docs: fix 30 documentation inaccuracies found by source code audit#697

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aidandaly24 merged 11 commits into from
Apr 9, 2026
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docs: fix 30 documentation inaccuracies found by source code audit #697

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c920140
docs: fix 30 documentation inaccuracies found by source code audit
aidandaly24 Mar 27, 2026
1e0bcd9
style: run prettier on documentation files
aidandaly24 Mar 27, 2026
c44da54
test: update asset snapshots for edited README.md and AGENTS.md
aidandaly24 Mar 27, 2026
f6c04de
ci: trigger build workflow
aidandaly24 Mar 27, 2026
89ac395
docs: update docs for upstream schema refactor and naming unification
aidandaly24 Mar 27, 2026
f8f8286
docs: fix stale agents reference in gateway example
aidandaly24 Mar 27, 2026
69c1052
docs: rename --agent flags to --runtime and remove stale type fields
aidandaly24 Mar 27, 2026
b5f140d
docs: add missing flags and fix --lines → --limit
aidandaly24 Mar 28, 2026
daf42dd
docs: fix stale gateway flags and add missing CLI flags
aidandaly24 Mar 28, 2026
1b45abb
docs: fix --exception-level valid values to NONE/DEBUG
aidandaly24 Mar 28, 2026
dedd8af
docs: fix stale fields and add flags from upstream v0.5–v0.7
aidandaly24 Apr 8, 2026
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16 changes: 8 additions & 8 deletions AGENTS.md
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -31,10 +31,10 @@ These options are available on all commands:
## CLI Commands

- `create` - Create new AgentCore project
- `add` - Add resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
- `add` - Add resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine,
policy)
- `remove` - Remove resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
policy, all)
- `remove` - Remove resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target,
policy-engine, policy, all)
- `deploy` - Deploy infrastructure to AWS
- `status` - Check deployment status
- `dev` - Local development server (CodeZip: uvicorn with hot-reload; Container: Docker build + run with volume mount)
Expand DownExpand Up@@ -68,10 +68,10 @@ These options are available on all commands:

## Primitives Architecture

All resource types (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine, policy) are
modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle for
their resource type. Resources support config-driven tagging via `agentcore.json` and `mcp.json`, with tags flowing
through to deployed CloudFormation resources.
All resource types (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine, policy)
are modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle
for their resource type. Resources support config-driven tagging via `agentcore.json`, with tags flowing through to
deployed CloudFormation resources.

Each primitive extends `BasePrimitive` and implements: `add()`, `remove()`, `previewRemove()`, `getRemovable()`,
`registerCommands()`, and `addScreen()`.
Expand All@@ -80,7 +80,7 @@ Current primitives:

- `AgentPrimitive` — agent creation (template + BYO), removal, credential resolution
- `MemoryPrimitive` — memory creation with strategies, removal
- `CredentialPrimitive` — credential/identity creation, .env management, removal
- `CredentialPrimitive` — credential creation, .env management, removal
- `EvaluatorPrimitive` — custom evaluator creation/removal with cross-reference validation
- `OnlineEvalConfigPrimitive` — online eval config creation/removal
- `GatewayPrimitive` — gateway creation/removal
Expand Down
44 changes: 32 additions & 12 deletions README.md
View file
Open in desktop
Original file line numberDiff line numberDiff line change
Expand Up@@ -60,17 +60,18 @@ agentcore invoke
| ------------------- | ----------------------------- |
| Strands Agents | AWS-native, streaming support |
| LangChain/LangGraph | Graph-based workflows |
| CrewAI | Multi-agent orchestration |
| Google ADK | Gemini models only |
| OpenAI Agents | OpenAI models only |

## Supported Model Providers

| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | ----------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | claude-sonnet-4-5-20250929-v1 |
| Anthropic | Yes | claude-sonnet-4-5-20250929 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4o |
| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | -------------------------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | us.anthropic.claude-sonnet-4-5-20250514-v1:0 |
| Anthropic | Yes | claude-sonnet-4-5-20250514 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4.1 |

## Commands

Expand All@@ -85,13 +86,22 @@ agentcore invoke

### Resource Management

| Command | Description |
| -------- | ------------------------------------------------- |
| `add` | Add agents, memory, identity, evaluators, targets |
| `remove` | Remove resources from project |
| Command | Description |
| -------- | ---------------------------------------------------- |
| `add` | Add agents, memory, credentials, evaluators, targets |
| `remove` | Remove resources from project |

> **Note**: Run `agentcore deploy` after `add` or `remove` to update resources in AWS.

### Observability

| Command | Description |
| ------------- | --------------------------------------- |
| `logs` | Stream or search agent runtime logs |
| `traces list` | List recent traces for a deployed agent |
| `traces get` | Download a trace to a JSON file |
| `status` | Show deployed resource details |

### Evaluations

| Command | Description |
Expand All@@ -102,6 +112,16 @@ agentcore invoke
| `evals history` | View past eval run results |
| `pause online-eval` | Pause a deployed online eval config |
| `resume online-eval` | Resume a paused online eval config |
| `logs evals` | Stream or search online eval logs |

### Utilities

| Command | Description |
| -------------- | ----------------------------------------- |
| `validate` | Validate configuration files |
| `package` | Package agent artifacts without deploying |
| `fetch access` | Fetch access info for deployed resources |
| `update` | Check for and install CLI updates |

## Project Structure

Expand DownExpand Up@@ -129,15 +149,15 @@ my-project/

Projects use JSON schema files in the `agentcore/` directory:

- `agentcore.json` - Agent specifications, memory, identity, evaluators, online evals
- `agentcore.json` - Agent specifications, memory, credentials, evaluators, online evals
- `deployed-state.json` - Runtime state in agentcore/.cli/ (auto-managed)
- `aws-targets.json` - Deployment targets (account, region)

## Capabilities

- **Runtime** - Managed execution environment for deployed agents
- **Memory** - Semantic, summarization, and user preference strategies
- **Identity** - Secure API key management via Secrets Manager
- **Credentials** - Secure API key management via Secrets Manager
- **Evaluations** - LLM-as-a-Judge for on-demand and continuous agent quality monitoring

## Documentation
Expand Down
Loading
Loading
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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docs: fix 30 documentation inaccuracies found by source code audit#697

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 Merged

aidandaly24
merged 11 commits into

from

Apr 9, 2026
 Merged


docs: fix 30 documentation inaccuracies found by source code audit
#697
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c920140

docs: fix 30 documentation inaccuracies found by source code audit


aidandaly24 Mar 27, 2026
1e0bcd9

style: run prettier on documentation files


aidandaly24 Mar 27, 2026
c44da54

test: update asset snapshots for edited README.md and AGENTS.md


aidandaly24 Mar 27, 2026
f6c04de

ci: trigger build workflow


aidandaly24 Mar 27, 2026
89ac395

docs: update docs for upstream schema refactor and naming unification


aidandaly24 Mar 27, 2026
f8f8286

docs: fix stale agents reference in gateway example


aidandaly24 Mar 27, 2026
69c1052

docs: rename --agent flags to --runtime and remove stale type fields


aidandaly24 Mar 27, 2026
b5f140d

docs: add missing flags and fix --lines → --limit


aidandaly24 Mar 28, 2026
daf42dd

docs: fix stale gateway flags and add missing CLI flags


aidandaly24 Mar 28, 2026
1b45abb

docs: fix --exception-level valid values to NONE/DEBUG


aidandaly24 Mar 28, 2026
dedd8af

docs: fix stale fields and add flags from upstream v0.5–v0.7


aidandaly24 Apr 8, 2026

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16 changes: 8 additions & 8 deletions
AGENTS.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,10 +31,10 @@ These options are available on all commands:
## CLI Commands

- `create` - Create new AgentCore project
- `add` - Add resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
- `add` - Add resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy)
- `remove` - Remove resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy, all)
- `remove` - Remove resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target,
 policy-engine, policy, all)
- `deploy` - Deploy infrastructure to AWS
- `status` - Check deployment status
- `dev` - Local development server (CodeZip: uvicorn with hot-reload; Container: Docker build + run with volume mount)
Expand DownExpand Up@@ -68,10 +68,10 @@ These options are available on all commands:

## Primitives Architecture

All resource types (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine, policy) are
modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle for
their resource type. Resources support config-driven tagging via `agentcore.json` and `mcp.json`, with tags flowing
through to deployed CloudFormation resources.
All resource types (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine, policy)
are modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle
for their resource type. Resources support config-driven tagging via `agentcore.json`, with tags flowing through to
deployed CloudFormation resources.

Each primitive extends `BasePrimitive` and implements: `add()`, `remove()`, `previewRemove()`, `getRemovable()`,
`registerCommands()`, and `addScreen()`.
Expand All@@ -80,7 +80,7 @@ Current primitives:

- `AgentPrimitive` — agent creation (template + BYO), removal, credential resolution
- `MemoryPrimitive` — memory creation with strategies, removal
- `CredentialPrimitive` — credential/identity creation, .env management, removal
- `CredentialPrimitive` — credential creation, .env management, removal
- `EvaluatorPrimitive` — custom evaluator creation/removal with cross-reference validation
- `OnlineEvalConfigPrimitive` — online eval config creation/removal
- `GatewayPrimitive` — gateway creation/removal
Expand Down

44 changes: 32 additions & 12 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -60,17 +60,18 @@ agentcore invoke
| ------------------- | ----------------------------- |
| Strands Agents | AWS-native, streaming support |
| LangChain/LangGraph | Graph-based workflows |
| CrewAI | Multi-agent orchestration |
| Google ADK | Gemini models only |
| OpenAI Agents | OpenAI models only |

## Supported Model Providers

| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | ----------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | claude-sonnet-4-5-20250929-v1 |
| Anthropic | Yes | claude-sonnet-4-5-20250929 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4o |
| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | -------------------------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | us.anthropic.claude-sonnet-4-5-20250514-v1:0 |
| Anthropic | Yes | claude-sonnet-4-5-20250514  |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4.1  |

## Commands

Expand All@@ -85,13 +86,22 @@ agentcore invoke

### Resource Management

| Command | Description |
| -------- | ------------------------------------------------- |
| `add` | Add agents, memory, identity, evaluators, targets |
| `remove` | Remove resources from project |
| Command | Description |
| -------- | ---------------------------------------------------- |
| `add` | Add agents, memory, credentials, evaluators, targets |
| `remove` | Remove resources from project |

> **Note**: Run `agentcore deploy` after `add` or `remove` to update resources in AWS.

### Observability

| Command | Description |
| ------------- | --------------------------------------- |
| `logs` | Stream or search agent runtime logs |
| `traces list` | List recent traces for a deployed agent |
| `traces get` | Download a trace to a JSON file |
| `status` | Show deployed resource details |

### Evaluations

| Command | Description |
Expand All@@ -102,6 +112,16 @@ agentcore invoke
| `evals history` | View past eval run results |
| `pause online-eval` | Pause a deployed online eval config |
| `resume online-eval` | Resume a paused online eval config |
| `logs evals` | Stream or search online eval logs |

### Utilities

| Command | Description |
| -------------- | ----------------------------------------- |
| `validate` | Validate configuration files |
| `package` | Package agent artifacts without deploying |
| `fetch access` | Fetch access info for deployed resources |
| `update` | Check for and install CLI updates |

## Project Structure

Expand DownExpand Up@@ -129,15 +149,15 @@ my-project/

Projects use JSON schema files in the `agentcore/` directory:

- `agentcore.json` - Agent specifications, memory, identity, evaluators, online evals
- `agentcore.json` - Agent specifications, memory, credentials, evaluators, online evals
- `deployed-state.json` - Runtime state in agentcore/.cli/ (auto-managed)
- `aws-targets.json` - Deployment targets (account, region)

## Capabilities

- **Runtime** - Managed execution environment for deployed agents
- **Memory** - Semantic, summarization, and user preference strategies
- **Identity** - Secure API key management via Secrets Manager
- **Credentials** - Secure API key management via Secrets Manager
- **Evaluations** - LLM-as-a-Judge for on-demand and continuous agent quality monitoring

## Documentation
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: fix 30 documentation inaccuracies found by source code audit#697

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 Merged

aidandaly24
merged 11 commits into

from

Apr 9, 2026
 Merged


docs: fix 30 documentation inaccuracies found by source code audit
#697
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c920140

docs: fix 30 documentation inaccuracies found by source code audit


aidandaly24 Mar 27, 2026
1e0bcd9

style: run prettier on documentation files


aidandaly24 Mar 27, 2026
c44da54

test: update asset snapshots for edited README.md and AGENTS.md


aidandaly24 Mar 27, 2026
f6c04de

ci: trigger build workflow


aidandaly24 Mar 27, 2026
89ac395

docs: update docs for upstream schema refactor and naming unification


aidandaly24 Mar 27, 2026
f8f8286

docs: fix stale agents reference in gateway example


aidandaly24 Mar 27, 2026
69c1052

docs: rename --agent flags to --runtime and remove stale type fields


aidandaly24 Mar 27, 2026
b5f140d

docs: add missing flags and fix --lines → --limit


aidandaly24 Mar 28, 2026
daf42dd

docs: fix stale gateway flags and add missing CLI flags


aidandaly24 Mar 28, 2026
1b45abb

docs: fix --exception-level valid values to NONE/DEBUG


aidandaly24 Mar 28, 2026
dedd8af

docs: fix stale fields and add flags from upstream v0.5–v0.7


aidandaly24 Apr 8, 2026

File filter

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16 changes: 8 additions & 8 deletions
AGENTS.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,10 +31,10 @@ These options are available on all commands:
## CLI Commands

- `create` - Create new AgentCore project
- `add` - Add resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
- `add` - Add resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy)
- `remove` - Remove resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy, all)
- `remove` - Remove resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target,
 policy-engine, policy, all)
- `deploy` - Deploy infrastructure to AWS
- `status` - Check deployment status
- `dev` - Local development server (CodeZip: uvicorn with hot-reload; Container: Docker build + run with volume mount)
Expand DownExpand Up@@ -68,10 +68,10 @@ These options are available on all commands:

## Primitives Architecture

All resource types (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine, policy) are
modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle for
their resource type. Resources support config-driven tagging via `agentcore.json` and `mcp.json`, with tags flowing
through to deployed CloudFormation resources.
All resource types (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine, policy)
are modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle
for their resource type. Resources support config-driven tagging via `agentcore.json`, with tags flowing through to
deployed CloudFormation resources.

Each primitive extends `BasePrimitive` and implements: `add()`, `remove()`, `previewRemove()`, `getRemovable()`,
`registerCommands()`, and `addScreen()`.
Expand All@@ -80,7 +80,7 @@ Current primitives:

- `AgentPrimitive` — agent creation (template + BYO), removal, credential resolution
- `MemoryPrimitive` — memory creation with strategies, removal
- `CredentialPrimitive` — credential/identity creation, .env management, removal
- `CredentialPrimitive` — credential creation, .env management, removal
- `EvaluatorPrimitive` — custom evaluator creation/removal with cross-reference validation
- `OnlineEvalConfigPrimitive` — online eval config creation/removal
- `GatewayPrimitive` — gateway creation/removal
Expand Down

44 changes: 32 additions & 12 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -60,17 +60,18 @@ agentcore invoke
| ------------------- | ----------------------------- |
| Strands Agents | AWS-native, streaming support |
| LangChain/LangGraph | Graph-based workflows |
| CrewAI | Multi-agent orchestration |
| Google ADK | Gemini models only |
| OpenAI Agents | OpenAI models only |

## Supported Model Providers

| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | ----------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | claude-sonnet-4-5-20250929-v1 |
| Anthropic | Yes | claude-sonnet-4-5-20250929 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4o |
| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | -------------------------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | us.anthropic.claude-sonnet-4-5-20250514-v1:0 |
| Anthropic | Yes | claude-sonnet-4-5-20250514  |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4.1  |

## Commands

Expand All@@ -85,13 +86,22 @@ agentcore invoke

### Resource Management

| Command | Description |
| -------- | ------------------------------------------------- |
| `add` | Add agents, memory, identity, evaluators, targets |
| `remove` | Remove resources from project |
| Command | Description |
| -------- | ---------------------------------------------------- |
| `add` | Add agents, memory, credentials, evaluators, targets |
| `remove` | Remove resources from project |

> **Note**: Run `agentcore deploy` after `add` or `remove` to update resources in AWS.

### Observability

| Command | Description |
| ------------- | --------------------------------------- |
| `logs` | Stream or search agent runtime logs |
| `traces list` | List recent traces for a deployed agent |
| `traces get` | Download a trace to a JSON file |
| `status` | Show deployed resource details |

### Evaluations

| Command | Description |
Expand All@@ -102,6 +112,16 @@ agentcore invoke
| `evals history` | View past eval run results |
| `pause online-eval` | Pause a deployed online eval config |
| `resume online-eval` | Resume a paused online eval config |
| `logs evals` | Stream or search online eval logs |

### Utilities

| Command | Description |
| -------------- | ----------------------------------------- |
| `validate` | Validate configuration files |
| `package` | Package agent artifacts without deploying |
| `fetch access` | Fetch access info for deployed resources |
| `update` | Check for and install CLI updates |

## Project Structure

Expand DownExpand Up@@ -129,15 +149,15 @@ my-project/

Projects use JSON schema files in the `agentcore/` directory:

- `agentcore.json` - Agent specifications, memory, identity, evaluators, online evals
- `agentcore.json` - Agent specifications, memory, credentials, evaluators, online evals
- `deployed-state.json` - Runtime state in agentcore/.cli/ (auto-managed)
- `aws-targets.json` - Deployment targets (account, region)

## Capabilities

- **Runtime** - Managed execution environment for deployed agents
- **Memory** - Semantic, summarization, and user preference strategies
- **Identity** - Secure API key management via Secrets Manager
- **Credentials** - Secure API key management via Secrets Manager
- **Evaluations** - LLM-as-a-Judge for on-demand and continuous agent quality monitoring

## Documentation
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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 Merged

aidandaly24
merged 11 commits into

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Apr 9, 2026
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docs: fix 30 documentation inaccuracies found by source code audit
#697
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c920140

docs: fix 30 documentation inaccuracies found by source code audit


aidandaly24 Mar 27, 2026
1e0bcd9

style: run prettier on documentation files


aidandaly24 Mar 27, 2026
c44da54

test: update asset snapshots for edited README.md and AGENTS.md


aidandaly24 Mar 27, 2026
f6c04de

ci: trigger build workflow


aidandaly24 Mar 27, 2026
89ac395

docs: update docs for upstream schema refactor and naming unification


aidandaly24 Mar 27, 2026
f8f8286

docs: fix stale agents reference in gateway example


aidandaly24 Mar 27, 2026
69c1052

docs: rename --agent flags to --runtime and remove stale type fields


aidandaly24 Mar 27, 2026
b5f140d

docs: add missing flags and fix --lines → --limit


aidandaly24 Mar 28, 2026
daf42dd

docs: fix stale gateway flags and add missing CLI flags


aidandaly24 Mar 28, 2026
1b45abb

docs: fix --exception-level valid values to NONE/DEBUG


aidandaly24 Mar 28, 2026
dedd8af

docs: fix stale fields and add flags from upstream v0.5–v0.7


aidandaly24 Apr 8, 2026

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16 changes: 8 additions & 8 deletions
AGENTS.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,10 +31,10 @@ These options are available on all commands:
## CLI Commands

- `create` - Create new AgentCore project
- `add` - Add resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
- `add` - Add resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy)
- `remove` - Remove resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy, all)
- `remove` - Remove resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target,
 policy-engine, policy, all)
- `deploy` - Deploy infrastructure to AWS
- `status` - Check deployment status
- `dev` - Local development server (CodeZip: uvicorn with hot-reload; Container: Docker build + run with volume mount)
Expand DownExpand Up@@ -68,10 +68,10 @@ These options are available on all commands:

## Primitives Architecture

All resource types (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine, policy) are
modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle for
their resource type. Resources support config-driven tagging via `agentcore.json` and `mcp.json`, with tags flowing
through to deployed CloudFormation resources.
All resource types (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine, policy)
are modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle
for their resource type. Resources support config-driven tagging via `agentcore.json`, with tags flowing through to
deployed CloudFormation resources.

Each primitive extends `BasePrimitive` and implements: `add()`, `remove()`, `previewRemove()`, `getRemovable()`,
`registerCommands()`, and `addScreen()`.
Expand All@@ -80,7 +80,7 @@ Current primitives:

- `AgentPrimitive` — agent creation (template + BYO), removal, credential resolution
- `MemoryPrimitive` — memory creation with strategies, removal
- `CredentialPrimitive` — credential/identity creation, .env management, removal
- `CredentialPrimitive` — credential creation, .env management, removal
- `EvaluatorPrimitive` — custom evaluator creation/removal with cross-reference validation
- `OnlineEvalConfigPrimitive` — online eval config creation/removal
- `GatewayPrimitive` — gateway creation/removal
Expand Down

44 changes: 32 additions & 12 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -60,17 +60,18 @@ agentcore invoke
| ------------------- | ----------------------------- |
| Strands Agents | AWS-native, streaming support |
| LangChain/LangGraph | Graph-based workflows |
| CrewAI | Multi-agent orchestration |
| Google ADK | Gemini models only |
| OpenAI Agents | OpenAI models only |

## Supported Model Providers

| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | ----------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | claude-sonnet-4-5-20250929-v1 |
| Anthropic | Yes | claude-sonnet-4-5-20250929 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4o |
| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | -------------------------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | us.anthropic.claude-sonnet-4-5-20250514-v1:0 |
| Anthropic | Yes | claude-sonnet-4-5-20250514  |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4.1  |

## Commands

Expand All@@ -85,13 +86,22 @@ agentcore invoke

### Resource Management

| Command | Description |
| -------- | ------------------------------------------------- |
| `add` | Add agents, memory, identity, evaluators, targets |
| `remove` | Remove resources from project |
| Command | Description |
| -------- | ---------------------------------------------------- |
| `add` | Add agents, memory, credentials, evaluators, targets |
| `remove` | Remove resources from project |

> **Note**: Run `agentcore deploy` after `add` or `remove` to update resources in AWS.

### Observability

| Command | Description |
| ------------- | --------------------------------------- |
| `logs` | Stream or search agent runtime logs |
| `traces list` | List recent traces for a deployed agent |
| `traces get` | Download a trace to a JSON file |
| `status` | Show deployed resource details |

### Evaluations

| Command | Description |
Expand All@@ -102,6 +112,16 @@ agentcore invoke
| `evals history` | View past eval run results |
| `pause online-eval` | Pause a deployed online eval config |
| `resume online-eval` | Resume a paused online eval config |
| `logs evals` | Stream or search online eval logs |

### Utilities

| Command | Description |
| -------------- | ----------------------------------------- |
| `validate` | Validate configuration files |
| `package` | Package agent artifacts without deploying |
| `fetch access` | Fetch access info for deployed resources |
| `update` | Check for and install CLI updates |

## Project Structure

Expand DownExpand Up@@ -129,15 +149,15 @@ my-project/

Projects use JSON schema files in the `agentcore/` directory:

- `agentcore.json` - Agent specifications, memory, identity, evaluators, online evals
- `agentcore.json` - Agent specifications, memory, credentials, evaluators, online evals
- `deployed-state.json` - Runtime state in agentcore/.cli/ (auto-managed)
- `aws-targets.json` - Deployment targets (account, region)

## Capabilities

- **Runtime** - Managed execution environment for deployed agents
- **Memory** - Semantic, summarization, and user preference strategies
- **Identity** - Secure API key management via Secrets Manager
- **Credentials** - Secure API key management via Secrets Manager
- **Evaluations** - LLM-as-a-Judge for on-demand and continuous agent quality monitoring

## Documentation
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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docs: fix 30 documentation inaccuracies found by source code audit#697

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 Merged

aidandaly24
merged 11 commits into

from

Apr 9, 2026
 Merged


docs: fix 30 documentation inaccuracies found by source code audit
#697
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c920140

docs: fix 30 documentation inaccuracies found by source code audit


aidandaly24 Mar 27, 2026
1e0bcd9

style: run prettier on documentation files


aidandaly24 Mar 27, 2026
c44da54

test: update asset snapshots for edited README.md and AGENTS.md


aidandaly24 Mar 27, 2026
f6c04de

ci: trigger build workflow


aidandaly24 Mar 27, 2026
89ac395

docs: update docs for upstream schema refactor and naming unification


aidandaly24 Mar 27, 2026
f8f8286

docs: fix stale agents reference in gateway example


aidandaly24 Mar 27, 2026
69c1052

docs: rename --agent flags to --runtime and remove stale type fields


aidandaly24 Mar 27, 2026
b5f140d

docs: add missing flags and fix --lines → --limit


aidandaly24 Mar 28, 2026
daf42dd

docs: fix stale gateway flags and add missing CLI flags


aidandaly24 Mar 28, 2026
1b45abb

docs: fix --exception-level valid values to NONE/DEBUG


aidandaly24 Mar 28, 2026
dedd8af

docs: fix stale fields and add flags from upstream v0.5–v0.7


aidandaly24 Apr 8, 2026

File filter

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16 changes: 8 additions & 8 deletions
AGENTS.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,10 +31,10 @@ These options are available on all commands:
## CLI Commands

- `create` - Create new AgentCore project
- `add` - Add resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
- `add` - Add resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy)
- `remove` - Remove resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy, all)
- `remove` - Remove resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target,
 policy-engine, policy, all)
- `deploy` - Deploy infrastructure to AWS
- `status` - Check deployment status
- `dev` - Local development server (CodeZip: uvicorn with hot-reload; Container: Docker build + run with volume mount)
Expand DownExpand Up@@ -68,10 +68,10 @@ These options are available on all commands:

## Primitives Architecture

All resource types (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine, policy) are
modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle for
their resource type. Resources support config-driven tagging via `agentcore.json` and `mcp.json`, with tags flowing
through to deployed CloudFormation resources.
All resource types (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine, policy)
are modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle
for their resource type. Resources support config-driven tagging via `agentcore.json`, with tags flowing through to
deployed CloudFormation resources.

Each primitive extends `BasePrimitive` and implements: `add()`, `remove()`, `previewRemove()`, `getRemovable()`,
`registerCommands()`, and `addScreen()`.
Expand All@@ -80,7 +80,7 @@ Current primitives:

- `AgentPrimitive` — agent creation (template + BYO), removal, credential resolution
- `MemoryPrimitive` — memory creation with strategies, removal
- `CredentialPrimitive` — credential/identity creation, .env management, removal
- `CredentialPrimitive` — credential creation, .env management, removal
- `EvaluatorPrimitive` — custom evaluator creation/removal with cross-reference validation
- `OnlineEvalConfigPrimitive` — online eval config creation/removal
- `GatewayPrimitive` — gateway creation/removal
Expand Down

44 changes: 32 additions & 12 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -60,17 +60,18 @@ agentcore invoke
| ------------------- | ----------------------------- |
| Strands Agents | AWS-native, streaming support |
| LangChain/LangGraph | Graph-based workflows |
| CrewAI | Multi-agent orchestration |
| Google ADK | Gemini models only |
| OpenAI Agents | OpenAI models only |

## Supported Model Providers

| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | ----------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | claude-sonnet-4-5-20250929-v1 |
| Anthropic | Yes | claude-sonnet-4-5-20250929 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4o |
| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | -------------------------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | us.anthropic.claude-sonnet-4-5-20250514-v1:0 |
| Anthropic | Yes | claude-sonnet-4-5-20250514  |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4.1  |

## Commands

Expand All@@ -85,13 +86,22 @@ agentcore invoke

### Resource Management

| Command | Description |
| -------- | ------------------------------------------------- |
| `add` | Add agents, memory, identity, evaluators, targets |
| `remove` | Remove resources from project |
| Command | Description |
| -------- | ---------------------------------------------------- |
| `add` | Add agents, memory, credentials, evaluators, targets |
| `remove` | Remove resources from project |

> **Note**: Run `agentcore deploy` after `add` or `remove` to update resources in AWS.

### Observability

| Command | Description |
| ------------- | --------------------------------------- |
| `logs` | Stream or search agent runtime logs |
| `traces list` | List recent traces for a deployed agent |
| `traces get` | Download a trace to a JSON file |
| `status` | Show deployed resource details |

### Evaluations

| Command | Description |
Expand All@@ -102,6 +112,16 @@ agentcore invoke
| `evals history` | View past eval run results |
| `pause online-eval` | Pause a deployed online eval config |
| `resume online-eval` | Resume a paused online eval config |
| `logs evals` | Stream or search online eval logs |

### Utilities

| Command | Description |
| -------------- | ----------------------------------------- |
| `validate` | Validate configuration files |
| `package` | Package agent artifacts without deploying |
| `fetch access` | Fetch access info for deployed resources |
| `update` | Check for and install CLI updates |

## Project Structure

Expand DownExpand Up@@ -129,15 +149,15 @@ my-project/

Projects use JSON schema files in the `agentcore/` directory:

- `agentcore.json` - Agent specifications, memory, identity, evaluators, online evals
- `agentcore.json` - Agent specifications, memory, credentials, evaluators, online evals
- `deployed-state.json` - Runtime state in agentcore/.cli/ (auto-managed)
- `aws-targets.json` - Deployment targets (account, region)

## Capabilities

- **Runtime** - Managed execution environment for deployed agents
- **Memory** - Semantic, summarization, and user preference strategies
- **Identity** - Secure API key management via Secrets Manager
- **Credentials** - Secure API key management via Secrets Manager
- **Evaluations** - LLM-as-a-Judge for on-demand and continuous agent quality monitoring

## Documentation
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
docs: fix 30 documentation inaccuracies found by source code audit#697

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 Merged

aidandaly24
merged 11 commits into

from

Apr 9, 2026
 Merged


docs: fix 30 documentation inaccuracies found by source code audit
#697
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c920140

docs: fix 30 documentation inaccuracies found by source code audit


aidandaly24 Mar 27, 2026
1e0bcd9

style: run prettier on documentation files


aidandaly24 Mar 27, 2026
c44da54

test: update asset snapshots for edited README.md and AGENTS.md


aidandaly24 Mar 27, 2026
f6c04de

ci: trigger build workflow


aidandaly24 Mar 27, 2026
89ac395

docs: update docs for upstream schema refactor and naming unification


aidandaly24 Mar 27, 2026
f8f8286

docs: fix stale agents reference in gateway example


aidandaly24 Mar 27, 2026
69c1052

docs: rename --agent flags to --runtime and remove stale type fields


aidandaly24 Mar 27, 2026
b5f140d

docs: add missing flags and fix --lines → --limit


aidandaly24 Mar 28, 2026
daf42dd

docs: fix stale gateway flags and add missing CLI flags


aidandaly24 Mar 28, 2026
1b45abb

docs: fix --exception-level valid values to NONE/DEBUG


aidandaly24 Mar 28, 2026
dedd8af

docs: fix stale fields and add flags from upstream v0.5–v0.7


aidandaly24 Apr 8, 2026

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16 changes: 8 additions & 8 deletions
AGENTS.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,10 +31,10 @@ These options are available on all commands:
## CLI Commands

- `create` - Create new AgentCore project
- `add` - Add resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
- `add` - Add resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy)
- `remove` - Remove resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy, all)
- `remove` - Remove resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target,
 policy-engine, policy, all)
- `deploy` - Deploy infrastructure to AWS
- `status` - Check deployment status
- `dev` - Local development server (CodeZip: uvicorn with hot-reload; Container: Docker build + run with volume mount)
Expand DownExpand Up@@ -68,10 +68,10 @@ These options are available on all commands:

## Primitives Architecture

All resource types (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine, policy) are
modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle for
their resource type. Resources support config-driven tagging via `agentcore.json` and `mcp.json`, with tags flowing
through to deployed CloudFormation resources.
All resource types (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine, policy)
are modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle
for their resource type. Resources support config-driven tagging via `agentcore.json`, with tags flowing through to
deployed CloudFormation resources.

Each primitive extends `BasePrimitive` and implements: `add()`, `remove()`, `previewRemove()`, `getRemovable()`,
`registerCommands()`, and `addScreen()`.
Expand All@@ -80,7 +80,7 @@ Current primitives:

- `AgentPrimitive` — agent creation (template + BYO), removal, credential resolution
- `MemoryPrimitive` — memory creation with strategies, removal
- `CredentialPrimitive` — credential/identity creation, .env management, removal
- `CredentialPrimitive` — credential creation, .env management, removal
- `EvaluatorPrimitive` — custom evaluator creation/removal with cross-reference validation
- `OnlineEvalConfigPrimitive` — online eval config creation/removal
- `GatewayPrimitive` — gateway creation/removal
Expand Down

44 changes: 32 additions & 12 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -60,17 +60,18 @@ agentcore invoke
| ------------------- | ----------------------------- |
| Strands Agents | AWS-native, streaming support |
| LangChain/LangGraph | Graph-based workflows |
| CrewAI | Multi-agent orchestration |
| Google ADK | Gemini models only |
| OpenAI Agents | OpenAI models only |

## Supported Model Providers

| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | ----------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | claude-sonnet-4-5-20250929-v1 |
| Anthropic | Yes | claude-sonnet-4-5-20250929 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4o |
| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | -------------------------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | us.anthropic.claude-sonnet-4-5-20250514-v1:0 |
| Anthropic | Yes | claude-sonnet-4-5-20250514  |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4.1  |

## Commands

Expand All@@ -85,13 +86,22 @@ agentcore invoke

### Resource Management

| Command | Description |
| -------- | ------------------------------------------------- |
| `add` | Add agents, memory, identity, evaluators, targets |
| `remove` | Remove resources from project |
| Command | Description |
| -------- | ---------------------------------------------------- |
| `add` | Add agents, memory, credentials, evaluators, targets |
| `remove` | Remove resources from project |

> **Note**: Run `agentcore deploy` after `add` or `remove` to update resources in AWS.

### Observability

| Command | Description |
| ------------- | --------------------------------------- |
| `logs` | Stream or search agent runtime logs |
| `traces list` | List recent traces for a deployed agent |
| `traces get` | Download a trace to a JSON file |
| `status` | Show deployed resource details |

### Evaluations

| Command | Description |
Expand All@@ -102,6 +112,16 @@ agentcore invoke
| `evals history` | View past eval run results |
| `pause online-eval` | Pause a deployed online eval config |
| `resume online-eval` | Resume a paused online eval config |
| `logs evals` | Stream or search online eval logs |

### Utilities

| Command | Description |
| -------------- | ----------------------------------------- |
| `validate` | Validate configuration files |
| `package` | Package agent artifacts without deploying |
| `fetch access` | Fetch access info for deployed resources |
| `update` | Check for and install CLI updates |

## Project Structure

Expand DownExpand Up@@ -129,15 +149,15 @@ my-project/

Projects use JSON schema files in the `agentcore/` directory:

- `agentcore.json` - Agent specifications, memory, identity, evaluators, online evals
- `agentcore.json` - Agent specifications, memory, credentials, evaluators, online evals
- `deployed-state.json` - Runtime state in agentcore/.cli/ (auto-managed)
- `aws-targets.json` - Deployment targets (account, region)

## Capabilities

- **Runtime** - Managed execution environment for deployed agents
- **Memory** - Semantic, summarization, and user preference strategies
- **Identity** - Secure API key management via Secrets Manager
- **Credentials** - Secure API key management via Secrets Manager
- **Evaluations** - LLM-as-a-Judge for on-demand and continuous agent quality monitoring

## Documentation
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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 Merged

aidandaly24
merged 11 commits into

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Apr 9, 2026
 Merged


docs: fix 30 documentation inaccuracies found by source code audit
#697
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c920140

docs: fix 30 documentation inaccuracies found by source code audit


aidandaly24 Mar 27, 2026
1e0bcd9

style: run prettier on documentation files


aidandaly24 Mar 27, 2026
c44da54

test: update asset snapshots for edited README.md and AGENTS.md


aidandaly24 Mar 27, 2026
f6c04de

ci: trigger build workflow


aidandaly24 Mar 27, 2026
89ac395

docs: update docs for upstream schema refactor and naming unification


aidandaly24 Mar 27, 2026
f8f8286

docs: fix stale agents reference in gateway example


aidandaly24 Mar 27, 2026
69c1052

docs: rename --agent flags to --runtime and remove stale type fields


aidandaly24 Mar 27, 2026
b5f140d

docs: add missing flags and fix --lines → --limit


aidandaly24 Mar 28, 2026
daf42dd

docs: fix stale gateway flags and add missing CLI flags


aidandaly24 Mar 28, 2026
1b45abb

docs: fix --exception-level valid values to NONE/DEBUG


aidandaly24 Mar 28, 2026
dedd8af

docs: fix stale fields and add flags from upstream v0.5–v0.7


aidandaly24 Apr 8, 2026

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16 changes: 8 additions & 8 deletions
AGENTS.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,10 +31,10 @@ These options are available on all commands:
## CLI Commands

- `create` - Create new AgentCore project
- `add` - Add resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
- `add` - Add resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy)
- `remove` - Remove resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy, all)
- `remove` - Remove resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target,
 policy-engine, policy, all)
- `deploy` - Deploy infrastructure to AWS
- `status` - Check deployment status
- `dev` - Local development server (CodeZip: uvicorn with hot-reload; Container: Docker build + run with volume mount)
Expand DownExpand Up@@ -68,10 +68,10 @@ These options are available on all commands:

## Primitives Architecture

All resource types (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine, policy) are
modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle for
their resource type. Resources support config-driven tagging via `agentcore.json` and `mcp.json`, with tags flowing
through to deployed CloudFormation resources.
All resource types (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine, policy)
are modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle
for their resource type. Resources support config-driven tagging via `agentcore.json`, with tags flowing through to
deployed CloudFormation resources.

Each primitive extends `BasePrimitive` and implements: `add()`, `remove()`, `previewRemove()`, `getRemovable()`,
`registerCommands()`, and `addScreen()`.
Expand All@@ -80,7 +80,7 @@ Current primitives:

- `AgentPrimitive` — agent creation (template + BYO), removal, credential resolution
- `MemoryPrimitive` — memory creation with strategies, removal
- `CredentialPrimitive` — credential/identity creation, .env management, removal
- `CredentialPrimitive` — credential creation, .env management, removal
- `EvaluatorPrimitive` — custom evaluator creation/removal with cross-reference validation
- `OnlineEvalConfigPrimitive` — online eval config creation/removal
- `GatewayPrimitive` — gateway creation/removal
Expand Down

44 changes: 32 additions & 12 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -60,17 +60,18 @@ agentcore invoke
| ------------------- | ----------------------------- |
| Strands Agents | AWS-native, streaming support |
| LangChain/LangGraph | Graph-based workflows |
| CrewAI | Multi-agent orchestration |
| Google ADK | Gemini models only |
| OpenAI Agents | OpenAI models only |

## Supported Model Providers

| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | ----------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | claude-sonnet-4-5-20250929-v1 |
| Anthropic | Yes | claude-sonnet-4-5-20250929 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4o |
| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | -------------------------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | us.anthropic.claude-sonnet-4-5-20250514-v1:0 |
| Anthropic | Yes | claude-sonnet-4-5-20250514  |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4.1  |

## Commands

Expand All@@ -85,13 +86,22 @@ agentcore invoke

### Resource Management

| Command | Description |
| -------- | ------------------------------------------------- |
| `add` | Add agents, memory, identity, evaluators, targets |
| `remove` | Remove resources from project |
| Command | Description |
| -------- | ---------------------------------------------------- |
| `add` | Add agents, memory, credentials, evaluators, targets |
| `remove` | Remove resources from project |

> **Note**: Run `agentcore deploy` after `add` or `remove` to update resources in AWS.

### Observability

| Command | Description |
| ------------- | --------------------------------------- |
| `logs` | Stream or search agent runtime logs |
| `traces list` | List recent traces for a deployed agent |
| `traces get` | Download a trace to a JSON file |
| `status` | Show deployed resource details |

### Evaluations

| Command | Description |
Expand All@@ -102,6 +112,16 @@ agentcore invoke
| `evals history` | View past eval run results |
| `pause online-eval` | Pause a deployed online eval config |
| `resume online-eval` | Resume a paused online eval config |
| `logs evals` | Stream or search online eval logs |

### Utilities

| Command | Description |
| -------------- | ----------------------------------------- |
| `validate` | Validate configuration files |
| `package` | Package agent artifacts without deploying |
| `fetch access` | Fetch access info for deployed resources |
| `update` | Check for and install CLI updates |

## Project Structure

Expand DownExpand Up@@ -129,15 +149,15 @@ my-project/

Projects use JSON schema files in the `agentcore/` directory:

- `agentcore.json` - Agent specifications, memory, identity, evaluators, online evals
- `agentcore.json` - Agent specifications, memory, credentials, evaluators, online evals
- `deployed-state.json` - Runtime state in agentcore/.cli/ (auto-managed)
- `aws-targets.json` - Deployment targets (account, region)

## Capabilities

- **Runtime** - Managed execution environment for deployed agents
- **Memory** - Semantic, summarization, and user preference strategies
- **Identity** - Secure API key management via Secrets Manager
- **Credentials** - Secure API key management via Secrets Manager
- **Evaluations** - LLM-as-a-Judge for on-demand and continuous agent quality monitoring

## Documentation
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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docs: fix 30 documentation inaccuracies found by source code audit#697

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 Merged

aidandaly24
merged 11 commits into

from

Apr 9, 2026
 Merged


docs: fix 30 documentation inaccuracies found by source code audit
#697
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c920140

docs: fix 30 documentation inaccuracies found by source code audit


aidandaly24 Mar 27, 2026
1e0bcd9

style: run prettier on documentation files


aidandaly24 Mar 27, 2026
c44da54

test: update asset snapshots for edited README.md and AGENTS.md


aidandaly24 Mar 27, 2026
f6c04de

ci: trigger build workflow


aidandaly24 Mar 27, 2026
89ac395

docs: update docs for upstream schema refactor and naming unification


aidandaly24 Mar 27, 2026
f8f8286

docs: fix stale agents reference in gateway example


aidandaly24 Mar 27, 2026
69c1052

docs: rename --agent flags to --runtime and remove stale type fields


aidandaly24 Mar 27, 2026
b5f140d

docs: add missing flags and fix --lines → --limit


aidandaly24 Mar 28, 2026
daf42dd

docs: fix stale gateway flags and add missing CLI flags


aidandaly24 Mar 28, 2026
1b45abb

docs: fix --exception-level valid values to NONE/DEBUG


aidandaly24 Mar 28, 2026
dedd8af

docs: fix stale fields and add flags from upstream v0.5–v0.7


aidandaly24 Apr 8, 2026

File filter

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16 changes: 8 additions & 8 deletions
AGENTS.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -31,10 +31,10 @@ These options are available on all commands:
## CLI Commands

- `create` - Create new AgentCore project
- `add` - Add resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
- `add` - Add resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy)
- `remove` - Remove resources (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine,
 policy, all)
- `remove` - Remove resources (agent, memory, credential, evaluator, online-eval, gateway, gateway-target,
 policy-engine, policy, all)
- `deploy` - Deploy infrastructure to AWS
- `status` - Check deployment status
- `dev` - Local development server (CodeZip: uvicorn with hot-reload; Container: Docker build + run with volume mount)
Expand DownExpand Up@@ -68,10 +68,10 @@ These options are available on all commands:

## Primitives Architecture

All resource types (agent, memory, identity, evaluator, online-eval, gateway, gateway-target, policy-engine, policy) are
modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle for
their resource type. Resources support config-driven tagging via `agentcore.json` and `mcp.json`, with tags flowing
through to deployed CloudFormation resources.
All resource types (agent, memory, credential, evaluator, online-eval, gateway, gateway-target, policy-engine, policy)
are modeled as **primitives** -- self-contained classes in `src/cli/primitives/` that own the full add/remove lifecycle
for their resource type. Resources support config-driven tagging via `agentcore.json`, with tags flowing through to
deployed CloudFormation resources.

Each primitive extends `BasePrimitive` and implements: `add()`, `remove()`, `previewRemove()`, `getRemovable()`,
`registerCommands()`, and `addScreen()`.
Expand All@@ -80,7 +80,7 @@ Current primitives:

- `AgentPrimitive` — agent creation (template + BYO), removal, credential resolution
- `MemoryPrimitive` — memory creation with strategies, removal
- `CredentialPrimitive` — credential/identity creation, .env management, removal
- `CredentialPrimitive` — credential creation, .env management, removal
- `EvaluatorPrimitive` — custom evaluator creation/removal with cross-reference validation
- `OnlineEvalConfigPrimitive` — online eval config creation/removal
- `GatewayPrimitive` — gateway creation/removal
Expand Down

44 changes: 32 additions & 12 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -60,17 +60,18 @@ agentcore invoke
| ------------------- | ----------------------------- |
| Strands Agents | AWS-native, streaming support |
| LangChain/LangGraph | Graph-based workflows |
| CrewAI | Multi-agent orchestration |
| Google ADK | Gemini models only |
| OpenAI Agents | OpenAI models only |

## Supported Model Providers

| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | ----------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | claude-sonnet-4-5-20250929-v1 |
| Anthropic | Yes | claude-sonnet-4-5-20250929 |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4o |
| Provider | API Key Required | Default Model |
| -------------- | ------------------------- | -------------------------------------------- |
| Amazon Bedrock | No (uses AWS credentials) | us.anthropic.claude-sonnet-4-5-20250514-v1:0 |
| Anthropic | Yes | claude-sonnet-4-5-20250514  |
| Google Gemini | Yes | gemini-2.5-flash |
| OpenAI | Yes | gpt-4.1  |

## Commands

Expand All@@ -85,13 +86,22 @@ agentcore invoke

### Resource Management

| Command | Description |
| -------- | ------------------------------------------------- |
| `add` | Add agents, memory, identity, evaluators, targets |
| `remove` | Remove resources from project |
| Command | Description |
| -------- | ---------------------------------------------------- |
| `add` | Add agents, memory, credentials, evaluators, targets |
| `remove` | Remove resources from project |

> **Note**: Run `agentcore deploy` after `add` or `remove` to update resources in AWS.

### Observability

| Command | Description |
| ------------- | --------------------------------------- |
| `logs` | Stream or search agent runtime logs |
| `traces list` | List recent traces for a deployed agent |
| `traces get` | Download a trace to a JSON file |
| `status` | Show deployed resource details |

### Evaluations

| Command | Description |
Expand All@@ -102,6 +112,16 @@ agentcore invoke
| `evals history` | View past eval run results |
| `pause online-eval` | Pause a deployed online eval config |
| `resume online-eval` | Resume a paused online eval config |
| `logs evals` | Stream or search online eval logs |

### Utilities

| Command | Description |
| -------------- | ----------------------------------------- |
| `validate` | Validate configuration files |
| `package` | Package agent artifacts without deploying |
| `fetch access` | Fetch access info for deployed resources |
| `update` | Check for and install CLI updates |

## Project Structure

Expand DownExpand Up@@ -129,15 +149,15 @@ my-project/

Projects use JSON schema files in the `agentcore/` directory:

- `agentcore.json` - Agent specifications, memory, identity, evaluators, online evals
- `agentcore.json` - Agent specifications, memory, credentials, evaluators, online evals
- `deployed-state.json` - Runtime state in agentcore/.cli/ (auto-managed)
- `aws-targets.json` - Deployment targets (account, region)

## Capabilities

- **Runtime** - Managed execution environment for deployed agents
- **Memory** - Semantic, summarization, and user preference strategies
- **Identity** - Secure API key management via Secrets Manager
- **Credentials** - Secure API key management via Secrets Manager
- **Evaluations** - LLM-as-a-Judge for on-demand and continuous agent quality monitoring

## Documentation
Expand Down
Loading
Loading