agent-forge
Skill10 starsChanged 2 months agoMITView on GitHub
Design an agent only when a durable autonomy boundary is justified; compile it only when a Foundry runtime is available. Use for persistent decision rights, distinct memory, constrained tools, ownership transfer, or an ongoing schedule, channel, or API trigger.
7 other projects use a version of this.
Adopted by
Most recently taken up by
- AlekseiUL/openclaw-superagenttheir own version, first seen Nov 1, 2026
- AlekseiUL/agentforge-openclawtheir own version, first seen Oct 27, 2026
- lensetek/SkillForgetheir own version, first seen Sep 16, 2026
- frankxai/Starlight-Intelligence-Systemword for word, first seen Sep 6, 2026
- alainbrown/skillstheir own version, first seen May 28, 2026
- sinclarespeaking143/openclaw-superagenttheir own version, first seen Mar 24, 2026
Other versions7 projects use a version of this.
Word for word · 1
- frankxai/Starlight-Intelligence-System★ 10100% same
Edited · 0
None found.
Wrote their own version · 6
- AlekseiUL/agentforge-openclaw★ 44same name
- AlekseiUL/openclaw-superagent★ 41same name
- sinclarespeaking143/openclaw-superagent★ 4same name
- alainbrown/skills★ 1same name
- xyreinsurance119/agentforge-openclaw★ 1same name
- lensetek/SkillForge★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- site/AGENTS.mdAGENTS.md
- .claude/hooks/CLAUDE.mdCLAUDE.md
- CLAUDE.mdCLAUDE.md
- site/CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- .cursor/rules/editorial.mdcCursor rule
- .cursor/rules/starlight-agents.mdcCursor rule
- .cursor/rules/starlight-core.mdcCursor rule
- .cursor/rules/starlight-memory.mdcCursor rule
- .cursor/rules/starlight-voice.mdcCursor rule
- frank-brand-editorSkill
- agent-hygieneSkill
- estate-guardSkill
- SKILL.mdSkill
- crypto-intelligenceSkill
- skill-forgeSkill
- system-forgeSkill
- taste-engineSkill
- integration/ecosystem-syncSkill
- integration/repo-bridgeSkill
- integration/transmission-protocolSkill
- integration/universal-adapterSkill
- intelligence/decision-frameworkSkill
- intelligence/hermes-searchSkill
- intelligence/pattern-recognitionSkill
- intelligence/strategic-reasoningSkill
- intelligence/systems-thinkingSkill
- heartSkill
- storageSkill
- memory/capture-disciplineSkill
- memory/context-preservationSkill
- memory/insight-distillationSkill
- memory/knowledge-synthesisSkill
- memory/memory-consolidationSkill
- sis-memory-orchestratorSkill
- memory/vault-managementSkill
- agent-creatorSkill
- orchestration/context-engineeringSkill
- orchestration/gencreator-stackSkill
- orchestration/hermes-swarmSkill
- orchestration/multi-agent-coordinationSkill
- orchestration/parallel-executionSkill
- orchestration/workflow-designSkill
- workflow-skill-creatorSkill
- safety/mutation-approvalSkill
- safety/permission-gateSkill
- safety/private-public-splitSkill
- safety/secret-detectorSkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 1 is distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 22
If none applies, stop and route to $skill-forge.
- Very specific: line 45
Foundry runtime available: only when tools/foundry/cli.mjs and foundry/contracts/ exist in the current workspace, compile and prove:
- Very specific: line 55
Portable skills-only install: read references/portable-contracts.md, then author the Task Envelope and Agent Pack with those field names.
- Distinctive: line 58
If the boundary disappears during design, return a Skill Pack proposal instead of forcing agent creation.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Agent Forge
Outcome
Design the smallest justified persistent actor, or deliberately downgrade the request to a skill or temporary worker. Compile it only when a Foundry runtime is present.
Agent necessity gate
An agent must own at least one durable boundary:
- stable decision rights;
- a distinct memory scope;
- a constrained tool or permission boundary;
- genuine ownership transfer or handoff authority;
- an ongoing schedule, channel, or API trigger.
If none applies, stop and route to $skill-forge. A name, persona, or desire for “more intelligence” is not an agent boundary.
Procedure
- Build the Task Envelope.
- Record the objective, deliverables, stakes, autonomy, permissions, evidence policy, and termination tests.
- Prove necessity.
- Mark each necessity-gate field true or false.
- Explain the persistent boundary in operational language.
- Compare the proposed agent against a skill, deterministic tool, and temporary task worker.
- Define decision rights.
- State what the agent may decide, what it may recommend, and what requires operator approval.
- Exclude public release, financial commitment, destructive action, permission expansion, and substrate change unless explicitly authorized.
- Define memory and tools.
- Name readable and writable scopes separately.
- Choose turn, session, or durable retention.
- Allow only the minimum tools needed; list denied tools explicitly.
- Define handoffs and termination.
- Give every handoff a condition and target.
- Set success conditions, stop conditions, and a hard turn or round ceiling.
- Compose existing skills.
- Agents orchestrate capabilities; they do not duplicate skill procedures inside a persona prompt.
Select the execution mode.
- Foundry runtime available: only when
tools/foundry/cli.mjsandfoundry/contracts/exist in the current workspace, compile and prove:
node tools/foundry/cli.mjs forge \ --envelope <task-envelope.json> \ --pack <agent-pack.json> \ --out <package-directory> node tools/foundry/cli.mjs prove <package-directory>- Portable skills-only install: read
references/portable-contracts.md, then author the Task Envelope and Agent Pack with those field names. Mark compilation and proofpending-runtime; do not invent an Evidence Receipt. Provide the commands above as an optional handoff for a later SIS workspace run.
- Foundry runtime available: only when
- Refuse false persistence.
- If the boundary disappears during design, return a Skill Pack proposal instead of forcing agent creation.
Quality gates
- At least one durable boundary is true and explained.
- Decision rights do not exceed the Task Envelope autonomy.
- Tool and memory permissions are least-privilege.
- Handoffs do not form an unbounded loop.
- The agent has explicit success and stop conditions.
- Behavioral, security, and drift evidence are required before production autonomy.
Return
Return the necessity verdict, chosen topology, Agent Pack, execution mode, permissions requiring approval, and any downgrade recommendation. Include a compiled package path and Evidence Receipt only when they were actually produced.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
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- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

