Not in the top 1,000 by GitHub stars

alvin-reyes/better-agentic-ide

Better Agentic Development Environment

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

View weekly changes

claude-plugin/plugins/ade/skills/anti-slop/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-ai-agents/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-ai-strategy/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-ai-web3/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-automation/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-contract-systems/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-crosschain/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-defi/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-llmops/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-rag/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-tokenomics/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/arch-web3-infra/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

claude-plugin/plugins/ade/skills/deslop/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-advanced-elicitation/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-agent-analyst/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-agent-architect/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-agent-dev/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-agent-pm/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-agent-ux-designer/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-architecture/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-brainstorming/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-build/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-build-auto/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-code-review/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-correct-course/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-customize/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-deep-recon/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-eval/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-forge-idea/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-party-mode/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-prd/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-prfaq/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-product-brief/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-project-context/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-qa-generate-e2e-tests/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-retrospective/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-review/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-spec/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-ticket/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/shapes/plain-skill/assets/sample-skill/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-ux/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmad-walkthrough/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmod-core-tools/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmod-method/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src-tauri/resources/bmad-v6/skills/bmod-toolsmith/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/legacy/oldmod/skills/bmad-old-thing/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/legacy/oldmod/skills/bmad-oldmod-setup/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-alpha/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-beta/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-delta/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Local scripts

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-epsilon/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-gamma/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmod-demo/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/alpha-one/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/alpha-two/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/bmod-alpha/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/bmod-orphan/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/no-manifest/SKILL.md

Week of Nov 2, 2026 · Line counts unavailable

Before Not checked yet → After Instructions only

First observation → 94477678ca59

No earlier version was observed for comparison.

Compare on GitHub

View on GitHubAdd to my skills

Verified commit 94477678ca59edee70c8c10adea86947d528ce7a

git clone --filter=blob:none --no-checkout https://github.com/alvin-reyes/better-agentic-ide.git .hotskills/alvin-reyes-better-agentic-ide && git -C .hotskills/alvin-reyes-better-agentic-ide checkout --detach 94477678ca59edee70c8c10adea86947d528ce7a # Copy each selected skill directory from .hotskills/alvin-reyes-better-agentic-ide into .claude/skills/<skill-name>/
45GitHub stars
-40stars in 7 days
60skills in this repository
82commits in 30 days

Heat

1.5
  • 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

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Nov 6, 202685

30-day change not yet available: not enough history.

Individual skills in this repository

  • anti-slop claude-plugin/plugins/ade/skills/anti-slop
  • arch-ai-agents claude-plugin/plugins/ade/skills/arch-ai-agents
  • arch-ai-strategy claude-plugin/plugins/ade/skills/arch-ai-strategy
  • arch-ai-web3 claude-plugin/plugins/ade/skills/arch-ai-web3
  • arch-automation claude-plugin/plugins/ade/skills/arch-automation
  • arch-contract-systems claude-plugin/plugins/ade/skills/arch-contract-systems
  • arch-crosschain claude-plugin/plugins/ade/skills/arch-crosschain
  • arch-defi claude-plugin/plugins/ade/skills/arch-defi
  • arch-llmops claude-plugin/plugins/ade/skills/arch-llmops
  • arch-rag claude-plugin/plugins/ade/skills/arch-rag
  • arch-tokenomics claude-plugin/plugins/ade/skills/arch-tokenomics
  • arch-web3-infra claude-plugin/plugins/ade/skills/arch-web3-infra
  • deslop claude-plugin/plugins/ade/skills/deslop
  • bmad src-tauri/resources/bmad-v6/skills/bmad
  • bmad-advanced-elicitation src-tauri/resources/bmad-v6/skills/bmad-advanced-elicitation
  • bmad-agent-analyst src-tauri/resources/bmad-v6/skills/bmad-agent-analyst
  • bmad-agent-architect src-tauri/resources/bmad-v6/skills/bmad-agent-architect
  • bmad-agent-dev src-tauri/resources/bmad-v6/skills/bmad-agent-dev
  • bmad-agent-pm src-tauri/resources/bmad-v6/skills/bmad-agent-pm
  • bmad-agent-ux-designer src-tauri/resources/bmad-v6/skills/bmad-agent-ux-designer
  • bmad-architecture src-tauri/resources/bmad-v6/skills/bmad-architecture
  • bmad-brainstorming src-tauri/resources/bmad-v6/skills/bmad-brainstorming
  • bmad-build src-tauri/resources/bmad-v6/skills/bmad-build
  • bmad-build-auto src-tauri/resources/bmad-v6/skills/bmad-build-auto
  • bmad-code-review src-tauri/resources/bmad-v6/skills/bmad-code-review
  • bmad-correct-course src-tauri/resources/bmad-v6/skills/bmad-correct-course
  • bmad-customize src-tauri/resources/bmad-v6/skills/bmad-customize
  • bmad-deep-recon src-tauri/resources/bmad-v6/skills/bmad-deep-recon
  • bmad-eval src-tauri/resources/bmad-v6/skills/bmad-eval
  • bmad-forge-idea src-tauri/resources/bmad-v6/skills/bmad-forge-idea
  • bmad-party-mode src-tauri/resources/bmad-v6/skills/bmad-party-mode
  • bmad-prd src-tauri/resources/bmad-v6/skills/bmad-prd
  • bmad-prfaq src-tauri/resources/bmad-v6/skills/bmad-prfaq
  • bmad-product-brief src-tauri/resources/bmad-v6/skills/bmad-product-brief
  • bmad-project-context src-tauri/resources/bmad-v6/skills/bmad-project-context
  • bmad-qa-generate-e2e-tests src-tauri/resources/bmad-v6/skills/bmad-qa-generate-e2e-tests
  • bmad-retrospective src-tauri/resources/bmad-v6/skills/bmad-retrospective
  • bmad-review src-tauri/resources/bmad-v6/skills/bmad-review
  • bmad-spec src-tauri/resources/bmad-v6/skills/bmad-spec
  • bmad-ticket src-tauri/resources/bmad-v6/skills/bmad-ticket
  • bmad-toolsmith src-tauri/resources/bmad-v6/skills/bmad-toolsmith
  • decision-record src-tauri/resources/bmad-v6/skills/bmad-toolsmith/shapes/plain-skill/assets/sample-skill
  • bmad-ux src-tauri/resources/bmad-v6/skills/bmad-ux
  • bmad-walkthrough src-tauri/resources/bmad-v6/skills/bmad-walkthrough
  • bmod-core-tools src-tauri/resources/bmad-v6/skills/bmod-core-tools
  • bmod-method src-tauri/resources/bmad-v6/skills/bmod-method
  • bmod-toolsmith src-tauri/resources/bmad-v6/skills/bmod-toolsmith
  • bmad-old-thing src/lib/bmadRuntime/__tests__/goldens/helpers/seed/legacy/oldmod/skills/bmad-old-thing
  • bmad-oldmod-setup src/lib/bmadRuntime/__tests__/goldens/helpers/seed/legacy/oldmod/skills/bmad-oldmod-setup
  • bmad-alpha src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-alpha
  • bmad-beta src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-beta
  • bmad-delta src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-delta
  • bmad-epsilon-v2 src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-epsilon
  • bmad-gamma src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-gamma
  • bmod-demo src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmod-demo
  • alpha-one src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/alpha-one
  • alpha-two src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/alpha-two
  • bmod-alpha src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/bmod-alpha
  • bmod-orphan src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/bmod-orphan
  • no-manifest src/lib/bmadRuntime/__tests__/goldens/misc/broken-repo/skills/no-manifest

How it works

anti-slop

When your agent uses it

Rules against AI slop in code, comments, commit messages and docs. Use whenever you write or edit code, write documentation, a README, a commit message or a PR description, or review changes for quality.

What it loads into context

Frontmatter

51 tokens

Always available to the agent

SKILL.md

711 tokens

When the skill is activated

Reference documents

0 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. Code
  2. Writing (docs, READMEs, commit messages, PR descriptions, replies)
  3. Before you finish

Files

  • ../../../../.claude-plugin/marketplace.jsonasset339 bytes
  • ../../.claude-plugin/plugin.jsonasset366 bytes
  • ../../hooks/hooks.jsonasset353 bytes
  • ../../hooks/hooks.jsonasset353 bytes
  • SKILL.mdcore3,006 bytes
Read SKILL.md

# Anti-slop

Slop is output that looks finished but isn't, or that pads the work with words and code nobody asked for. Hold every change to these rules.

## Code

- **Do what was asked, and only that.** No extra features, options, config flags, abstraction layers or "future-proofing" the task doesn't need.
- **No stubs.** Never leave `TODO`, `FIXME`, `pass`, `throw new Error("not implemented")`, "implement this", "your logic here" or "... rest of the code". Write the real code, or say plainly what you didn't do and why.
- **No debug leftovers.** Remove `console.log`, `print` debugging and `debugger` statements you added. Real logging goes through the project's logger.
- **No commented-out code.** Delete it; git keeps history.
- **Comments explain why, not what.** Don't narrate code ("This function adds two numbers", "Increment i"). Keep comments that record a reason, a constraint or a non-obvious decision.
- **Match the codebase.** Follow the file's naming, structure, error handling and comment density. Reuse existing helpers instead of writing near-duplicates.
- **No new files without a reason.** Don't add READMEs, example files, summary markdown or test scaffolding unless asked.
- **Don't swallow errors.** No empty `catch`, no `except: pass`, no silent fallbacks that hide a failure.
View the complete source on GitHub

Skills included

  • anti-slop
  • arch-ai-agents
  • arch-ai-strategy
  • arch-ai-web3
  • arch-automation
  • arch-contract-systems
  • arch-crosschain
  • arch-defi
  • arch-llmops
  • arch-rag
  • arch-tokenomics
  • arch-web3-infra
  • deslop
  • bmad
  • bmad-advanced-elicitation
  • bmad-agent-analyst
  • bmad-agent-architect
  • bmad-agent-dev
  • bmad-agent-pm
  • bmad-agent-ux-designer
  • bmad-architecture
  • bmad-brainstorming
  • bmad-build
  • bmad-build-auto
  • bmad-code-review
  • bmad-correct-course
  • bmad-customize
  • bmad-deep-recon
  • bmad-eval
  • bmad-forge-idea
  • bmad-party-mode
  • bmad-prd
  • bmad-prfaq
  • bmad-product-brief
  • bmad-project-context
  • bmad-qa-generate-e2e-tests
  • bmad-retrospective
  • bmad-review
  • bmad-spec
  • bmad-ticket
  • bmad-toolsmith
  • decision-record
  • bmad-ux
  • bmad-walkthrough
  • bmod-core-tools
  • bmod-method
  • bmod-toolsmith
  • bmad-alpha
  • bmad-beta
  • bmad-delta
  • bmad-epsilon-v2
  • bmad-gamma
  • bmod-demo

Repository facts

License
MIT
Created
Feb 26, 2026
Last pushed
Nov 4, 2026
Forks
20
Open issues
11
Project activity
Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 5, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 170 notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • claude-plugin/plugins/ade/hooks/hooks.json:1 Plugin-wide analysis incomplete; see repository notes
  • src-tauri/resources/bmad-v6/skills/bmad/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • src-tauri/resources/bmad-v6/skills/bmad-advanced-elicitation/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • src-tauri/resources/bmad-v6/skills/bmad-advanced-elicitation/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • src-tauri/resources/bmad-v6/skills/bmad-advanced-elicitation/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • src-tauri/resources/bmad-v6/skills/bmad-agent-analyst/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • src-tauri/resources/bmad-v6/skills/bmad-agent-analyst/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • src-tauri/resources/bmad-v6/skills/bmad-agent-architect/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
Show all 252 signals by file

src-tauri/resources/bmad-v6/skills/bmad-advanced-elicitation/scripts/pick_methods.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-advanced-elicitation/scripts/tests/test_pick_methods.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-architecture/scripts/lint_spine.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-architecture/scripts/tests/test_lint_spine.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-brainstorming/assets/brain-selector.html

  • Network accessline 132
    </header> <main> <section data-cat="Proven &amp; Professional" style="--c:#3d4f73"><h2>Proven &amp; Professional<span class="cnt">29</span></h2><div class="grid"><label class="tech" style="--c:#15a3a3"><input type="checkbox" data-name="Yes 
  • Network accessline 133
    <main> <section data-cat="Proven &amp; Professional" style="--c:#3d4f73"><h2>Proven &amp; Professional<span class="cnt">29</span></h2><div class="grid"><label class="tech" style="--c:#15a3a3"><input type="checkbox" data-name="Yes And Buildi
  • Network accessline 134
    <section data-cat="Proven &amp; Professional" style="--c:#3d4f73"><h2>Proven &amp; Professional<span class="cnt">29</span></h2><div class="grid"><label class="tech" style="--c:#15a3a3"><input type="checkbox" data-name="Yes And Building" dat
  • Network accessline 135
    <h2 class="grouphdr" style="--c:#3b6ea5">Structured &amp; Analytical</h2> <section data-cat="Structured" style="--c:#3b6ea5"><h2>Structured<span class="cnt">15</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-nam
  • Network accessline 136
    <section data-cat="Structured" style="--c:#3b6ea5"><h2>Structured<span class="cnt">15</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="SCAMPER Method" data-cat="Structured" data-desc="Run your idea through 
  • Network accessline 137
    <section data-cat="Deep" style="--c:#4658c9"><h2>Deep<span class="cnt">13</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Five Whys" data-cat="Deep" data-desc="Ask &quot;why?&quot; five times in a chain, e
  • Network accessline 138
    <h2 class="grouphdr" style="--c:#6d5cf0">Creative &amp; Generative</h2> <section data-cat="Creative" style="--c:#6d5cf0"><h2>Creative<span class="cnt">10</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Wha
  • Network accessline 139
    <section data-cat="Creative" style="--c:#6d5cf0"><h2>Creative<span class="cnt">10</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="What If Scenarios" data-cat="Creative" data-desc="Detonate one constraint a
  • Network accessline 140
    <section data-cat="Biomimetic" style="--c:#1f9d6b"><h2>Biomimetic<span class="cnt">6</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Nature&#x27;s Solutions" data-cat="Biomimetic" data-desc="Name an organi
  • Network accessline 141
    <section data-cat="Cultural" style="--c:#c75b39"><h2>Cultural<span class="cnt">7</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Indigenous Wisdom" data-cat="Cultural" data-desc="Ask how an indigenous or t
  • Network accessline 142
    <section data-cat="Speculative Future" style="--c:#0fb5c9"><h2>Speculative Future<span class="cnt">8</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Time Horizon Ladder" data-cat="Speculative Future" data-
  • Network accessline 143
    <section data-cat="Quantum" style="--c:#2b86d9"><h2>Quantum<span class="cnt">6</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Observer Effect" data-cat="Quantum" data-desc="Ask how the act of watching, me
  • Network accessline 144
    <h2 class="grouphdr" style="--c:#e2562f">Wild &amp; Playful</h2> <section data-cat="Wild" style="--c:#e2562f"><h2>Wild<span class="cnt">7</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Chaos Engineering" 
  • Network accessline 145
    <section data-cat="Wild" style="--c:#e2562f"><h2>Wild<span class="cnt">7</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Chaos Engineering" data-cat="Wild" data-desc="Deliberately break your idea every way
  • Network accessline 146
    <section data-cat="Absurdist" style="--c:#e0529c"><h2>Absurdist<span class="cnt">6</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Villain&#x27;s Monologue" data-cat="Absurdist" data-desc="Pitch your probl
  • Network accessline 147
    <section data-cat="Theatrical" style="--c:#cf4d6f"><h2>Theatrical<span class="cnt">7</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Time Travel Talk Show" data-cat="Theatrical" data-desc="Host a talk show
  • Network accessline 148
    <section data-cat="Constraint" style="--c:#d9882b"><h2>Constraint<span class="cnt">7</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Kill the Crown Jewel" data-cat="Constraint" data-desc="Delete the single
  • Network accessline 149
    <h2 class="grouphdr" style="--c:#b15ad6">Introspective &amp; Personal</h2> <section data-cat="Introspective Delight" style="--c:#b15ad6"><h2>Introspective Delight<span class="cnt">8</span></h2><div class="grid"><label class="tech"><input ty
  • Network accessline 150
    <section data-cat="Introspective Delight" style="--c:#b15ad6"><h2>Introspective Delight<span class="cnt">8</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Inner Child Conference" data-cat="Introspective De
  • Network accessline 151
    <section data-cat="Collaborative" style="--c:#15a3a3"><h2>Collaborative<span class="cnt">8</span></h2><div class="grid"><label class="tech"><input type="checkbox" data-name="Yes And Building" data-cat="Collaborative" data-desc="Never negate

src-tauri/resources/bmad-v6/skills/bmad-brainstorming/scripts/brain.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Network accessline 584
    def _svg(inner: str) -> str:     return f'<svg class="ico" viewBox="0 0 44 44" xmlns="http://www.w3.org/2000/svg">{CHIP}{inner}</svg>'
  • Network accessline 585
    return f'<svg class="ico" viewBox="0 0 44 44" xmlns="http://www.w3.org/2000/svg">{CHIP}{inner}</svg>'

src-tauri/resources/bmad-v6/skills/bmad-brainstorming/scripts/tests/test_brain.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-customize/SKILL.md

  • Network accessline 10
    Scope v1: per-skill `[agent]` overrides (`bmad-agent-<role>.toml` / `.user.toml`) and per-skill `[workflow]` overrides (`bmad-<workflow>.toml` / `.user.toml`). Central config (`{project-root}/_bmad/custom/config.toml`) is out of scope — poi
  • Network accessline 109
    - **Central config** (`{project-root}/_bmad/custom/config.toml`) — see the [How to Customize BMad guide](https://docs.bmad-method.org/how-to/customize-bmad/).

src-tauri/resources/bmad-v6/skills/bmad-customize/scripts/list_customizable_skills.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-customize/scripts/tests/test_list_customizable_skills.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-deep-recon/scripts/recon_kit.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-deep-recon/scripts/tests/test_recon_kit.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Network accessline 35
    | [n] | Supports | Publisher | Pub date | Accessed | Confidence | | --- | --- | --- | --- | --- | --- | | [1] | market growth | [Gartner](https://example.com/g) | 2026-01 | 2026-07-01 | high |
  • Network accessline 36
    | --- | --- | --- | --- | --- | --- | | [1] | market growth | [Gartner](https://example.com/g) | 2026-01 | 2026-07-01 | high | | [2] | pricing | [Acme](javascript:alert(1)) | 2026-05 | 2026-07-01 | medium |
  • Network accessline 37
    | [1] | market growth | [Gartner](https://example.com/g) | 2026-01 | 2026-07-01 | high |
  • Network accessline 38
    | [2] | pricing | [Acme](javascript:alert(1)) | 2026-05 | 2026-07-01 | medium | | [3] | never cited | https://example.com/x | 2025-11 | 2026-07-01 | low | """
  • Network accessline 39
    | [3] | never cited | https://example.com/x | 2025-11 | 2026-07-01 | low |
  • Network accessline 202
    self.assertTrue(any(u.startswith("javascript:") for u in result["invalid_urls"]))         self.assertNotIn("javascript:", result["html"])  # never linked         self.assertIn('href="https://example.com/g"', result["html"])
  • Network accessline 203
    self.assertNotIn("javascript:", result["html"])  # never linked         self.assertIn('href="https://example.com/g"', result["html"])         self.assertIn('id="src-1"', result["html"])
  • Network accessline 204
    self.assertIn('href="https://example.com/g"', result["html"])
  • Network accessline 209
    text = (             "| [n] | Supports | Publisher |\n| --- | --- | --- |\n"             "| [1] | a | [Rust](https://en.wikipedia.org/wiki/Rust_(programming_language)) |\n"
  • Network accessline 210
    "| [n] | Supports | Publisher |\n| --- | --- | --- |\n"             "| [1] | a | [Rust](https://en.wikipedia.org/wiki/Rust_(programming_language)) |\n"             "| [2] | b | https://en.wikipedia.org/wiki/Go_(programming_language) |\n"
  • Network accessline 211
    "| [1] | a | [Rust](https://en.wikipedia.org/wiki/Rust_(programming_language)) |\n"
  • Network accessline 212
    "| [2] | b | https://en.wikipedia.org/wiki/Go_(programming_language) |\n"
  • Network accessline 213
    )         code, result = run_text(["escape-sources"], text)         self.assertIn('href="https://en.wikipedia.org/wiki/Rust_(programming_language)"', result["html"])
  • Network accessline 214
    code, result = run_text(["escape-sources"], text)         self.assertIn('href="https://en.wikipedia.org/wiki/Rust_(programming_language)"', result["html"])         self.assertIn('href="https://en.wikipedia.org/wiki/Go_(programming_language)
  • Network accessline 215
    self.assertIn('href="https://en.wikipedia.org/wiki/Rust_(programming_language)"', result["html"])
  • Network accessline 216
    self.assertIn('href="https://en.wikipedia.org/wiki/Go_(programming_language)"', result["html"])

src-tauri/resources/bmad-v6/skills/bmad-eval/customize.toml

  • Access to secretsline 24
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-eval/references/harness.md

  • Access to secretsline 10
    [Credential-related source omitted]
  • Instruction override signalline 22
    command = ["claude", "-p", "{prompt}", "--output-format", "stream-json", "--verbose", "--dangerously-skip-permissions"]
  • Access to secretsline 25
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/aggregate_benchmark.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/convert_cases.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/eval_common.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Access to secretsline 15
    [Credential-related source omitted]
  • Access to secretsline 125
    [Credential-related source omitted]
  • Access to secretsline 158
    [Credential-related source omitted]
  • Access to secretsline 205
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/run_evals.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/run_triggers.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/tests/fake_harness.py

  • Executable scriptline 1
    Executable file
  • Access to secretsline 20
    [Credential-related source omitted]
  • Access to secretsline 25
    [Credential-related source omitted]
  • Access to secretsline 41
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/tests/test_aggregate_benchmark.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/tests/test_convert_cases.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/tests/test_eval_common.py

  • Executable scriptline 1
    Executable file
  • Access to secretsline 20
    [Credential-related source omitted]
  • Access to secretsline 35
    [Credential-related source omitted]
  • Access to secretsline 37
    [Credential-related source omitted]
  • Access to secretsline 41
    [Credential-related source omitted]
  • Access to secretsline 47
    [Credential-related source omitted]
  • Access to secretsline 48
    [Credential-related source omitted]
  • Access to secretsline 49
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/tests/test_run_evals.py

  • Executable scriptline 1
    Executable file
  • Access to secretsline 58
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-eval/scripts/tests/test_run_triggers.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-forge-idea/scripts/resolve_personas.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-forge-idea/scripts/tests/test_resolve_personas.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-party-mode/scripts/resolve_party.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-party-mode/scripts/tests/test_resolve_party.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-prd/assets/headless-schemas.md

  • Network accessline 23
    "assumptions": [],   "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}
  • Network accessline 24
    "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}   ]
  • Network accessline 25
    {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}
  • Network accessline 40
    "open_questions": [],   "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}
  • Network accessline 41
    "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}   ]
  • Network accessline 42
    {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}

src-tauri/resources/bmad-v6/skills/bmad-product-brief/SKILL.md

  • Network accessline 52
    "open_questions": [],   "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}
  • Network accessline 53
    "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}   ]
  • Network accessline 54
    {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/PROD/123", "status": "ok"}

src-tauri/resources/bmad-v6/skills/bmad-qa-generate-e2e-tests/SKILL.md

  • Network accessline 166
    > **Install Test Architect (TEA) module**: <https://bmad-code-org.github.io/bmad-method-test-architecture-enterprise/>

src-tauri/resources/bmad-v6/skills/bmad-qa-generate-e2e-tests/checklist.md

  • Network accessline 33
    **Need more comprehensive testing?** Install [Test Architect (TEA)](https://bmad-code-org.github.io/bmad-method-test-architecture-enterprise/) for advanced workflows.

src-tauri/resources/bmad-v6/skills/bmad-retrospective/scripts/git_evidence.py

  • Executable scriptline 1
    Executable file
  • Access to secretsline 106
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-retrospective/scripts/tests/test_git_evidence.py

  • Executable scriptline 1
    Executable file
  • Access to secretsline 54
    [Credential-related source omitted]
  • Access to secretsline 79
    [Credential-related source omitted]
  • Access to secretsline 95
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-review/scripts/tests/test_word_metrics.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-review/scripts/word_metrics.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-ticket/assets/epic-template.md

  • Network accessline 100
    - prd — _bmad-output/initiative-checkout/prd-checkout/prd-checkout.md, sections Capabilities and Constraints - design — https://figma.com/design/ab12cd/checkout, frame Cart
  • Network accessline 101
    - design — https://figma.com/design/ab12cd/checkout, frame Cart

src-tauri/resources/bmad-v6/skills/bmad-ticket/assets/story-template.md

  • Network accessline 106
    - parent — _bmad-output/initiative-checkout/epic-cart-rules/epic-cart-rules.md, Requirements R2 and R3 - design — https://figma.com/design/ab12cd/checkout, frame Cart
  • Network accessline 107
    - design — https://figma.com/design/ab12cd/checkout, frame Cart

src-tauri/resources/bmad-v6/skills/bmad-ticket/config/jira-ticketing.toml

  • Network accessline 6
    # # One tool: acli, Atlassian's official CLI (`acli jira workitem ...`): create with --parent, transition, # links, comments, assign, JQL. The Atlassian Rovo MCP server (https://mcp.atlassian.com/v1/mcp/authv2)
  • Network accessline 7
    # One tool: acli, Atlassian's official CLI (`acli jira workitem ...`): create with --parent, transition, # links, comments, assign, JQL. The Atlassian Rovo MCP server (https://mcp.atlassian.com/v1/mcp/authv2) # is the alternative for an org
  • Network accessline 8
    # links, comments, assign, JQL. The Atlassian Rovo MCP server (https://mcp.atlassian.com/v1/mcp/authv2)
  • Network accessline 14
    store = "jira" key = ""    # the default Jira project key, e.g. "SHOP"; Jira assigns the number. A container's own `key` overrides it for everything under it site = ""   # https://yourorg.atlassian.net
  • Network accessline 15
    key = ""    # the default Jira project key, e.g. "SHOP"; Jira assigns the number. A container's own `key` overrides it for everything under it site = ""   # https://yourorg.atlassian.net access = """
  • Network accessline 16
    site = ""   # https://yourorg.atlassian.net

src-tauri/resources/bmad-v6/skills/bmad-ticket/config/linear-ticketing.toml

  • Network accessline 31
    [verbs] setup = """ Connect, unless the Linear tools already answer: add the MCP server https://mcp.linear.app/mcp to
  • Network accessline 32
    setup = """ Connect, unless the Linear tools already answer: add the MCP server https://mcp.linear.app/mcp to the agent tool in use (in Claude Code, `claude mcp add --transport http linear-server https://mcp.linear.app/mcp`),
  • Network accessline 33
    Connect, unless the Linear tools already answer: add the MCP server https://mcp.linear.app/mcp to
  • Network accessline 34
    the agent tool in use (in Claude Code, `claude mcp add --transport http linear-server https://mcp.linear.app/mcp`),

src-tauri/resources/bmad-v6/skills/bmad-ticket/config/notion-ticketing.toml

  • Network accessline 33
    [verbs] setup = """ Connect, unless the Notion tools already answer: add the MCP server https://mcp.notion.com/mcp to
  • Network accessline 34
    setup = """ Connect, unless the Notion tools already answer: add the MCP server https://mcp.notion.com/mcp to the agent tool in use (in Claude Code, `claude mcp add --transport http notion https://mcp.notion.com/mcp`),
  • Network accessline 35
    Connect, unless the Notion tools already answer: add the MCP server https://mcp.notion.com/mcp to
  • Network accessline 36
    the agent tool in use (in Claude Code, `claude mcp add --transport http notion https://mcp.notion.com/mcp`),

src-tauri/resources/bmad-v6/skills/bmad-ticket/config/trello-ticketing.toml

  • Network accessline 33
    [verbs] setup = """ Connect, unless the Trello tools already answer: add the MCP server https://mcp.trello.com/v1 to
  • Network accessline 34
    setup = """ Connect, unless the Trello tools already answer: add the MCP server https://mcp.trello.com/v1 to the agent tool in use (in Claude Code, `claude mcp add --transport http trello https://mcp.trello.com/v1`),
  • Network accessline 35
    Connect, unless the Trello tools already answer: add the MCP server https://mcp.trello.com/v1 to
  • Network accessline 36
    the agent tool in use (in Claude Code, `claude mcp add --transport http trello https://mcp.trello.com/v1`),

src-tauri/resources/bmad-v6/skills/bmad-ticket/scripts/read_store.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-ticket/scripts/tests/test_read_store.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-ticket/scripts/tests/test_tickets.py

  • Executable scriptline 1
    Executable file
  • Network accessline 515
    "ref": 2,                     "tracker_id": "42",                     "remote": "https://x.test/42",
  • Network accessline 516
    "tracker_id": "42",                     "remote": "https://x.test/42",                     "tracker_status": "in-progress",
  • Network accessline 517
    "remote": "https://x.test/42",
  • Network accessline 533
    for line in (             'tracker_id: "42"',             'remote: "https://x.test/42"',
  • Network accessline 534
    'tracker_id: "42"',             'remote: "https://x.test/42"',             "tracker_status: in-progress",
  • Network accessline 535
    'remote: "https://x.test/42"',

src-tauri/resources/bmad-v6/skills/bmad-ticket/scripts/tickets.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/count_tokens.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/init_skill.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/prepass.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/process_template.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/read_session_log.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Access to secretsline 64
    [Credential-related source omitted]
  • Network accessline 102
    "sources": self.sources,             "user_requests": [                 {"text": self.request_text[key], "count": count} for key, count in self.requests.most_common(max_items)
  • Network accessline 103
    "user_requests": [                 {"text": self.request_text[key], "count": count} for key, count in self.requests.most_common(max_items)             ],
  • Network accessline 104
    {"text": self.request_text[key], "count": count} for key, count in self.requests.most_common(max_items)

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/registry.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/scan_legacy_module.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/scan_paths.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/scan_scripts.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Network accessline 9
    pep723-floor     the block has no requires-python, or its floor is below 3.11   test-missing     no scripts/tests/test_<name>.py beside the script   network-call     imports a network module (urllib.request, requests, httpx, socket, http.cl
  • Network accessline 10
    test-missing     no scripts/tests/test_<name>.py beside the script   network-call     imports a network module (urllib.request, requests, httpx, socket, http.client, aiohttp);                    a skill script should work offline unless its
  • Network accessline 11
    network-call     imports a network module (urllib.request, requests, httpx, socket, http.client, aiohttp);
  • Network accessline 44
    CUSTOM_IO_RE = re.compile("|".join([r"_bmad/" + "custom", r"\.user\." + "toml"])) NETWORK_MODULES = {"urllib.request", "requests", "httpx", "socket", "http.client", "aiohttp"}
  • Network accessline 45
    NETWORK_MODULES = {"urllib.request", "requests", "httpx", "socket", "http.client", "aiohttp"}

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_count_tokens.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_init_skill.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_memory_agent_scripts.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_prepass.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_process_template.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_read_session_log.py

  • Executable scriptline 1
    Executable file
  • Access to secretsline 151
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_registry.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_scan_legacy_module.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_scan_paths.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/scripts/tests/test_scan_scripts.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/shapes/memory-agent/assets/init-sanctum-template.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/shapes/memory-agent/assets/wake-template.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/shapes/script-utility/assets/script-template.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad-toolsmith/shapes/script-utility/assets/test-template.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad-ux/SKILL.md

  • Network accessline 11
    Produce two peer contracts: **`DESIGN.md`** (visual identity per the [Google Labs spec](https://github.com/google-labs-code/design.md) — owns *how it looks*) and **`EXPERIENCE.md`** (information architecture, behavior, states, interactions,
  • Network accessline 15
    Per the [Google Labs spec](https://github.com/google-labs-code/design.md). YAML frontmatter tokens (**colors** · **typography** · **rounded** · **spacing** · **components**) + markdown body in canonical order: **Brand & Style** · **Colors**

src-tauri/resources/bmad-v6/skills/bmad-ux/assets/excalidraw-wireframe.md

  • Network accessline 11
    Valid Excalidraw file: `{type: "excalidraw", version: 2, source: "https://excalidraw.com", elements: [...], appState: {gridSize: null, viewBackgroundColor: "#ffffff"}, files: {}}`. Each element needs the standard Excalidraw element fields (

src-tauri/resources/bmad-v6/skills/bmad-ux/assets/headless-schemas.md

  • Network accessline 28
    "assumptions": [],   "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/DESIGN/123", "status": "ok"}
  • Network accessline 29
    "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/DESIGN/123", "status": "ok"}   ]
  • Network accessline 30
    {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/DESIGN/123", "status": "ok"}
  • Network accessline 48
    "open_questions": [],   "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/DESIGN/123", "status": "ok"}
  • Network accessline 49
    "external_handoffs": [     {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/DESIGN/123", "status": "ok"}   ]
  • Network accessline 50
    {"directive": "Confluence upload", "tool": "corp:confluence_upload", "url": "https://confluence.corp/DESIGN/123", "status": "ok"}

src-tauri/resources/bmad-v6/skills/bmad-ux/customize.toml

  • Network accessline 22
    # Reference DESIGN.md spines the distillation subagent reads to anchor shape # and editorial richness. Convention-compliant with the Google Labs DESIGN.md # spec (https://github.com/google-labs-code/design.md). Append entries via
  • Network accessline 23
    # and editorial richness. Convention-compliant with the Google Labs DESIGN.md # spec (https://github.com/google-labs-code/design.md). Append entries via # override TOML to seed an org-specific canonical aesthetic.
  • Network accessline 24
    # spec (https://github.com/google-labs-code/design.md). Append entries via
  • Network accessline 46
    # Vercel v0, Figma, Galileo, Anima, internal generators. design_handoffs = [   "Google Stitch (https://stitch.withgoogle.com) — emits DESIGN.md + per-screen HTML. Paste assembled prompt; save outputs to {doc_workspace}.",
  • Network accessline 47
    design_handoffs = [   "Google Stitch (https://stitch.withgoogle.com) — emits DESIGN.md + per-screen HTML. Paste assembled prompt; save outputs to {doc_workspace}.", ]
  • Network accessline 48
    "Google Stitch (https://stitch.withgoogle.com) — emits DESIGN.md + per-screen HTML. Paste assembled prompt; save outputs to {doc_workspace}.",

src-tauri/resources/bmad-v6/skills/bmad-ux/references/design-md-spec.md

  • Network accessline 3
    Source of truth: [google-labs-code/design.md](https://github.com/google-labs-code/design.md) (Apache 2.0, Google Labs, April 2026). This file is a working summary; the URL wins on conflict.

src-tauri/resources/bmad-v6/skills/bmad/scripts/config_utils.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad/scripts/knowledge.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad/scripts/memlog.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad/scripts/render_skill.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad/scripts/resolve_config.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad/scripts/resolve_customization.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad/scripts/roster.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad/scripts/setup.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Access to secretsline 651
    [Credential-related source omitted]
  • Network accessline 1881
    path = "/".join(urllib.parse.quote(part, safe="") for part in parts)     return (         "https://raw.githubusercontent.com/"
  • Network accessline 1882
    return (         "https://raw.githubusercontent.com/"         f"{urllib.parse.quote(owner, safe='')}/"
  • Network accessline 1883
    "https://raw.githubusercontent.com/"         f"{urllib.parse.quote(owner, safe='')}/"         f"{urllib.parse.quote(repository, safe='')}/main/{path}"
  • Network accessline 1895
    raise Exception(f"cannot read source bmod file {path}: {error}") from error     else:         request = urllib.request.Request(
  • Network accessline 1896
    else:         request = urllib.request.Request(             source,
  • Network accessline 1897
    request = urllib.request.Request(
  • Network accessline 1900
    )         try:             with urllib.request.urlopen(request, timeout=10) as response:
  • Network accessline 1901
    try:             with urllib.request.urlopen(request, timeout=10) as response:                 raw = response.read(SOURCE_READ_LIMIT + 1)
  • Network accessline 1902
    with urllib.request.urlopen(request, timeout=10) as response:

src-tauri/resources/bmad-v6/skills/bmad/scripts/setup_check.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad/scripts/stamp_release.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_config_utils.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_knowledge_migrations.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_memlog.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_render_skill.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_resolve_config.py

  • Executable scriptline 1
    Executable file
  • Access to secretsline 81
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_resolve_customization.py

  • Executable scriptline 1
    Executable file
  • Access to secretsline 47
    [Credential-related source omitted]

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_roster.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_setup_check.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_stamp_release.py

  • Executable scriptline 1
    Executable file

src-tauri/resources/bmad-v6/skills/bmad/scripts/tests/test_validate_manifests.py

  • Executable scriptline 1
    Executable file
  • Network accessline 491
    def test_knowledge_url(self):         self.method_record('path = "delivery-help.md"', 'path = "https://docs.example.com/help.md"')
  • Network accessline 492
    self.method_record('path = "delivery-help.md"', 'path = "https://docs.example.com/help.md"')

src-tauri/resources/bmad-v6/skills/bmad/scripts/validate_manifests.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src-tauri/resources/bmad-v6/skills/bmod-core-tools/bmod.toml

  • Network accessline 21
    🐍 REQUIRED: uv (https://docs.astral.sh/uv/) runs the Python scripts BMad skills rely on (`uv run <script>`) and provisions the interpreter itself. Without it, `bmad setup` cannot run and skills that use scripts halt. If it's not set up yet,
  • Network accessline 23
    🌐 CONNECT:   Website:   https://bmadcode.com/
  • Network accessline 24
    Website:   https://bmadcode.com/
  • Network accessline 25
    Discord:   https://discord.gg/gk8jAdXWmj
  • Network accessline 26
    YouTube:   https://www.youtube.com/@BMadCode
  • Network accessline 27
    X:         https://x.com/BMadCode
  • Network accessline 28
    Facebook:  https://facebook.com/@BMadCode
  • Network accessline 30
    ⭐ SUPPORT THE PROJECT:   Star us:   https://github.com/bmad-code-org/BMAD-METHOD/
  • Network accessline 31
    Star us:   https://github.com/bmad-code-org/BMAD-METHOD/
  • Network accessline 32
    Donate:    https://buymeacoffee.com/bmad

src-tauri/resources/bmad-v6/skills/bmod-core-tools/help/help.md

  • Network accessline 62
    For a `core-tools` question this document, its topic files, and the installed skills cannot answer, fetch the documentation site at `https://docs.bmad-method.org/` and follow the pages relevant to the question. The source repository it link

src-tauri/resources/bmad-v6/skills/bmod-method/help/help.md

  • Network accessline 157
    For a `method` question this document, its topic files, and the installed skills cannot answer, fetch the documentation site at `https://docs.bmad-method.org/` and follow the pages relevant to the question. The source repository it links to

src-tauri/resources/bmad-v6/skills/bmod-method/migration-1.toml

  • Dangerous shell operationline 157
    The store as its own repository, inside this project: `git init` in the output folder, then in the project repo `git rm -r --cached <output folder>` and add the folder to the project's `.gitignore`, so the two repositories do not track the 

src-tauri/resources/bmad-v6/skills/bmod-toolsmith/help/references.md

  • Network accessline 5
    | Resource | What it covers | |---|---| | Agent Skills specification: <https://agentskills.io/specification> | The open `SKILL.md` format BMad skills follow: `name` and `description` rules, optional keys, the `scripts/`, `references/` and `
  • Network accessline 6
    |---|---| | Agent Skills specification: <https://agentskills.io/specification> | The open `SKILL.md` format BMad skills follow: `name` and `description` rules, optional keys, the `scripts/`, `references/` and `assets/` folders, progressive 
  • Network accessline 7
    | Agent Skills specification: <https://agentskills.io/specification> | The open `SKILL.md` format BMad skills follow: `name` and `description` rules, optional keys, the `scripts/`, `references/` and `assets/` folders, progressive disclosure
  • Network accessline 8
    | Agent Skills overview: <https://agentskills.io/> | What skills are and which agents support the format. |
  • Network accessline 9
    | Anthropic, Agent Skills: <https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview> | The three-level loading model (metadata, instructions, resources on demand) and where skills work across Anthropic products. |
  • Network accessline 10
    | Anthropic, skill authoring best practices: <https://platform.claude.com/docs/en/agents-and-tools/agent-skills/best-practices> | Concise writing, degrees of freedom, third-person descriptions, one-level-deep references, building evaluation
  • Network accessline 11
    | Anthropic skills repository: <https://github.com/anthropics/skills> | Example skills and the skill-creator skill whose eval loop the skill-creator approach follows. |
  • Network accessline 12
    | Claude Code skills: <https://code.claude.com/docs/en/skills> | Where Claude Code loads skills from, its frontmatter extensions such as `disable-model-invocation`, slash invocation, and dynamic context. |
  • Network accessline 13
    | Codex and ChatGPT skills: <https://learn.chatgpt.com/docs/build-skills> | How Codex loads skills from `.agents/skills`, explicit versus implicit invocation, and its description budget. |
  • Network accessline 14
    | Cursor rules: <https://cursor.com/docs/context/rules> | The `.mdc` rule format Smithy converts from: `alwaysApply`, `description` and `globs`. |
  • Network accessline 15
    | The `skills` CLI: <https://github.com/vercel-labs/skills> | `npx skills add`, the installer BMad uses, with its agent paths and options. |
  • Network accessline 16
    | Skills directory: <https://skills.sh/> | A directory of installable skills, useful for seeing what exists before building. |
  • Network accessline 17
    | Superpowers: <https://github.com/obra/superpowers> | A skills-based methodology whose writing-skills guidance informed some of BMad's rules. |

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-alpha/scripts/good.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-alpha/scripts/tests/test_good.py

  • Executable scriptline 1
    Executable file

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-delta/scripts/bad.py

  • Executable scriptline 1
    Executable file

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-delta/scripts/breaks.py

  • Executable scriptline 1
    Executable file

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-delta/scripts/old.py

  • Executable scriptline 1
    #!/usr/bin/env python3

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-delta/scripts/tests/test_old.py

  • Executable scriptline 1
    Executable file

src/lib/bmadRuntime/__tests__/goldens/helpers/seed/skills/bmad-delta/scripts/unclosed.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.

Some files could not be read; the facts below still hold.

Declared and executed: 2 facts
Signal confidence: 196 facts

and 146 more

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeNativeManifest claude-plugin/plugins/ade/.claude-plugin/plugin.json.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md claude-plugin/plugins/ade/skills/anti-slop/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md claude-plugin/plugins/ade/skills/anti-slop/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md claude-plugin/plugins/ade/skills/anti-slop/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md claude-plugin/plugins/ade/skills/anti-slop/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md claude-plugin/plugins/ade/skills/anti-slop/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.