Compare commits

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11 Commits

Author SHA1 Message Date
dependabot[bot]
ac0e14de13
chore(deps): bump esbuild and tsx
Bumps [esbuild](https://github.com/evanw/esbuild) to 0.28.1 and updates ancestor dependency [tsx](https://github.com/privatenumber/tsx). These dependencies need to be updated together.


Updates `esbuild` from 0.27.3 to 0.28.1
- [Release notes](https://github.com/evanw/esbuild/releases)
- [Changelog](https://github.com/evanw/esbuild/blob/main/CHANGELOG.md)
- [Commits](https://github.com/evanw/esbuild/compare/v0.27.3...v0.28.1)

Updates `tsx` from 4.21.0 to 4.22.4
- [Release notes](https://github.com/privatenumber/tsx/releases)
- [Changelog](https://github.com/privatenumber/tsx/blob/master/release.config.cjs)
- [Commits](https://github.com/privatenumber/tsx/compare/v4.21.0...v4.22.4)

---
updated-dependencies:
- dependency-name: esbuild
  dependency-version: 0.28.1
  dependency-type: indirect
- dependency-name: tsx
  dependency-version: 4.22.4
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <support@github.com>
2026-06-26 15:26:20 +00:00
svc-idee-bot
ec7833c149 chore(release): 1.25.0 [skip ci] 2026-06-26 15:23:54 +00:00
GitHub Action
9fc07100ef feat: Release 8 new skills: commerce-b2b-open-code-components-replace, dx-org-manage, dx-org-permission-set-assign, platform-agentsetup-categories-fetch, platform-metadata-retrieve, platform-sharing-rules-generate, platform-tracing-agentforce-configure, platform-tracing-configure @W-23195013@ 2026-06-26 15:23:27 +00:00
svc-idee-bot
54639316f0 chore(release): 1.24.0 [skip ci] 2026-06-26 14:26:50 +00:00
GitHub Action
64a9fcb6ee feat: Rename datacloud skills to domain-first convention @W-23195294@ 2026-06-26 14:26:23 +00:00
svc-idee-bot
b8d0e38ef1 chore(release): 1.23.0 [skip ci] 2026-06-26 12:35:55 +00:00
GitHub Action
deaa3d0fed feat: Release Skills Renaming by domain first convention @W-23187998@ 2026-06-26 12:35:33 +00:00
svc-idee-bot
99a8ba3336 chore(release): 1.22.0 [skip ci] 2026-06-26 12:22:18 +00:00
GitHub Action
b40d286458 feat: Release Skills Renaming by domain first convention @W-23187998@ 2026-06-26 12:21:51 +00:00
Jasmine Kaur
a95d0d3f82
fix: allow nested YAML lists in metadata sub-keys (sync with internal) @W-23173617@ (#298)
fix: allow nested YAML lists in metadata sub-keys (sync with internal)

The validator incorrectly rejected skills with list-type fields (e.g.
cliTools) nested under metadata sub-keys. This syncs the
parseMetadataBlock() fix from sf-skills-internal that distinguishes
direct-child lists from nested ones.

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-06-25 20:33:56 +05:30
GitHub Action
19ee934c67 feat: Release 1 new skill: getting-metadata-api-context @W-23151783 2026-06-25 12:03:52 +00:00
1728 changed files with 69821 additions and 1905 deletions

View File

@ -1,3 +1,45 @@
# [1.25.0](https://github.com/forcedotcom/sf-skills/compare/1.24.0...1.25.0) (2026-06-26)
### Features
* Release 8 new skills: commerce-b2b-open-code-components-replace, dx-org-manage, dx-org-permission-set-assign, platform-agentsetup-categories-fetch, platform-metadata-retrieve, platform-sharing-rules-generate, platform-tracing-agentforce-configure, platform-tracing-configure @W-23195013@ ([9fc0710](https://github.com/forcedotcom/sf-skills/commit/9fc07100ef294649b504890128a2d53a0662f248))
# [1.24.0](https://github.com/forcedotcom/sf-skills/compare/1.23.0...1.24.0) (2026-06-26)
### Features
* Rename datacloud skills to domain-first convention @W-23195294@ ([64a9fcb](https://github.com/forcedotcom/sf-skills/commit/64a9fcb6ee12e64e242a88155d149906a43fc5c3))
# [1.23.0](https://github.com/forcedotcom/sf-skills/compare/1.22.0...1.23.0) (2026-06-26)
### Features
* Release Skills Renaming by domain first convention @W-23187998@ ([deaa3d0](https://github.com/forcedotcom/sf-skills/commit/deaa3d0fedc08c0ade00bba45d5a96384b4bcc20))
# [1.22.0](https://github.com/forcedotcom/sf-skills/compare/1.21.0...1.22.0) (2026-06-26)
### Bug Fixes
* allow nested YAML lists in metadata sub-keys (sync with internal) @W-23173617@ ([#298](https://github.com/forcedotcom/sf-skills/issues/298)) ([a95d0d3](https://github.com/forcedotcom/sf-skills/commit/a95d0d3f828b92eb332fdd5b8e4305b00e170937))
### Features
* Release 1 new skill: getting-metadata-api-context @W-23151783 ([19ee934](https://github.com/forcedotcom/sf-skills/commit/19ee934c6722273c99ff8c93fc157443192f0b1c))
* Release Skills Renaming by domain first convention @W-23187998@ ([b40d286](https://github.com/forcedotcom/sf-skills/commit/b40d286458452f10dec2b86d22d2448ad3060102))
# [1.21.0](https://github.com/forcedotcom/sf-skills/compare/1.20.0...1.21.0) (2026-06-24)

250
package-lock.json generated
View File

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"cpu": [
"x64"
],
@ -762,9 +762,9 @@
}
},
"node_modules/@esbuild/openharmony-arm64": {
"version": "0.27.3",
"resolved": "https://registry.npmjs.org/@esbuild/openharmony-arm64/-/openharmony-arm64-0.27.3.tgz",
"integrity": "sha512-NinAEgr/etERPTsZJ7aEZQvvg/A6IsZG/LgZy+81wON2huV7SrK3e63dU0XhyZP4RKGyTm7aOgmQk0bGp0fy2g==",
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"cpu": [
"arm64"
],
@ -779,9 +779,9 @@
}
},
"node_modules/@esbuild/sunos-x64": {
"version": "0.27.3",
"resolved": "https://registry.npmjs.org/@esbuild/sunos-x64/-/sunos-x64-0.27.3.tgz",
"integrity": "sha512-PanZ+nEz+eWoBJ8/f8HKxTTD172SKwdXebZ0ndd953gt1HRBbhMsaNqjTyYLGLPdoWHy4zLU7bDVJztF5f3BHA==",
"version": "0.28.1",
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"cpu": [
"x64"
],
@ -796,9 +796,9 @@
}
},
"node_modules/@esbuild/win32-arm64": {
"version": "0.27.3",
"resolved": "https://registry.npmjs.org/@esbuild/win32-arm64/-/win32-arm64-0.27.3.tgz",
"integrity": "sha512-B2t59lWWYrbRDw/tjiWOuzSsFh1Y/E95ofKz7rIVYSQkUYBjfSgf6oeYPNWHToFRr2zx52JKApIcAS/D5TUBnA==",
"version": "0.28.1",
"resolved": "https://registry.npmjs.org/@esbuild/win32-arm64/-/win32-arm64-0.28.1.tgz",
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"cpu": [
"arm64"
],
@ -813,9 +813,9 @@
}
},
"node_modules/@esbuild/win32-ia32": {
"version": "0.27.3",
"resolved": "https://registry.npmjs.org/@esbuild/win32-ia32/-/win32-ia32-0.27.3.tgz",
"integrity": "sha512-QLKSFeXNS8+tHW7tZpMtjlNb7HKau0QDpwm49u0vUp9y1WOF+PEzkU84y9GqYaAVW8aH8f3GcBck26jh54cX4Q==",
"version": "0.28.1",
"resolved": "https://registry.npmjs.org/@esbuild/win32-ia32/-/win32-ia32-0.28.1.tgz",
"integrity": "sha512-zvb/mB2bSCoJOpoCBgYKKpX6YM6mJBlBUVUtVj41DlZJVEB6/0CKlRYxP5wWl1C1ILiCoAU5wZZ4q1P3qeS6Eg==",
"cpu": [
"ia32"
],
@ -830,9 +830,9 @@
}
},
"node_modules/@esbuild/win32-x64": {
"version": "0.27.3",
"resolved": "https://registry.npmjs.org/@esbuild/win32-x64/-/win32-x64-0.27.3.tgz",
"integrity": "sha512-4uJGhsxuptu3OcpVAzli+/gWusVGwZZHTlS63hh++ehExkVT8SgiEf7/uC/PclrPPkLhZqGgCTjd0VWLo6xMqA==",
"version": "0.28.1",
"resolved": "https://registry.npmjs.org/@esbuild/win32-x64/-/win32-x64-0.28.1.tgz",
"integrity": "sha512-bm4Mowrv+GXMlpWX++EcXw/iLyd1o3+bJkC2DkWXYVvgZCqD/bSj9ctZeAMC3cIxgjRVR2Dufaiu4YPxr5gW1A==",
"cpu": [
"x64"
],
@ -1736,9 +1736,9 @@
}
},
"node_modules/esbuild": {
"version": "0.27.3",
"resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.27.3.tgz",
"integrity": "sha512-8VwMnyGCONIs6cWue2IdpHxHnAjzxnw2Zr7MkVxB2vjmQ2ivqGFb4LEG3SMnv0Gb2F/G/2yA8zUaiL1gywDCCg==",
"version": "0.28.1",
"resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.28.1.tgz",
"integrity": "sha512-HrJrvZv5ayxBzPfwphOoNzkzOIIlifzk0KJrGK2c8R4+LKpMtpYLQeUdjnwjWv/LZlkH2laZk+4w78pi99D4Vw==",
"dev": true,
"hasInstallScript": true,
"license": "MIT",
@ -1749,32 +1749,32 @@
"node": ">=18"
},
"optionalDependencies": {
"@esbuild/aix-ppc64": "0.27.3",
"@esbuild/android-arm": "0.27.3",
"@esbuild/android-arm64": "0.27.3",
"@esbuild/android-x64": "0.27.3",
"@esbuild/darwin-arm64": "0.27.3",
"@esbuild/darwin-x64": "0.27.3",
"@esbuild/freebsd-arm64": "0.27.3",
"@esbuild/freebsd-x64": "0.27.3",
"@esbuild/linux-arm": "0.27.3",
"@esbuild/linux-arm64": "0.27.3",
"@esbuild/linux-ia32": "0.27.3",
"@esbuild/linux-loong64": "0.27.3",
"@esbuild/linux-mips64el": "0.27.3",
"@esbuild/linux-ppc64": "0.27.3",
"@esbuild/linux-riscv64": "0.27.3",
"@esbuild/linux-s390x": "0.27.3",
"@esbuild/linux-x64": "0.27.3",
"@esbuild/netbsd-arm64": "0.27.3",
"@esbuild/netbsd-x64": "0.27.3",
"@esbuild/openbsd-arm64": "0.27.3",
"@esbuild/openbsd-x64": "0.27.3",
"@esbuild/openharmony-arm64": "0.27.3",
"@esbuild/sunos-x64": "0.27.3",
"@esbuild/win32-arm64": "0.27.3",
"@esbuild/win32-ia32": "0.27.3",
"@esbuild/win32-x64": "0.27.3"
"@esbuild/aix-ppc64": "0.28.1",
"@esbuild/android-arm": "0.28.1",
"@esbuild/android-arm64": "0.28.1",
"@esbuild/android-x64": "0.28.1",
"@esbuild/darwin-arm64": "0.28.1",
"@esbuild/darwin-x64": "0.28.1",
"@esbuild/freebsd-arm64": "0.28.1",
"@esbuild/freebsd-x64": "0.28.1",
"@esbuild/linux-arm": "0.28.1",
"@esbuild/linux-arm64": "0.28.1",
"@esbuild/linux-ia32": "0.28.1",
"@esbuild/linux-loong64": "0.28.1",
"@esbuild/linux-mips64el": "0.28.1",
"@esbuild/linux-ppc64": "0.28.1",
"@esbuild/linux-riscv64": "0.28.1",
"@esbuild/linux-s390x": "0.28.1",
"@esbuild/linux-x64": "0.28.1",
"@esbuild/netbsd-arm64": "0.28.1",
"@esbuild/netbsd-x64": "0.28.1",
"@esbuild/openbsd-arm64": "0.28.1",
"@esbuild/openbsd-x64": "0.28.1",
"@esbuild/openharmony-arm64": "0.28.1",
"@esbuild/sunos-x64": "0.28.1",
"@esbuild/win32-arm64": "0.28.1",
"@esbuild/win32-ia32": "0.28.1",
"@esbuild/win32-x64": "0.28.1"
}
},
"node_modules/event-target-shim": {
@ -2001,19 +2001,6 @@
"node": ">= 0.4"
}
},
"node_modules/get-tsconfig": {
"version": "4.13.6",
"resolved": "https://registry.npmjs.org/get-tsconfig/-/get-tsconfig-4.13.6.tgz",
"integrity": "sha512-shZT/QMiSHc/YBLxxOkMtgSid5HFoauqCE3/exfsEcwg1WkeqjG+V40yBbBrsD+jW2HDXcs28xOfcbm2jI8Ddw==",
"dev": true,
"license": "MIT",
"dependencies": {
"resolve-pkg-maps": "^1.0.0"
},
"funding": {
"url": "https://github.com/privatenumber/get-tsconfig?sponsor=1"
}
},
"node_modules/glob-to-regex.js": {
"version": "1.2.0",
"resolved": "https://registry.npmjs.org/glob-to-regex.js/-/glob-to-regex.js-1.2.0.tgz",
@ -2952,16 +2939,6 @@
"node": ">=0.10.0"
}
},
"node_modules/resolve-pkg-maps": {
"version": "1.0.0",
"resolved": "https://registry.npmjs.org/resolve-pkg-maps/-/resolve-pkg-maps-1.0.0.tgz",
"integrity": "sha512-seS2Tj26TBVOC2NIc2rOe2y2ZO7efxITtLZcGSOnHHNOQ7CkiUBfw0Iw2ck6xkIhPwLhKNLS8BO+hEpngQlqzw==",
"dev": true,
"license": "MIT",
"funding": {
"url": "https://github.com/privatenumber/resolve-pkg-maps?sponsor=1"
}
},
"node_modules/retry": {
"version": "0.12.0",
"resolved": "https://registry.npmjs.org/retry/-/retry-0.12.0.tgz",
@ -3264,14 +3241,13 @@
"license": "0BSD"
},
"node_modules/tsx": {
"version": "4.21.0",
"resolved": "https://registry.npmjs.org/tsx/-/tsx-4.21.0.tgz",
"integrity": "sha512-5C1sg4USs1lfG0GFb2RLXsdpXqBSEhAaA/0kPL01wxzpMqLILNxIxIOKiILz+cdg/pLnOUxFYOR5yhHU666wbw==",
"version": "4.22.4",
"resolved": "https://registry.npmjs.org/tsx/-/tsx-4.22.4.tgz",
"integrity": "sha512-X8EX+XV4QR5xCsrgxaED954zTDfY8KqlDtskKEL0cHhyS/P8b4IFOvGDQpsC9Q1XnLq915wEfwwY/zzskCtmhg==",
"dev": true,
"license": "MIT",
"dependencies": {
"esbuild": "~0.27.0",
"get-tsconfig": "^4.7.5"
"esbuild": "~0.28.0"
},
"bin": {
"tsx": "dist/cli.mjs"

View File

@ -1,6 +1,6 @@
{
"name": "@salesforce/afv-skills",
"version": "1.21.0",
"version": "1.25.0",
"description": "Salesforce skills for Agentforce Vibes",
"license": "CC-BY-NC-4.0",
"files": [

View File

@ -420,7 +420,8 @@ Wrap values that contain \`: \` (colon + space), such as long descriptions with
/**
* Extracts nested key-value pairs from the `metadata:` block in raw frontmatter.
* Returns `null` if no metadata block, `"scalar"` if metadata has an inline value,
* `"list"` if it contains YAML list items, or a `Record` of sub-keys.
* `"list"` if direct children are YAML list items, or a `Record` of sub-keys.
* Nested lists under sub-keys (e.g. cliTools: [{tool:"sf"}]) are allowed.
*/
function parseMetadataBlock(rawFrontmatter: string): Record<string, string> | "scalar" | "list" | null {
const lines = rawFrontmatter.split(/\r?\n/)
@ -431,12 +432,16 @@ function parseMetadataBlock(rawFrontmatter: string): Record<string, string> | "s
const inlineValue = metaLine.slice(metaLine.indexOf(":") + 1).trim()
if (inlineValue && !inlineValue.startsWith("#")) return "scalar"
let directIndent: number | null = null
const result: Record<string, string> = {}
for (let i = metaIdx + 1; i < lines.length; i++) {
const line = lines[i]
if (!line.startsWith(" ") && !line.startsWith("\t")) break
const indent = line.length - line.trimStart().length
if (directIndent === null) directIndent = indent
const trimmed = line.trim()
if (trimmed.startsWith("- ")) return "list"
if (indent === directIndent && trimmed.startsWith("- ")) return "list"
if (indent !== directIndent) continue
const colonIdx = trimmed.indexOf(":")
if (colonIdx === -1) continue
const key = trimmed.slice(0, colonIdx).trim()

View File

@ -1,5 +0,0 @@
# Credits & Acknowledgments
This skill is part of the `*-datacloud` family. Shared attribution, upstream source mapping, and maintenance notes live in:
- [../orchestrating-datacloud/CREDITS.md](../orchestrating-datacloud/CREDITS.md)
- [../orchestrating-datacloud/UPSTREAM.md](../orchestrating-datacloud/UPSTREAM.md)

View File

@ -1,10 +1,10 @@
# investigating-agentforce-architecture
# agentforce-architecture-analyze
Declared architecture snapshot for a single Agentforce agent: planner + topics + actions + flows + Apex + prompts + NGA plugins. Reads design-time metadata only (`BotDefinition` + `GenAi*` Tooling objects + Metadata API retrieve) — no runtime audit data.
Input: an `agent_api_name` (the `BotDefinition.DeveloperName`) and an org alias. Optional `agent_version_api_name` to pin a version; otherwise the active `BotVersion` resolves.
Output: two files under `~/.vibe/data/investigating-agentforce-architecture/<org_id15>/<agent>__<version>/` — a normalized `<agent>_<ver>_metadata_tree.json` and a human-readable `<agent>_<ver>_architecture.md`. Override with `--data-dir <path>` (other runtimes pass this to land artifacts under their own distribution layout).
Output: two files under `~/.vibe/data/agentforce-architecture-analyze/<org_id15>/<agent>__<version>/` — a normalized `<agent>_<ver>_metadata_tree.json` and a human-readable `<agent>_<ver>_architecture.md`. Override with `--data-dir <path>` (other runtimes pass this to land artifacts under their own distribution layout).
---
@ -45,7 +45,7 @@ See `SKILL.md` for the full flag table and sample prompts.
## Directory layout
```
investigating-agentforce-architecture/
agentforce-architecture-analyze/
├── SKILL.md Skill contract (inputs, outputs, pipeline, invariants)
├── README.md This file
├── assets/

View File

@ -1,11 +1,11 @@
---
name: investigating-agentforce-architecture
description: "Declared architecture snapshot for one Agentforce agent: planner, topics, actions, flows, Apex, prompt templates, and NGA plugins. Renders a human-readable architecture document and Mermaid invocation graph from design-time metadata (not runtime audit rows). TRIGGER when user asks to describe, diagram, inventory, audit, document, or diff (e.g. v3 vs v5) the architecture / action tree / topic structure / tool inventory of a specific agent by agent API name in a specific org. DO NOT TRIGGER for runtime session traces, conversation transcripts, generation timings, or gateway audit chains — this skill reads design-time metadata only (use investigating-agentforce-d360 for session traces)."
name: agentforce-architecture-analyze
description: "Declared architecture snapshot for one Agentforce agent: planner, topics, actions, flows, Apex, prompt templates, and NGA plugins. Renders a human-readable architecture document and Mermaid invocation graph from design-time metadata (not runtime audit rows). TRIGGER when user asks to describe, diagram, inventory, audit, document, or diff (e.g. v3 vs v5) the architecture / action tree / topic structure / tool inventory of a specific agent by agent API name in a specific org. DO NOT TRIGGER for runtime session traces, conversation transcripts, generation timings, or gateway audit chains — this skill reads design-time metadata only (use agentforce-d360-analyze for session traces)."
metadata:
version: "1.0"
---
# investigating-agentforce-architecture — declared architecture snapshot
# agentforce-architecture-analyze — declared architecture snapshot
Design-time metadata tree for one Agentforce agent: planner → topics → actions → flows → Apex → prompts → NGA plugins. Reads declared metadata only — `BotDefinition`, `GenAiPlanner*`, `GenAiPlugin*`, `GenAiFunction*`, `Flow`, `ApexClass`, `GenAiPromptTemplate`. Does **not** read runtime audit rows.
@ -28,7 +28,7 @@ When invoked with no `agent_api_name` AND no org alias, print the following bloc
> - **`--force`** — ignore cached tree; re-fetch everything.
> - **`--reprobe`** — re-run the 7-day channel-probe cache (only needed after a Salesforce release).
>
> I'll run the metadata pipeline inline. Artifacts land under `~/.vibe/data/investigating-agentforce-architecture/<org_id15>/<agent_api_name>__<agent_version>/` (overridable with `--data-dir`).
> I'll run the metadata pipeline inline. Artifacts land under `~/.vibe/data/agentforce-architecture-analyze/<org_id15>/<agent_api_name>__<agent_version>/` (overridable with `--data-dir`).
## Pipeline invocation
@ -44,7 +44,7 @@ set -euo pipefail
# matching the bash shebang's expectation. No-op under bash.
[ -n "${ZSH_VERSION:-}" ] && setopt KSH_ARRAYS
SKILL_ROOT="${SKILL_ROOT:-${PLUGIN_ROOT:-$HOME/.vibe/skills}/investigating-agentforce-architecture}"
SKILL_ROOT="${SKILL_ROOT:-${PLUGIN_ROOT:-$HOME/.vibe/skills}/agentforce-architecture-analyze}"
# Argument parser. Accepts both `--org foo` and `--org=foo`.
# `$ARGUMENTS` is the raw user input Claude Code substitutes.
@ -100,7 +100,7 @@ fi
# Fresh work dir per invocation. Epoch + random suffix avoids collisions
# between concurrent runs on the same host.
WORK_DIR="/tmp/investigating-agentforce-architecture-$(date +%s)-$RANDOM"
WORK_DIR="/tmp/agentforce-architecture-analyze-$(date +%s)-$RANDOM"
mkdir -p "$WORK_DIR"
# Input validation at the boundary, BEFORE any python3 call.
@ -150,12 +150,12 @@ exit "$_rc"
| `reprobe` | `--reprobe` | no | false (honor 7-day channel-probe cache) |
| `parallelism` | `--parallelism` | no | 5 |
| `max_mermaid_nodes` | `--max-mermaid-nodes` | no | 80 |
| `data_dir` | `--data-dir` | no | `~/.vibe/data/investigating-agentforce-architecture` |
| `cache_dir` | `--cache-dir` | no | `~/.vibe/cache/investigating-agentforce-architecture` |
| `data_dir` | `--data-dir` | no | `~/.vibe/data/agentforce-architecture-analyze` |
| `cache_dir` | `--cache-dir` | no | `~/.vibe/cache/agentforce-architecture-analyze` |
## Outputs
All artifacts under `~/.vibe/data/investigating-agentforce-architecture/<org_id15>/<agent_api_name>__<agent_version>/` (default; override with `--data-dir <path>`):
All artifacts under `~/.vibe/data/agentforce-architecture-analyze/<org_id15>/<agent_api_name>__<agent_version>/` (default; override with `--data-dir <path>`):
```
<agent>_<ver>_metadata_tree.json primary artifact — normalized planner/topic/action/flow/apex/prompt/plugin tree

View File

@ -9,7 +9,7 @@ end of phase 9.
**Source of truth: the live tree** — field shapes evolve as parse_wave
learns new agent generations. When this doc disagrees with the
`metadata_tree.json` written by `parse_wave.py` for an actual agent on
your machine (under `~/.vibe/data/investigating-agentforce-architecture/<org>/<agent>__<ver>/`),
your machine (under `~/.vibe/data/agentforce-architecture-analyze/<org>/<agent>__<ver>/`),
trust the live tree.
The Mermaid templates live at `assets/mermaid/*.mmd` and are the sole

View File

@ -1,4 +1,4 @@
# investigating-agentforce-d360
# agentforce-d360-analyze
Data Cloud 360° view of a single Agentforce session. Pulls 24 STDM + GenAI DMOs from Salesforce Data Cloud, assembles a hierarchical session tree (Interaction → Step → Generation → GatewayRequest), and renders a human-readable markdown summary.
@ -6,7 +6,7 @@ This skill is **DC-only** — it reads runtime audit data that Salesforce Data C
Input: an Agent Session UUID (`019d…`) **or** a MessagingSession id (`0Mw…`, 15/18 chars), and an `sf` CLI org alias.
Output: per-DMO JSON artifacts plus three derived files under `~/.vibe/data/investigating-agentforce-d360/<org_id15>/<agent>__<version>/<session_id>/` (default; override per-script with `--data-dir <path>`):
Output: per-DMO JSON artifacts plus three derived files under `~/.vibe/data/agentforce-d360-analyze/<org_id15>/<agent>__<version>/<session_id>/` (default; override per-script with `--data-dir <path>`):
- `dc.<name>.json` — 24 raw DMO results (one per query in the waterfall)
- `dc._session_manifest.json` — per-DMO row counts, classified `session_shape`, and empty-by-design reasons
@ -81,14 +81,14 @@ DC alone tells you **what happened** — every step, every LLM call, every gatew
If the user's question is about *why a particular topic or action was or wasn't used*, DC-only is almost never sufficient. See "DC-only blind spot" in `SKILL.md`.
For design-time architecture questions (topic/action tree, flow inventory, Apex classes, prompt templates), use the sibling skill `investigating-agentforce-architecture` instead.
For design-time architecture questions (topic/action tree, flow inventory, Apex classes, prompt templates), use the sibling skill `agentforce-architecture-analyze` instead.
---
## Layout
```
investigating-agentforce-d360/
agentforce-d360-analyze/
├── SKILL.md ← runtime-parsed entry point (TRIGGER / DO NOT TRIGGER, flags, prompts)
├── README.md ← this file
├── scripts/

View File

@ -1,11 +1,11 @@
---
name: investigating-agentforce-d360
description: "Data Cloud 360° view of a single Agentforce session. TRIGGER when user asks to trace, inspect, summarize, or describe a specific Agentforce session by session id (Agent Session UUID `019d…` or MessagingSession id `0Mw…`). Also triggers on session discovery — find/list/search sessions by time, agent, channel, outcome, or conversation text — when the user has no session id yet. DO NOT TRIGGER for design-time architecture questions (use investigating-agentforce-architecture instead) or for runtime perf/latency/SLO questions that require platform telemetry beyond Data Cloud."
name: agentforce-d360-analyze
description: "Data Cloud 360° view of a single Agentforce session. TRIGGER when user asks to trace, inspect, summarize, or describe a specific Agentforce session by session id (Agent Session UUID `019d…` or MessagingSession id `0Mw…`). Also triggers on session discovery — find/list/search sessions by time, agent, channel, outcome, or conversation text — when the user has no session id yet. DO NOT TRIGGER for design-time architecture questions (use agentforce-architecture-analyze instead) or for runtime perf/latency/SLO questions that require platform telemetry beyond Data Cloud."
metadata:
version: "1.0"
---
# investigating-agentforce-d360 — Data Cloud 360° session view
# agentforce-d360-analyze — Data Cloud 360° session view
Hierarchical session reconstruction from Data Cloud STDM + GenAI DMOs for one Agentforce session. Three stages — fetch → assemble → render. Typical wall-clock: ~1030s for a ~15-turn session.
@ -22,7 +22,7 @@ When invoked with no session id AND no discovery criteria, print this block **ve
> - **No session id?** — Tell me what you remember and I'll find it: how recent (e.g. "last 2 hours", "today", a date), which agent, which channel (Messaging / Builder / Voice), how it ended (escalated, user ended, transferred, timed out), or a phrase from the conversation. I'll show matching sessions as a numbered list — you pick one, I pull it.
> - **Org alias** — for `sf` CLI auth (the alias you configured with `sf org login`).
>
> Artifacts land in `~/.vibe/data/investigating-agentforce-d360/<org_id15>/<agent>__<ver>/<session_id>/` (override per-script with `--data-dir <path>`).
> Artifacts land in `~/.vibe/data/agentforce-d360-analyze/<org_id15>/<agent>__<ver>/<session_id>/` (override per-script with `--data-dir <path>`).
## Session id forms — UUID or MessagingSession id
@ -35,7 +35,7 @@ Both forms are accepted on `--session`:
**Multi-match is real.** One MessagingSession id can map to multiple Agent Session UUIDs. On multi-match the resolver prints every candidate and exits non-zero; the user re-invokes with a specific UUID.
Artifacts always land under `~/.vibe/data/investigating-agentforce-d360/<org_id15>/<agent>__<ver>/<session_id>/` (default; overridable per-script with `--data-dir <path>`) — the messaging id is a lookup key only, never a directory name. The dominant agent (first in `sorted(agents_observed)`) names the `<agent>__<ver>/` segment.
Artifacts always land under `~/.vibe/data/agentforce-d360-analyze/<org_id15>/<agent>__<ver>/<session_id>/` (default; overridable per-script with `--data-dir <path>`) — the messaging id is a lookup key only, never a directory name. The dominant agent (first in `sorted(agents_observed)`) names the `<agent>__<ver>/` segment.
## Resolving the script prefix
@ -45,7 +45,7 @@ repo into a custom path), set `PLUGIN_ROOT` to point at the runtime's skills
directory.
```bash
prefix="${SKILL_ROOT:-${PLUGIN_ROOT:-$HOME/.vibe/skills}/investigating-agentforce-d360}/scripts"
prefix="${SKILL_ROOT:-${PLUGIN_ROOT:-$HOME/.vibe/skills}/agentforce-d360-analyze}/scripts"
```
Every subsequent invocation in this doc uses `"$prefix/..."`.
@ -78,11 +78,11 @@ Each stage is independently runnable. `fetch_dc.py --session <sid> --org <alias>
python3 "$prefix/fetch_dc.py" --session <session-id-or-messaging-id> --org <alias>
```
Flags: `--verbose` for per-DMO row counts; `--no-assemble` / `--no-render` to stop early. All entry scripts (`fetch_dc.py`, `assemble_dc.py`, `render_dc.py`, `resolve_session.py`, `discover_sessions.py`) accept `--data-dir <path>` and `--cache-dir <path>` to override the default `~/.vibe/{data,cache}/investigating-agentforce-d360/` roots — pass these when the host runtime needs artifacts under a different distribution layout.
Flags: `--verbose` for per-DMO row counts; `--no-assemble` / `--no-render` to stop early. All entry scripts (`fetch_dc.py`, `assemble_dc.py`, `render_dc.py`, `resolve_session.py`, `discover_sessions.py`) accept `--data-dir <path>` and `--cache-dir <path>` to override the default `~/.vibe/{data,cache}/agentforce-d360-analyze/` roots — pass these when the host runtime needs artifacts under a different distribution layout.
### Output artifacts
Everything lands under `~/.vibe/data/investigating-agentforce-d360/<org_id15>/<agent>__<ver>/<session_id>/` (default; override with `--data-dir <path>`):
Everything lands under `~/.vibe/data/agentforce-d360-analyze/<org_id15>/<agent>__<ver>/<session_id>/` (default; override with `--data-dir <path>`):
```
dc.sessions.json dc.steps.json dc.gateway_requests.json

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