaid-skill.md (new)

Cross-references updated throughout. PR record now links to kanban board.
Upstream PR URL set to https://github.com/K-Dense-AI/claude-scientific-skills/pull/50
2026-02-23 07:43:04 -05:00
Clayton Young
54a592d7f1 fix(mermaid): replace \n with <br/> in all node labels
Mermaid renders literal \n as text on GitHub — line breaks inside
node labels require <br/> syntax. Fixed 12 occurrences across 4 files:

- SKILL.md: three-phase workflow (Phase 1/2/3 nodes)
- issue-00000001: three-phase workflow nodes
- pr-00000001: skill name node
- example-research-report.md: Stage 1-5 nodes in experimental workflow
2026-02-23 07:43:04 -05:00
Clayton Young
ea5a287cf9 fix(attribution): correct source repo URL to SuperiorByteWorks-LLC/agent-project
All 40 references to borealBytes/opencode updated to the correct source:
https://github.com/SuperiorByteWorks-LLC/agent-project

Affected files: SKILL.md, all 24 diagram guides, 9 templates, issue and PR
docs, plus assets/examples/example-research-report.md (new file).

The example report demonstrates full skill usage: flowchart, sequence,
timeline, xychart, radar diagrams — all with accTitle/accDescr and
classDef colors, no %%{init}. Covers HEK293T CRISPR editing efficiency
as a realistic scientific context.
2026-02-23 07:43:04 -05:00
Clayton Young
97d7901870 feat(skill): add markdown-mermaid-writing skill with source format philosophy
New skill establishing markdown + Mermaid diagrams as the default and
canonical documentation format for all scientific skill outputs.

Core principle (from K-Dense Discord, 2026-02-19): Mermaid in markdown
is the source of truth — text-based, version-controlled, token-efficient,
universally renderable. Python/AI images are downstream conversions only.

SKILL.md includes:
- Full 'source format' philosophy with three-phase workflow diagram
- 24-entry diagram type selection table with links to each guide
- 9-entry document template index
- Per-skill integration guides (scientific-schematics, scientific-writing,
  literature-review, and any other output-producing skill)
- Quality checklist for finalizing documents from any skill
- Full attribution for ported Apache-2.0 content

Originated from conversation between Clayton Young (Boreal Bytes) and the
K-Dense team regarding documentation standards for shared scientific skills.
2026-02-23 07:43:04 -05:00
Clayton Young
39bb842a21 docs(references): port style guides, 24 diagram guides, and 9 templates from opencode
All content ported from borealBytes/opencode under Apache-2.0 license with
attribution headers prepended to each file.

- references/markdown_style_guide.md (~733 lines): full markdown formatting,
  citation, collapsible sections, emoji, Mermaid integration, and template
  selection guide
- references/mermaid_style_guide.md (~458 lines): full Mermaid standards —
  emoji set, classDef color palette, accessibility (accTitle/accDescr),
  theme neutrality (no %%{init}), and diagram type selection table
- references/diagrams/ (24 files): per-type exemplars, tips, and templates
  for all Mermaid diagram types
- templates/ (9 files): PR, issue, kanban, ADR, presentation, how-to,
  status report, research paper, project docs

Source: https://github.com/borealBytes/opencode
2026-02-23 07:43:04 -05:00
Clayton Young
21f8536cef docs(pr): add PR record for markdown-mermaid writing skill
Skeleton PR document following the Everything is Code convention.
Contains full changes inventory, impact classification, testing steps,
architecture diagram showing integration with existing skills, and
design decision notes.

Files touched: docs/project/pr/pr-00000001-markdown-mermaid-skill.md
2026-02-23 07:43:04 -05:00
Clayton Young
0607ad9cf8 docs(issues): add feature request for markdown-mermaid writing skill
Documents the feature request to add a skill establishing markdown+Mermaid
as the canonical source format for scientific documentation. Includes the
originating K-Dense Discord conversation, three-phase workflow diagram
(Mermaid → Python → AI images), acceptance criteria, and technical spec
for the skill directory structure.

Files touched: docs/project/issues/issue-00000001-markdown-mermaid-skill.md
2026-02-23 07:43:04 -05:00
Timothy Kassis
22b0ad54ab Bump version number to 2.20.0 in marketplace.json v2.20.0 2026-02-17 16:35:03 -08:00
Timothy Kassis
9d0125f93b Update readme 2026-02-17 16:34:41 -08:00
Timothy Kassis
326b043b8f Merge pull request #46 from fedorov/update-idc-v1.3.0
update imaging-data-commons skill to v1.3.1
2026-02-16 10:24:23 -08:00
Andrey Fedorov
5a471d9c36 update to v1.3.1 2026-02-11 09:42:22 -05:00
Andrey Fedorov
2597540aa1 update imaging-data-commons skill to v1.3.0 2026-02-10 18:12:49 -05:00
Timothy Kassis
3a5f2e2227 Bump version number v2.19.0 2026-02-05 08:53:47 -08:00
Timothy Kassis
d80ddf17c9 Merge pull request #41 from K-Dense-AI/update-writing-skills
Sync writing skills from claude-scientific-writer
2026-02-05 08:52:18 -08:00
Timothy Kassis
7f9a689126 Merge pull request #42 from fedorov/update-idc-skill-to-v1.2.0
Update imaging-data-commons skill to v1.2.0
2026-02-05 08:51:06 -08:00
Andrey Fedorov
63801af8e6 Update imaging-data-commons skill to v1.2.0
see changes in the changelog upstream:

https://github.com/ImagingDataCommons/idc-claude-skill/blob/main/CHANGELOG.md#120---2026-02-04
2026-02-04 14:35:14 -05:00
Vinayak Agarwal
5c71912049 Add infographics skill for creating visual data representations
New skill for generating scientific infographics including:
- SKILL.md with comprehensive guidelines for infographic creation
- Design principles and color palette references
- Scripts for AI-powered infographic generation
- Support for various infographic types (statistical, process, comparison, etc.)

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-02-03 17:03:44 -08:00
Vinayak Agarwal
21801d71b2 Enhance literature search and research lookup documentation
- Added criteria for identifying high-quality literature, emphasizing the importance of Tier-1 journals and citation counts.
- Updated guidelines for citation finding to prioritize influential papers and reputable authors.
- Revised abstract writing instructions to reflect the preference for flowing paragraphs over structured formats.
- Included best practices for generating AI schematics, specifically regarding figure numbering and content clarity.
2026-02-03 14:31:19 -08:00
Timothy Kassis
49024095e3 Merge pull request #37 from jiaodu1307/fix/rdkit-morgan-fp
fix(rdkit): update fingerprint generation to use rdFingerprintGenerator API
2026-02-01 18:46:35 -08:00
Timothy Kassis
d17d74dc5d Add support for economic data form the Federal Reserve using FRED v2.18.0 2026-01-27 10:41:40 -08:00
jiaodu1307
06ac0af626 refactor(rdkit): update fingerprint generation to use rdFingerprintGenerator API
- Replace direct calls to AllChem, Pairs, and Torsions with rdFingerprintGenerator in similarity_search.py
- Update example code in SKILL.md to reflect the new API usage
- Maintain existing functionality while adopting the modern fingerprint generation interface recommended by RDKit
2026-01-26 20:25:28 +08:00
Timothy Kassis
a31cf4dd97 Merge pull request #35 from fedorov/add-idc-clean
Added Imaging Data Commons skill
2026-01-25 10:17:32 -08:00
Andrey Fedorov
79a598e060 Register imaging-data-commons skill in the marketplace 2026-01-23 17:10:02 -05:00
Andrey Fedorov
1d306c59cf Update to include new index available from idc-index 2026-01-23 17:05:50 -05:00
Andrey Fedorov
b71988fcdf Added Imaging Data Commons skill 2026-01-22 18:26:30 -05:00
Timothy Kassis
cd537c1af6 Replace all instances of Sonnet to Opus 2026-01-21 09:16:34 -05:00
Timothy Kassis
c5413a6b5c Remove Biomni due to incompatibilities 2026-01-21 09:11:38 -05:00
Timothy Kassis
497232fbc1 Merge pull request #32 from K-Dense-AI/add-open-source-acknowledgements
Add open source acknowledgements
2026-01-15 20:44:16 -08:00
Haoxuan "Orion" Li
2a42585d11 docs: fix README text symbols 2026-01-15 16:05:02 -08:00
Haoxuan "Orion" Li
8578c44724 Merge branch 'main' into add-open-source-acknowledgements 2026-01-15 16:01:38 -08:00
Haoxuan "Orion" Li
b4e35897ae docs: add acknowledgements and sponsor information on open source projects referenced 2026-01-15 16:00:45 -08:00
Timothy Kassis
25f29ac3db Update readme 2026-01-15 12:49:04 -08:00
Timothy Kassis
bbe8a15cf7 Update README.md to include a link to a detailed comparison of K-Dense Web and Claude, and enhance contribution guidelines for adherence to the Agent Skills Specification. 2026-01-14 09:53:20 -08:00
Timothy Kassis
955a36ac82 Update README.md to enhance plugin installation instructions and add management commands 2026-01-12 17:17:47 -08:00
Timothy Kassis
e2e00231da Add support for Rowan computational platform that provides a suite of design and simulation tools for chemical R&D v2.17.0 2026-01-12 13:22:43 -08:00
Timothy Kassis
f086d9f499 Merge pull request #31 from shao-shuai/fix/uspto-database
Add patentsview api key for patent search api
2026-01-09 08:57:21 -08:00
shao-shuai
68f8f709f3 Add patentsview api key for patent search api 2026-01-08 22:38:59 -08:00
Timothy Kassis
a7221bb237 Merge pull request #30 from marovole/fix/shell-command-injection-docs
fix(security): Replace shell=True with safe subprocess patterns in documentation
2026-01-08 08:53:35 -08:00
marovole
b6a6d698db fix(security): replace shell=True with safe subprocess patterns in documentation
## Summary
Fix command injection vulnerabilities in documentation examples by replacing
shell=True with safe list-based subprocess calls.

## Changes

### alphafold-database/SKILL.md
- Replace shell=True with list-form subprocess.run()
- Add input validation for taxonomy_id parameter
- Add security warning note with link to Python docs

### modal/references/web-endpoints.md
- Replace shell=True with list-form subprocess.Popen()
- Add security warning note

## Security
These changes prevent potential command injection if users copy these examples
with untrusted input. The new patterns follow Python security best practices.
2026-01-08 15:05:30 +08:00
Timothy Kassis
38c1560c7b Merge pull request #29 from K-Dense-AI/orion/add-k-dense-web-gif
Add K-Dense Web GIF to README
2026-01-07 20:38:47 -08:00