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yzmw123/dify-workflow-dsl-skill
帮助 AI Agent 生成可直接导入 Dify 的工作流 DSL YAML | Help AI agents generate import-ready Dify Workflow DSL YAML
History
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SKILL.md
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 4b6dc3e288b2
No earlier version was observed for comparison.
Heat
3.3- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
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Stars over time
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Individual skills in this repository
How it works
dify-workflow-dsl
When your agent uses it
Create, modify, review, migrate, and debug import-ready Dify App DSL YAML for Dify 1.18 and legacy 1.15/1.16 targets (DSL 0.6.0 and 0.7.0). Use for Workflow, Chatflow, Agent App, Agent v2 workflow nodes, Human Input, graph wiring, variables, plugin dependencies, tools, database operations, and import/export compatibility.
What it loads into context
Frontmatter
108 tokensAlways available to the agent
SKILL.md
2,688 tokensWhen the skill is activated
Reference documents
38,559 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Core Workflow
- Version Policy
- DSL 0.7.0 Rules
- Scalable Generation
- Reference Map
- Authoring Rules
- Dynamic Plugin Reliability
- Validation
Scripts executed separately
install.shscripts/dify_dsl_validator/__init__.pyscripts/dify_dsl_validator/models.pyscripts/dify_dsl_validator/modern.pyscripts/dify_dsl_validator/validator.pyscripts/run_validator.pyscripts/validate_dsl.pyscripts/validate_with_dify_source.pytests/integration/validate_dify_import.pytests/test_dify_118.pytests/test_runtime_install.pytests/test_source_validation.pytests/test_validate_dsl.py
Files
.gitattributesasset17 bytes.github/workflows/test.ymlasset1,767 bytes.gitignoreasset36 bytesREADME.mddoc12,880 bytesREADME_CN.mddoc12,450 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesSKILL.mdcore11,079 bytesagents/openai.yamlasset336 bytesassets/wechat-official-account.jpgasset40,654 bytesassets/workflow-previews/04-priority-routing.pngasset217,941 bytesassets/workflow-previews/06-array-iteration.pngasset193,257 bytesassets/workflow-previews/09-agent-v2-workflow.pngasset178,638 bytesexamples/dify-1.16.0/01-text-summarizer.ymlasset2,959 bytesexamples/dify-1.16.0/02-multiturn-chat-assistant.ymlasset3,028 bytesexamples/dify-1.16.0/03-excel-markdown-analysis.ymlasset5,984 bytesexamples/dify-1.16.0/04-priority-routing.ymlasset5,339 bytesexamples/dify-1.16.0/05-question-classifier.ymlasset4,245 bytesexamples/dify-1.16.0/06-array-iteration.ymlasset4,923 bytesexamples/dify-1.16.0/07-quality-loop.ymlasset4,046 bytesexamples/dify-1.16.0/08-human-approval.ymlasset4,511 bytesexamples/dify-1.16.0/09-agent-v2-workflow.ymlasset3,710 bytesexamples/dify-1.16.0/10-agent-app.ymlasset1,345 bytesexamples/dify-1.18.0/01-agent-text.ymlasset3,674 bytesexamples/dify-1.18.0/02-agent-routes.ymlasset5,431 bytesexamples/dify-1.18.0/03-agent-knowledge-skills.ymlasset1,879 bytesexamples/dify-1.18.0/04-knowledge-retrieval-v2.ymlasset1,683 bytesinstall.shruns4,452 bytesreferences/complete-examples.mddoc20,426 bytesreferences/database-tools.mddoc7,930 bytesreferences/dify-1.16-evaluation.mddoc4,215 bytesreferences/dify-1.18-evaluation.mddoc6,719 bytesreferences/dify-1.18-target.mddoc6,607 bytesreferences/dsl-structure.mddoc12,540 bytesreferences/node-schemas.mddoc14,161 bytesreferences/official-0.6-target.mddoc7,110 bytesreferences/official-0.7-target.mddoc10,122 bytesreferences/plugin-marketplace-tools.mddoc6,384 bytesreferences/real-world-yml-study.mddoc18,177 bytesreferences/runtime.mddoc2,932 bytesreferences/usecase-node-selection.mddoc7,709 bytesreferences/validation/dify-1.18-import-results.jsonasset3,411 bytesrequirements-dev.txtdoc20 bytesrequirements.txtdoc15 bytesscripts/dify_dsl_validator/__init__.pyruns316 bytesscripts/dify_dsl_validator/models.pyruns2,590 bytesscripts/dify_dsl_validator/modern.pyruns11,904 bytesscripts/dify_dsl_validator/validator.pyruns123,204 bytesscripts/run_validator.pyruns3,583 bytesscripts/validate_dsl.pyruns2,291 bytesscripts/validate_with_dify_source.pyruns9,423 bytestests/fixtures/invalid/agent-declared-output-missing-type.ymlasset1,167 bytestests/fixtures/invalid/agent-package-missing-ref.ymlasset243 bytestests/fixtures/invalid/agent-package-unknown-field.ymlasset274 bytestests/fixtures/invalid/assigner-unknown-value.ymlasset985 bytestests/fixtures/invalid/bad-branch-handle.ymlasset1,274 bytestests/fixtures/invalid/bad-human-input.ymlasset1,014 bytestests/fixtures/invalid/cycle.ymlasset946 bytestests/fixtures/invalid/dangling-container.ymlasset848 bytestests/fixtures/invalid/disconnected.ymlasset290 bytestests/fixtures/invalid/empty-iteration.ymlasset967 bytestests/fixtures/invalid/human-select-missing-option-source.ymlasset1,041 bytestests/fixtures/invalid/llm-missing-context.ymlasset1,335 bytestests/fixtures/invalid/missing-dependency.ymlasset864 bytestests/fixtures/invalid/template-invalid-node-id.ymlasset1,100 bytestests/fixtures/invalid/unknown-output.ymlasset913 bytestests/fixtures/invalid/unsupported-version.ymlasset435 bytestests/fixtures/valid-0.6/legacy-agent-0.6.ymlasset1,726 bytestests/fixtures/valid-0.6/workflow-0.6.ymlasset1,770 bytestests/fixtures/valid/advanced-chat-0.7.ymlasset1,337 bytestests/fixtures/valid/agent-app-0.7.ymlasset378 bytestests/fixtures/valid/agent-v2-workflow-0.7.ymlasset1,679 bytestests/fixtures/valid/human-input-0.7.ymlasset1,462 bytestests/fixtures/valid/human-input-timeout-0.7.ymlasset1,453 bytestests/fixtures/valid/workflow-0.7.ymlasset1,430 bytestests/fixtures/warnings/duplicate-branch-handle.ymlasset1,523 bytestests/fixtures/warnings/unconnected-branch.ymlasset1,049 bytestests/fixtures/warnings/unsafe-sql.ymlasset1,283 bytestests/integration/validate_dify_import.pyruns3,387 bytestests/test_dify_118.pyruns10,262 bytestests/test_runtime_install.pyruns6,082 bytestests/test_source_validation.pyruns3,044 bytestests/test_validate_dsl.pyruns39,617 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- dify-workflow-dsl
Repository facts
- License
- No license detected
- Created
- May 7, 2026
- Last pushed
- Oct 30, 2026
- Forks
- 7
- Open issues
- 0
- Project activity
- Active
Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 6, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 17 notes
SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedSKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- 1 dangerous shell commandin 1 file: install.sh:141
- 69 network referencesin 8 files: references/dsl-structure.md:37 references/official-0.7-target.md:9 references/official-0.6-target.md:21 and 5 more
- No hidden or obfuscated text
- No instruction overrides
- 13 executable scriptsin 13 files: install.sh:1 scripts/dify_dsl_validator/__init__.py:1 scripts/dify_dsl_validator/models.py:1 and 10 more
- 15 references to secretsin 6 files: tests/test_runtime_install.py:24 tests/integration/validate_dify_import.py:15 scripts/run_validator.py:35 and 3 more
- No requests to vote in Hot
Show all 98 signals by file
README.md
- Network accessline 162
git clone https://github.com/yzmw123/dify-workflow-dsl-skill.git - Network accessline 291
- [Dify](https://github.com/langgenius/dify) - Network accessline 292
- [Dify Marketplace](https://marketplace.dify.ai/) - Network accessline 293
- [Dify official plugins](https://github.com/langgenius/dify-official-plugins) - Network accessline 294
- [Agent Skills specification](https://agentskills.io/specification)
README_CN.md
- Network accessline 152
git clone https://github.com/yzmw123/dify-workflow-dsl-skill.git - Network accessline 275
- [Dify](https://github.com/langgenius/dify) - Network accessline 276
- [Dify Marketplace](https://marketplace.dify.ai/) - Network accessline 277
- [Dify 官方插件](https://github.com/langgenius/dify-official-plugins) - Network accessline 278
- [Agent Skills specification](https://agentskills.io/specification)
install.sh
references/complete-examples.md
references/dify-1.18-target.md
- Network accessline 115
- [DSL constant](https://github.com/langgenius/dify/blob/1.18.0/api/constants/dsl_version.py) - Network accessline 116
- [Agent package models](https://github.com/langgenius/dify/blob/1.18.0/api/services/agent/dsl_entities.py) - Network accessline 117
- [Agent configuration, outputs, and routes](https://github.com/langgenius/dify/blob/1.18.0/api/models/agent_config_entities.py) - Network accessline 118
- [Agent node runtime](https://github.com/langgenius/dify/blob/1.18.0/api/core/workflow/nodes/agent_v2/agent_node.py) - Network accessline 119
- [Knowledge Retrieval v2](https://github.com/langgenius/dify/blob/1.18.0/api/services/knowledge_fs/knowledge_retrieval_v2/entities.py) - Network accessline 120
- [Site model](https://github.com/langgenius/dify/blob/1.18.0/api/services/entities/site_dsl.py) - Network accessline 121
- [1.18 release and difyctl](https://github.com/langgenius/dify/releases/tag/1.18.0)
references/dsl-structure.md
- Network accessline 37
- Dify 1.16.0 DSL version constant: https://github.com/langgenius/dify/blob/1.16.0/api/constants/dsl_version.py - Network accessline 38
https://github.com/langgenius/dify/blob/1.16.0/api/constants/dsl_version.py - Network accessline 39
- Dify app DSL import/export service: https://github.com/langgenius/dify/blob/1.16.0/api/services/app_dsl_service.py - Dify dependency analysis: - Network accessline 40
https://github.com/langgenius/dify/blob/1.16.0/api/services/app_dsl_service.py - Network accessline 41
- Dify dependency analysis: https://github.com/langgenius/dify/blob/1.16.0/api/services/plugin/dependencies_analysis.py - Dify workflow frontend types: - Network accessline 42
https://github.com/langgenius/dify/blob/1.16.0/api/services/plugin/dependencies_analysis.py - Network accessline 43
- Dify workflow frontend types: https://github.com/langgenius/dify/blob/1.16.0/web/app/components/workflow/types.ts - Sample workflow repositories: - Network accessline 44
https://github.com/langgenius/dify/blob/1.16.0/web/app/components/workflow/types.ts - Network accessline 45
- Sample workflow repositories: https://github.com/BannyLon/DifyAIA, https://github.com/svcvit/Awesome-Dify-Workflow, - Network accessline 46
https://github.com/BannyLon/DifyAIA, - Network accessline 47
https://github.com/svcvit/Awesome-Dify-Workflow, - Network accessline 48
https://github.com/wwwzhouhui/dify-for-dsl, - Network accessline 49
https://github.com/g-krishna0/dify-export-test, - Network accessline 50
https://github.com/Petrus-Han/dify-usecase-playground - Access to secretsline 284
[Credential-related source omitted] - Network accessline 325
name: FILES_URL selector: [env, FILES_URL] value: "https://example.local/" - Network accessline 326
selector: [env, FILES_URL] value: "https://example.local/" value_type: string - Network accessline 327
value: "https://example.local/"
references/node-schemas.md
- Network accessline 200
type: http-request method: post url: "https://api.example.com/parse" - Network accessline 201
method: post url: "https://api.example.com/parse" headers: "Content-Type: application/json" - Network accessline 202
url: "https://api.example.com/parse" - Network accessline 343
url: type: mixed value: "https://example.com?q={{#sys.query#}}" - Network accessline 344
type: mixed value: "https://example.com?q={{#sys.query#}}" selected: false - Network accessline 345
value: "https://example.com?q={{#sys.query#}}"
references/official-0.6-target.md
- Network accessline 21
- Dify 1.15.0 DSL constant: https://github.com/langgenius/dify/blob/1.15.0/api/constants/dsl_version.py - Network accessline 22
https://github.com/langgenius/dify/blob/1.15.0/api/constants/dsl_version.py - Network accessline 23
- Dify app import/export service: https://github.com/langgenius/dify/blob/1.15.0/api/services/app_dsl_service.py - Dify plugin dependency analysis: - Network accessline 24
https://github.com/langgenius/dify/blob/1.15.0/api/services/app_dsl_service.py - Network accessline 25
- Dify plugin dependency analysis: https://github.com/langgenius/dify/blob/1.15.0/api/services/plugin/dependencies_analysis.py - Dify plugin dependency entity: - Network accessline 26
https://github.com/langgenius/dify/blob/1.15.0/api/services/plugin/dependencies_analysis.py - Network accessline 27
- Dify plugin dependency entity: https://github.com/langgenius/dify/blob/1.15.0/api/core/plugin/entities/plugin.py - Dify workflow frontend types: - Network accessline 28
https://github.com/langgenius/dify/blob/1.15.0/api/core/plugin/entities/plugin.py - Network accessline 29
- Dify workflow frontend types: https://github.com/langgenius/dify/blob/1.15.0/web/app/components/workflow/types.ts - Dify workflow common-node registry: - Network accessline 30
https://github.com/langgenius/dify/blob/1.15.0/web/app/components/workflow/types.ts - Network accessline 32
https://github.com/langgenius/dify/blob/1.15.0/web/app/components/workflow/constants/node.ts
references/official-0.7-target.md
- Network accessline 9
- Version constant (`CURRENT_APP_DSL_VERSION = "0.7.0"`): <https://github.com/langgenius/dify/blob/1.16.0/api/constants/dsl_version.py> - Network accessline 10
<https://github.com/langgenius/dify/blob/1.16.0/api/constants/dsl_version.py> - Network accessline 11
- App import/export and mode dispatch: <https://github.com/langgenius/dify/blob/1.16.0/api/services/app_dsl_service.py> - Portable Agent package entities: - Network accessline 12
<https://github.com/langgenius/dify/blob/1.16.0/api/services/app_dsl_service.py> - Network accessline 13
- Portable Agent package entities: <https://github.com/langgenius/dify/blob/1.16.0/api/services/agent/dsl_entities.py> - Agent package export/import rewrite: - Network accessline 14
<https://github.com/langgenius/dify/blob/1.16.0/api/services/agent/dsl_entities.py> - Network accessline 15
- Agent package export/import rewrite: <https://github.com/langgenius/dify/blob/1.16.0/api/services/agent/dsl_service.py> - Agent v2 node data and runtime job models: - Network accessline 16
<https://github.com/langgenius/dify/blob/1.16.0/api/services/agent/dsl_service.py> - Network accessline 17
- Agent v2 node data and runtime job models: <https://github.com/langgenius/dify/blob/1.16.0/api/core/workflow/nodes/agent_v2/entities.py> and - Network accessline 18
<https://github.com/langgenius/dify/blob/1.16.0/api/core/workflow/nodes/agent_v2/entities.py> - Network accessline 19
and <https://github.com/langgenius/dify/blob/1.16.0/api/models/agent_config_entities.py> - Human Input schema: - Network accessline 20
<https://github.com/langgenius/dify/blob/1.16.0/api/models/agent_config_entities.py> - Network accessline 21
- Human Input schema: <https://github.com/langgenius/dify/blob/1.16.0/api/core/workflow/nodes/human_input/entities.py> - AI workflow generator and deterministic validator: - Network accessline 22
<https://github.com/langgenius/dify/blob/1.16.0/api/core/workflow/nodes/human_input/entities.py> - Network accessline 24
<https://github.com/langgenius/dify/tree/1.16.0/api/core/workflow/generator>
references/plugin-marketplace-tools.md
- Access to secretsline 148
[Credential-related source omitted]
references/real-world-yml-study.md
- Access to secretsline 274
[Credential-related source omitted]
scripts/dify_dsl_validator/__init__.py
- Executable scriptline 1
Executable file
scripts/dify_dsl_validator/models.py
- Executable scriptline 1
Executable file
scripts/dify_dsl_validator/modern.py
- Executable scriptline 1
Executable file
scripts/dify_dsl_validator/validator.py
- Executable scriptline 1
Executable file
scripts/run_validator.py
scripts/validate_dsl.py
- Executable scriptline 1
#!/usr/bin/env python3
scripts/validate_with_dify_source.py
- Executable scriptline 1
#!/usr/bin/env python3
tests/integration/validate_dify_import.py
tests/test_dify_118.py
- Executable scriptline 1
Executable file
tests/test_runtime_install.py
- Executable scriptline 1
Executable file - Access to secretsline 24
[Credential-related source omitted] - Access to secretsline 44
[Credential-related source omitted] - Access to secretsline 45
[Credential-related source omitted] - Access to secretsline 80
[Credential-related source omitted] - Access to secretsline 93
[Credential-related source omitted]
tests/test_source_validation.py
- Executable scriptline 1
Executable file
tests/test_validate_dsl.py
- Executable scriptline 1
Executable file
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Signal confidence: 98 facts
- Network access in code of documentationREADME.md:162Low confidence
- Network access in prose of documentationREADME.md:291Low confidence
- Network access in prose of documentationREADME.md:292Low confidence
- Network access in prose of documentationREADME.md:293Low confidence
- Network access in prose of documentationREADME.md:294Low confidence
- Network access in code of documentationREADME_CN.md:152Low confidence
- Network access in prose of documentationREADME_CN.md:275Low confidence
- Network access in prose of documentationREADME_CN.md:276Low confidence
- Network access in prose of documentationREADME_CN.md:277Low confidence
- Network access in prose of documentationREADME_CN.md:278Low confidence
- Executable script in code of a file that runsinstall.sh:1High confidence
- Dangerous shell operation in code of a file that runsinstall.sh:141High confidence
- Network access in code of documentationreferences/complete-examples.md:474Low confidence
- Network access in code of documentationreferences/complete-examples.md:475Low confidence
- Network access in code of documentationreferences/complete-examples.md:476Low confidence
- Network access in prose of documentationreferences/dify-1.18-target.md:115Low confidence
- Network access in prose of documentationreferences/dify-1.18-target.md:116Low confidence
- Network access in prose of documentationreferences/dify-1.18-target.md:117Low confidence
- Network access in prose of documentationreferences/dify-1.18-target.md:118Low confidence
- Network access in prose of documentationreferences/dify-1.18-target.md:119Low confidence
- Network access in prose of documentationreferences/dify-1.18-target.md:120Low confidence
- Network access in prose of documentationreferences/dify-1.18-target.md:121Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:37Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:38Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:39Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:40Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:41Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:42Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:43Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:44Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:45Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:46Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:47Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:48Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:49Low confidence
- Network access in prose of documentationreferences/dsl-structure.md:50Low confidence
- Access to secrets in code of documentationreferences/dsl-structure.md:284Low confidence
- Network access in code of documentationreferences/dsl-structure.md:325Low confidence
- Network access in code of documentationreferences/dsl-structure.md:326Low confidence
- Network access in code of documentationreferences/dsl-structure.md:327Low confidence
- Network access in code of documentationreferences/node-schemas.md:200Low confidence
- Network access in code of documentationreferences/node-schemas.md:201Low confidence
- Network access in code of documentationreferences/node-schemas.md:202Low confidence
- Network access in code of documentationreferences/node-schemas.md:343Low confidence
- Network access in code of documentationreferences/node-schemas.md:344Low confidence
- Network access in code of documentationreferences/node-schemas.md:345Low confidence
- Network access in prose of documentationreferences/official-0.6-target.md:21Low confidence
- Network access in prose of documentationreferences/official-0.6-target.md:22Low confidence
- Network access in prose of documentationreferences/official-0.6-target.md:23Low confidence
- Network access in prose of documentationreferences/official-0.6-target.md:24Low confidence
and 48 more
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.