Pi Agent
K-Dense-AI/scientific-agent-skills
Builds with and operates Pi, the minimal terminal coding harness.
Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script.
Install Agentforce Generate
$ npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SalesforceAIResearch/agentforce-adlc agentforce-generate --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/SalesforceAIResearch/agentforce-adlc.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agentforce-generate .claude/skills/agentforce-generate && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "agentforce-generate" agent skill from https://github.com/SalesforceAIResearch/agentforce-adlc/tree/main/skills/agentforce-generate into .claude/skills/agentforce-generate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentforce-generate", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/SalesforceAIResearch/agentforce-adlc/tree/main/skills/agentforce-generateType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SalesforceAIResearch/agentforce-adlc agentforce-generate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SalesforceAIResearch/agentforce-adlc.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agentforce-generate .agents/skills/agentforce-generate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agentforce-generate" agent skill from https://github.com/SalesforceAIResearch/agentforce-adlc/tree/main/skills/agentforce-generate into .agents/skills/agentforce-generate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentforce-generate", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SalesforceAIResearch/agentforce-adlc agentforce-generate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SalesforceAIResearch/agentforce-adlc.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agentforce-generate .cursor/skills/agentforce-generate && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "agentforce-generate" agent skill from https://github.com/SalesforceAIResearch/agentforce-adlc/tree/main/skills/agentforce-generate into .cursor/skills/agentforce-generate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentforce-generate", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/SalesforceAIResearch/agentforce-adlc.git --path skills/agentforce-generate--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SalesforceAIResearch/agentforce-adlc agentforce-generate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SalesforceAIResearch/agentforce-adlc.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agentforce-generate .gemini/skills/agentforce-generate && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "agentforce-generate" agent skill from https://github.com/SalesforceAIResearch/agentforce-adlc/tree/main/skills/agentforce-generate into .gemini/skills/agentforce-generate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentforce-generate", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install SalesforceAIResearch/agentforce-adlc agentforce-generateInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SalesforceAIResearch/agentforce-adlc.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agentforce-generate .github/skills/agentforce-generate && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "agentforce-generate" agent skill from https://github.com/SalesforceAIResearch/agentforce-adlc/tree/main/skills/agentforce-generate into .github/skills/agentforce-generate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentforce-generate", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SalesforceAIResearch/agentforce-adlc agentforce-generate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SalesforceAIResearch/agentforce-adlc.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agentforce-generate .opencode/skills/agentforce-generate && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "agentforce-generate" agent skill from https://github.com/SalesforceAIResearch/agentforce-adlc/tree/main/skills/agentforce-generate into .opencode/skills/agentforce-generate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentforce-generate", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
agentforce-generate- GitHub stars
- 114
- Used in
- 1 other repo
- Token cost
- ~7.4k tokens
- SKILL.md length
- 3,306 words
- Files
- 98 (incl. scripts, references, assets)
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script.
- Works in 12 steps: Always --json. ALWAYS include --json on… → Verify target org. Before any org… → Diagnose in proportion to the change.… → …
- Changes .agent files
- SKILL.md covers What This Skill Is For, How to Use This Skill, Rules That Always Apply and Task Domains, plus 5 more sections
- Calls sf and node
What it does
Agentforce Generate is an agent skill from SalesforceAIResearch/agentforce-adlc. Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script. TRIGGER when: user creates, reviews, or changes .agent files or aiAuthoringBundle metadata; asks to fix AgentScript, audit an existing agent, run an AgentScript health check, common-pitfall review, or baseline-versus-candidate repair loop; changes a response, action, subagent, route, state flow, or Agent Spec; previews, debugs, deploys, publishes, or tests agents; uses sf agent generate/preview/publish/test; or manages…
Its SKILL.md is about 7.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 99 other files, including scripts, reference files and assets (for example `README.md`, `assets/agent-spec-template.md` and `assets/agents/README.md`).
It sits in Agent Workflows, covering Prompt engineering, CRM management and MCP servers. It works with Salesforce and Model Context Protocol. The repository describes itself as: Agent Development Life Cycle — Build, deploy, test, and optimize Agentforce agents using Claude Code skills and Agent Script DSL.
When your agent uses it
- Changes .agent files
- AiAuthoringBundle metadata
- Asks to fix AgentScript
- Audit an existing agent
Example prompts
- “/agentforce-generate”
Workflow steps
12 steps, taken from the first numbered list in SKILL.md.
- Always --json. ALWAYS include --json on EVERY sf CLI command. Do NOT pipe CLI output through jq or 2>/dev/null. Read the full JSON…
- Verify target org. Before any org interaction, run sf config get target-org --json to confirm a target org is set. If none configured, ask…
- Diagnose in proportion to the change. For syntax or local static defects,
- Use a proportionate spec gate. Obtain explicit Agent Spec approval for
- Don't stall. After a step completes successfully, announce the
- Draft-first lifecycle. During normal authoring, stay in draft iteration
- Start with one execution block and no mutable state. A focused agent puts
- Use supported control flow. Use the canonical conditional forms and
- Action implementation is a user decision. During planning/spec work,
- Give each reachable branch one next outcome. Choose exactly one primary
- Use portable structural indentation. Generate new .agent files with
- Do not let prompt formatting impersonate control flow. Indentation,
What it can do on your machine
Read from SKILL.md and the folder at commit 09bf153. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
sfnode
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Agentforce Generate loads about 7.4k tokens when it runs, and up to ~176k if it reads all its reference files. Until then it costs about 203 tokens; SKILL.md has 3,306 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 3,306 words (~7,361 tokens).
“This skill is for developing Agentforce agents, primarily with Agent Script, Salesforce's scripting language for AI agents.”
- name
- agentforce-generate
- metadata.version
- 0.11
- metadata.domains
- Agentforce
- metadata.minApiVersion
- 66.0
- metadata.relatedSkills
- agentforce-observe, agentforce-test, automation-flow-generate, integration-connectivity-generate, platform-apex-generate, platform-metadata-deploy
Files
SKILL.md and 97 other files (scripts, references, assets) in skills/agentforce-generate of SalesforceAIResearch/agentforce-adlc.
- SKILL.md
- README.md
- assets/agent-spec-template.md
- assets/agents/README.md
- assets/agents/hello-world.agent
- assets/agents/knowledge-grounded.agent
- assets/agents/local-info-agent-annotated.agent
- assets/agents/order-service.agent
- assets/agents/production-faq.agent
- assets/agents/production-faq.bundle-meta.xml
- assets/agents/router-first.agent
- assets/agents/simple-qa.agent
- assets/agents/template-multi-subagent.agent
- assets/agents/template-single-subagent.agent
- assets/agents/verification-gate.agent
- assets/agents/voice-knowledge-grounded.agent
- assets/agents/voice-service-agent.agent
- assets/bundle-meta.xml
- assets/invocable-apex-template.cls
- … and 79 more
Open the folder on GitHubat commit 09bf153
Used in 1 other repository
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in SalesforceAIResearch/agentforce-adlc, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Agentforce Generate next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Agentforce Generate this skillSalesforceAIResearch/agentforce-adlc | 114 | 1 repos | ~7.4k | Automated safety check: Pass | Custom licence | |
| Pi AgentK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Platform Lsp Integrateforcedotcom/sf-skills | 1.1k | — | ~3.2k | Automated safety check: Notes | Apache-2.0 | |
| Claude Automation Recommenderanthropics/claude-plugins-official | 38k | 3 repos | ~2.7k | Automated safety check: Notes | Apache-2.0 | |
| CC Workflow Studio AI Editorbreaking-brake/cc-wf-studio | 5.4k | — | ~561 | Automated safety check: Pass | Custom licence | |
| Agent Deckasheshgoplani/agent-deck | 1k | — | ~1.7k | Automated safety check: Pass | MIT |
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- Official
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CC Workflow Studio AI Editor
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Workflow Schema Tuning
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Guides edits to cc-wf-studio's workflow schema so AI agents generate better workflows, treating schema text as prompt engineering rather than validation.
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Questions about Agentforce Generate
What does Agentforce Generate do?
Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script. Agentforce Generate is an agent skill from SalesforceAIResearch/agentforce-adlc. Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script.
When should I use Agentforce Generate?
Agentforce Generate fits situations like: changes .agent files; aiAuthoringBundle metadata; asks to fix AgentScript; audit an existing agent.
How do I install Agentforce Generate in Claude Code?
Run `npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a claude-code`. Or copy the skill folder (skills/agentforce-generate in SalesforceAIResearch/agentforce-adlc) into .claude/skills/agentforce-generate in your project. Claude Code loads it when a task matches its description.
How do I install Agentforce Generate in Codex?
Run `npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a codex`. Or copy the skill folder (skills/agentforce-generate in SalesforceAIResearch/agentforce-adlc) into .agents/skills/agentforce-generate in your project. Codex loads it when a task matches its description.
Can I use Agentforce Generate in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add SalesforceAIResearch/agentforce-adlc --skill agentforce-generate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agentforce-generate, .gemini/skills/agentforce-generate, .github/skills/agentforce-generate and .opencode/skills/agentforce-generate in your project.
What does Agentforce Generate need to run?
Going by SKILL.md and its folder, Agentforce Generate needs the command-line tools its instructions call (sf and node).
Does Agentforce Generate access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Agentforce Generate safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Agentforce Generate use?
Agentforce Generate has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Agentforce Generate use?
About 7.4k tokens (SKILL.md is roughly 29k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 169k tokens, read only when the agent opens those files.
What are the alternatives to Agentforce Generate?
Skills that share tags, products or a category with Agentforce Generate: Pi Agent (K-Dense-AI/scientific-agent-skills, 48k stars), Platform Lsp Integrate (forcedotcom/sf-skills, 1.1k stars), Claude Automation Recommender (anthropics/claude-plugins-official, 38k stars) and CC Workflow Studio AI Editor (breaking-brake/cc-wf-studio, 5.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agentforce Generate?
SalesforceAIResearch (a GitHub organization) maintains it in SalesforceAIResearch/agentforce-adlc, which has 114 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 12, 2026.
Source: SalesforceAIResearch/agentforce-adlc on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.