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2a588a1
feat: enhance local agent sync with optional repository-local policy …
diegoitaliait Jul 21, 2026
fbdc5f0
feat: add internal gateway review agents for code and generic artifacts
diegoitaliait Jul 21, 2026
b91342d
feat: rename and update internal gateway review agents for clarity an…
diegoitaliait Jul 21, 2026
d6fd036
feat: refactor internal AWS skills and routing logic for clarity and …
diegoitaliait Jul 21, 2026
81f78ab
refactor(internal-aws-governance): collapse handoffs, remove router b…
diegoitaliait Jul 21, 2026
a7ecba4
refactor(internal-aws-lambda): collapse handoffs, remove router back-…
diegoitaliait Jul 21, 2026
341b641
refactor(internal-aws-mcp-research): collapse handoffs, remove router…
diegoitaliait Jul 21, 2026
a26a167
refactor(internal-aws-operations): collapse handoffs, remove router b…
diegoitaliait Jul 21, 2026
ab94769
refactor(internal-aws-organization-structure): collapse handoffs, rem…
diegoitaliait Jul 21, 2026
9ccbe10
refactor(internal-aws): trim router prose, keep cost-optimizer handof…
diegoitaliait Jul 21, 2026
0190c79
feat: implement local-sync-repos script for managing repository synch…
diegoitaliait Jul 21, 2026
7194f00
Refactor Azure skills and remove deprecated strategic skill
diegoitaliait Jul 21, 2026
2a78a74
refactor: update GitHub skills inventory and descriptions, remove dep…
diegoitaliait Jul 22, 2026
d7029df
refactor(internal-gcp): consolidate skills, update descriptions, and …
diegoitaliait Jul 22, 2026
5fb9992
Refactor AWS and Azure skills for clarity and strategic support
diegoitaliait Jul 22, 2026
7ff5413
Refactor AWS, Azure, GCP, and GitHub skills to remove redundant secti…
diegoitaliait Jul 22, 2026
124addf
Refactor dependabot configuration to comment out pre-commit package e…
diegoitaliait Jul 23, 2026
ae54742
Merge remote-tracking branch 'origin/main' into v23-improve
diegoitaliait Jul 23, 2026
ab96abe
feat(skill): add search-company-knowledge skill for internal document…
diegoitaliait Jul 23, 2026
96c3c93
feat(inventory): add search-company-knowledge skill to Copilot catalo…
diegoitaliait Jul 23, 2026
ac7b506
feat(agent-discovery): implement automatic discovery of non-local age…
diegoitaliait Jul 23, 2026
a886354
Implement sync_output_core for TSV rendering and escaping
diegoitaliait Jul 23, 2026
78824eb
feat(skills): add script output contract guidelines for various outpu…
diegoitaliait Jul 23, 2026
d49c765
feat(skill): enhance No-Commit Rule to clarify git mutation restricti…
diegoitaliait Jul 24, 2026
a34a9c7
feat(skill): add No-Commit Rule to enforce git mutation restrictions …
diegoitaliait Jul 24, 2026
b4eb5cb
feat(skill): add confirmation for no git mutations during execution a…
diegoitaliait Jul 24, 2026
6899766
feat(skill): implement skill reference normalization and aliasing for…
diegoitaliait Jul 25, 2026
8ae8f81
feat(skill): update managed resources and adjust asset counts in tests
diegoitaliait Jul 25, 2026
9ac9053
feat(skill): add script output contract reference and update checklis…
diegoitaliait Jul 25, 2026
c723f0b
Refactor and enhance documentation across various skills
diegoitaliait Jul 25, 2026
0a1fa17
feat(test): update asset counts and skill reference assertions in liv…
diegoitaliait Jul 25, 2026
94634c0
Remove openai-spreadsheet skill and associated assets
diegoitaliait Jul 25, 2026
2e071b0
Remove OpenAI skill creator files and scripts
diegoitaliait Jul 25, 2026
0e5f551
fix(test): correct asset count in live manifest test
diegoitaliait Jul 25, 2026
c9f48ab
feat: Add scripts for PDF processing and validation
diegoitaliait Jul 25, 2026
55dd35e
fix: remove agent and skill authoring recommendation from local-sync-…
diegoitaliait Jul 25, 2026
130d38f
Refactor skill invocation and descriptions for delegation
diegoitaliait Jul 25, 2026
8d8c942
feat: Update Grill Me skill metadata and add corresponding tests
diegoitaliait Jul 25, 2026
cb9b1a1
feat: Enhance user-facing decision cards and internal workflow docume…
diegoitaliait Jul 25, 2026
5c1ac1d
fix: Correct punctuation in user-facing communication section of SKIL…
diegoitaliait Jul 25, 2026
83a050a
Refactor skill creator structure and remove deprecated components
diegoitaliait Jul 25, 2026
0125468
feat: Update SKILL.md and related files for clarity and improved work…
diegoitaliait Jul 25, 2026
57af251
feat: Enhance SKILL.md and related scripts with improved workflow det…
diegoitaliait Jul 25, 2026
5cabb12
feat: Revise local-sync-external-resources agent documentation for cl…
diegoitaliait Jul 25, 2026
9389f71
fix: Update expected managed_assets count in audit test and add futur…
diegoitaliait Jul 25, 2026
8498bdf
Enhance critical output validation with new checks and improve error …
diegoitaliait Jul 25, 2026
4829b73
feat: Introduce requirements and persona contract, enhancing agent cr…
diegoitaliait Jul 25, 2026
fa7a0d1
feat: Update inventory and add new skills for codebase design and arc…
diegoitaliait Jul 25, 2026
9cff8f0
feat: Add internal-gateway-codebase-improvement skill and related wor…
diegoitaliait Jul 25, 2026
cf79700
feat: Implement guided question contract enforcement for interview sk…
diegoitaliait Jul 25, 2026
122bcd4
feat: Introduce local guided-question contract for enhanced interview…
diegoitaliait Jul 25, 2026
2ab8d35
feat: Add disable-model-invocation flag to internal gateway skills
diegoitaliait Jul 25, 2026
16e0a37
Refactor tests and validation for critical cards; enhance markdown li…
diegoitaliait Jul 25, 2026
1bade01
feat: Enhance internal gateway simple task with local references and …
diegoitaliait Jul 25, 2026
2c83589
feat: Update internal gateway writing plans to enforce approved imple…
diegoitaliait Jul 25, 2026
e1433cc
feat: Update internal gateway workflow and validation processes; enha…
diegoitaliait Jul 25, 2026
7ce1db3
Add execution plan validation and status management features
diegoitaliait Jul 25, 2026
b43902a
Refactor skill references to include slash prefix for cross-skill inv…
diegoitaliait Jul 25, 2026
df86f04
feat: Update internal gateway agents and skills to allow model invoca…
diegoitaliait Jul 25, 2026
c6ccdaa
feat: Enhance execution contract and skill definitions; add execution…
diegoitaliait Jul 25, 2026
2618982
feat: Update skill prompts to use slash prefix for consistent invocat…
diegoitaliait Jul 25, 2026
6cef903
Refactor test files for improved readability and consistency
diegoitaliait Jul 25, 2026
8cced79
chore: Update file permissions for multiple scripts to ensure proper …
diegoitaliait Jul 25, 2026
3861f96
feat: Update skill references to use slash prefix for consistent invo…
diegoitaliait Jul 25, 2026
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3 changes: 1 addition & 2 deletions .github/DEPRECATION.md
Original file line number Diff line number Diff line change
Expand Up @@ -50,8 +50,7 @@ Immediate removal is allowed only for security or compliance issues. The removal
- `.github/skills/internal-data-registry/SKILL.md`: **Removed**. Retired from the live catalog after confirmation that
no live references remained.
- `.github/scripts/bootstrap-copilot-config.sh`: **Removed**. Replaced by the
`local-sync-global-copilot-configs-into-repo` agent and the
`local-agent-sync-global-copilot-configs-into-repo` skill workflow.
`local-sync-repos` agent and skill workflow.
- `.github/skills/internal-terraform-feature/SKILL.md`: **Removed**. Merged into
`.github/skills/internal-terraform/SKILL.md`.
- `.github/skills/internal-terraform-module/SKILL.md`: **Removed**. Merged into
Expand Down
47 changes: 29 additions & 18 deletions .github/INVENTORY.md
Original file line number Diff line number Diff line change
Expand Up @@ -39,6 +39,10 @@ This file is the exact path inventory for the live GitHub Copilot catalog in thi
- `.github/skills/agent-os-inject-standards/SKILL.md`
- `.github/skills/agent-os-plan-product/SKILL.md`
- `.github/skills/agent-os-shape-spec/SKILL.md`
- `.github/skills/anthropic-docx/SKILL.md`
- `.github/skills/anthropic-pdf/SKILL.md`
- `.github/skills/anthropic-pptx/SKILL.md`
- `.github/skills/anthropic-xlsx/SKILL.md`
- `.github/skills/antigravity-api-design-principles/SKILL.md`
- `.github/skills/antigravity-aws-cost-optimizer/SKILL.md`
- `.github/skills/antigravity-cloudformation-best-practices/SKILL.md`
Expand All @@ -65,12 +69,12 @@ This file is the exact path inventory for the live GitHub Copilot catalog in thi
- `.github/skills/internal-aws-mcp-research/SKILL.md`
- `.github/skills/internal-aws-operations/SKILL.md`
- `.github/skills/internal-aws-organization-structure/SKILL.md`
- `.github/skills/internal-aws-strategic/SKILL.md`
- `.github/skills/internal-aws/SKILL.md`
- `.github/skills/internal-azure-devops/SKILL.md`
- `.github/skills/internal-azure-governance/SKILL.md`
- `.github/skills/internal-azure-operations/SKILL.md`
- `.github/skills/internal-azure-organization-structure/SKILL.md`
- `.github/skills/internal-azure-strategic/SKILL.md`
- `.github/skills/internal-azure/SKILL.md`
- `.github/skills/internal-bash-script/SKILL.md`
- `.github/skills/internal-bash/SKILL.md`
- `.github/skills/internal-changelog-automation/SKILL.md`
Expand All @@ -82,6 +86,7 @@ This file is the exact path inventory for the live GitHub Copilot catalog in thi
- `.github/skills/internal-devops-core-principles/SKILL.md`
- `.github/skills/internal-docker/SKILL.md`
- `.github/skills/internal-excel/SKILL.md`
- `.github/skills/internal-gateway-codebase-improvement/SKILL.md`
- `.github/skills/internal-gateway-critical-master/SKILL.md`
- `.github/skills/internal-gateway-execute-plans/SKILL.md`
- `.github/skills/internal-gateway-idea/SKILL.md`
Expand All @@ -90,13 +95,13 @@ This file is the exact path inventory for the live GitHub Copilot catalog in thi
- `.github/skills/internal-gcp-governance/SKILL.md`
- `.github/skills/internal-gcp-operations/SKILL.md`
- `.github/skills/internal-gcp-organization-structure/SKILL.md`
- `.github/skills/internal-gcp-strategic/SKILL.md`
- `.github/skills/internal-gcp/SKILL.md`
- `.github/skills/internal-github-action-composite/SKILL.md`
- `.github/skills/internal-github-actions/SKILL.md`
- `.github/skills/internal-github-governance/SKILL.md`
- `.github/skills/internal-github-operations/SKILL.md`
- `.github/skills/internal-github-pr/SKILL.md`
- `.github/skills/internal-github-strategic/SKILL.md`
- `.github/skills/internal-github/SKILL.md`
- `.github/skills/internal-go/SKILL.md`
- `.github/skills/internal-java-project/SKILL.md`
- `.github/skills/internal-java-spring-boot-development/SKILL.md`
Expand All @@ -122,18 +127,26 @@ This file is the exact path inventory for the live GitHub Copilot catalog in thi
- `.github/skills/internal-terraform/SKILL.md`
- `.github/skills/internal-yaml/SKILL.md`
- `.github/skills/local-agent-sync-external-resources/SKILL.md`
- `.github/skills/local-agent-sync-global-copilot-configs-into-repo/SKILL.md`
- `.github/skills/local-agent-sync-install-ai-resources/SKILL.md`
- `.github/skills/local-copilot-log-analyzer/SKILL.md`
- `.github/skills/local-sync-repos/SKILL.md`
- `.github/skills/mattpocock-code-review/SKILL.md`
- `.github/skills/mattpocock-codebase-design/SKILL.md`
- `.github/skills/mattpocock-domain-modeling/SKILL.md`
- `.github/skills/mattpocock-grill-with-docs/SKILL.md`
- `.github/skills/mattpocock-handoff/SKILL.md`
- `.github/skills/mattpocock-implement/SKILL.md`
- `.github/skills/mattpocock-improve-codebase-architecture/SKILL.md`
- `.github/skills/mattpocock-research/SKILL.md`
- `.github/skills/openai-docx/SKILL.md`
- `.github/skills/mattpocock-setup-matt-pocock-skills/SKILL.md`
- `.github/skills/mattpocock-tdd/SKILL.md`
- `.github/skills/mattpocock-to-spec/SKILL.md`
- `.github/skills/mattpocock-wayfinder/SKILL.md`
- `.github/skills/mattpocock-writing-great-skills/SKILL.md`
- `.github/skills/openai-docs/SKILL.md`
- `.github/skills/openai-gh-address-comments/SKILL.md`
- `.github/skills/openai-gh-fix-ci/SKILL.md`
- `.github/skills/openai-pdf/SKILL.md`
- `.github/skills/openai-skill-creator/SKILL.md`
- `.github/skills/openai-slides/SKILL.md`
- `.github/skills/openai-spreadsheet/SKILL.md`
- `.github/skills/search-company-knowledge/SKILL.md`
- `.github/skills/superpowers-brainstorming/SKILL.md`
- `.github/skills/superpowers-dispatching-parallel-agents/SKILL.md`
- `.github/skills/superpowers-executing-plans/SKILL.md`
Expand All @@ -151,9 +164,9 @@ This file is the exact path inventory for the live GitHub Copilot catalog in thi
- `.github/skills/terraform-terraform-test/SKILL.md`
- `.github/skills/vercel-find-skills/SKILL.md`

### Support-only imported office skills
### Support-only imported document skills

These imported `openai-*` office skills remain support-only depth for repositories that explicitly need document workflows.
These vendor-prefixed imported document skills remain support-only depth for repositories that explicitly need document workflows.

## Scripts

Expand All @@ -174,26 +187,24 @@ These imported `openai-*` office skills remain support-only depth for repositori
- `.github/scripts/lib/repo_paths.py`
- `.github/scripts/lib/shared.py`
- `.github/scripts/lib/sync_exclusions.py`
- `.github/scripts/lib/syncing.py`
- `.github/scripts/lib/token_risks.py`
- `.github/scripts/run.sh`
- `.github/scripts/sync_copilot_catalog.py`
- `.github/scripts/validate_internal_skills.py`

## Agents

- `.github/agents/internal-gateway-critical-master.agent.md`
- `.github/agents/internal-gateway-execute-plans.agent.md`
- `.github/agents/internal-gateway-idea.agent.md`
- `.github/agents/internal-gateway-review.agent.md`
- `.github/agents/internal-gateway-review-code.agent.md`
- `.github/agents/internal-gateway-review-generic.agent.md`
- `.github/agents/internal-gateway-simple-task.agent.md`
- `.github/agents/internal-review-code.agent.md`
- `.github/agents/local-sync-external-resources.agent.md`
- `.github/agents/local-sync-global-copilot-configs-into-repo.agent.md`
- `.github/agents/local-sync-install-ai-resources.agent.md`
- `.github/agents/local-sync-repos.agent.md`

## Prompts

- `.github/prompts/internal-architecture-md-creator.prompt.md`
- `.github/prompts/internal-mega-review.prompt.md`
- `.github/prompts/internal-review-ai-resources.prompt.md`
- `.github/prompts/internal-sync-plan.prompt.md`
6 changes: 3 additions & 3 deletions .github/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -10,11 +10,11 @@ customization assets maintained in `cloud-strategy.github`.
## Agents

- Canonical repository-owned gateway agents:
`internal-gateway-idea`, `internal-gateway-review`,
`internal-gateway-idea`, `internal-gateway-review-generic`,
`internal-gateway-critical-master`, `internal-gateway-simple-task`
- Specialist repository-owned review agents:
`internal-review-code` for code-focused review before merge or follow-up action.
- Approved `extended` retained plans execute through
`internal-gateway-review-code` for code-focused review before merge or follow-up action.
- Approved retained plans under tmp/superpowers/plans/ execute through
`internal-gateway-execute-plans`.
- When extra provenance helps, offer it as an optional follow-up detail and accept
number-only replies.
14 changes: 6 additions & 8 deletions .github/agents/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -7,22 +7,20 @@ repo-only sync workflows.

- `internal-gateway-idea`: owns substantive idea definition,
critical challenge, and retained planning before execution.
- `internal-gateway-review`: owns generic defect-first review for non-code and
- `internal-gateway-review-generic`: owns generic defect-first review for non-code and
mixed artifacts before fixes.
- `internal-review-code`: owns dedicated code-focused review for source, tests,
- `internal-gateway-review-code`: owns dedicated code-focused review for source, tests,
scripts, build metadata, dependency metadata, and code diffs.
- `internal-gateway-critical-master`: owns pressure testing.
- `internal-gateway-simple-task`: owns concrete execution and approved compact
retained-plan consumption.
- `internal-gateway-simple-task`: owns concrete execution and approved retained-plan consumption.

## Active Gateway Agents

| Agent | Use when |
| --- | --- |
| `internal-gateway-idea` | A vague idea or unresolved goal needs definition and retained planning. |
| `internal-gateway-review` | A concrete non-code or mixed artifact needs defect-first review before fixes. |
| `internal-review-code` | A concrete code target needs dedicated code review before merge or follow-up action. |
| `internal-gateway-review-generic` | A concrete non-code or mixed artifact needs defect-first review before fixes. |
| `internal-gateway-review-code` | A concrete code target needs dedicated code review before merge or follow-up action. |
| `internal-gateway-critical-master` | A proposal or plan needs pressure before action. |
| `internal-gateway-simple-task` | A concrete low-to-medium-risk task can finish through one focused lane. |

Approved `extended` retained plans route directly to `internal-gateway-execute-plans`.
| `internal-gateway-execute-plans` | An approved retained plan under tmp/superpowers/plans/ is ready for execution. |
2 changes: 2 additions & 0 deletions .github/agents/internal-gateway-critical-master.agent.md
Original file line number Diff line number Diff line change
Expand Up @@ -11,3 +11,5 @@ agents: []
## Core Skill

- `internal-gateway-critical-master`
- Keep the full critical record internal and emit only the localized compact
card defined by the skill's output contract.
13 changes: 13 additions & 0 deletions .github/agents/internal-gateway-execute-plans.agent.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
---
name: internal-gateway-execute-plans
description: "Use this agent when an approved retained plan under tmp/superpowers/plans/ is ready for execution or resume."
tools: ["read", "edit", "search", "execute"]
agents: []
handoffs: []
---

# Internal Gateway Execute Plans

## Core Skill

- `internal-gateway-execute-plans`
9 changes: 4 additions & 5 deletions .github/agents/internal-gateway-idea.agent.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,20 +2,19 @@
name: internal-gateway-idea
description: "Use this agent when a repository-owned request starts with a vague idea, unclear goal, unresolved option set, or needs substantive definition, convergence, critical challenge, and retained planning before execution."
tools: ["read", "edit", "search", "execute", "web"]
disable-model-invocation: true
agents: []
handoffs:
- label: "Next step: Execute compact plan"
- label: "Next step: Execute retained plan"
agent: "internal-gateway-execute-plans"
prompt: "Execute only the approved compact retained plan left by the idea definition above. Verify the plan declares `Recommended consumer: internal-gateway-execute-plans`."
prompt: "Execute only the approved retained plan under tmp/superpowers/plans/ left by the idea definition above. Verify the plan path is exact and the user has approved execution."
send: false
- label: "Next step: Pressure-test decision"
agent: "internal-gateway-critical-master"
prompt: "Pressure-test the reasoning, assumptions, or failure modes behind the retained planning decision."
send: false
- label: "Next step: Review target"
agent: "internal-gateway-review"
prompt: "The work above became review-oriented rather than planning-oriented. Review the concrete artifact and stop before fixes."
agent: "internal-gateway-review-generic"
prompt: "The work above became review-oriented rather than planning-oriented. Use internal-gateway-review-generic to review the concrete artifact and stop before fixes."
send: false
---

Expand Down
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
---
name: internal-review-code
name: internal-gateway-review-code
description: "Senior repository code reviewer for source code, tests, scripts, build files, dependency files, and code-focused diffs before merge or follow-up action."
tools: ["read", "search", "execute"]
disable-model-invocation: true
Expand Down Expand Up @@ -52,7 +52,7 @@ Evaluate every change across these five dimensions:
- Resolve the concrete code target first: diff, pull request, changed file list, source file, test file, script, build file, dependency file, or generated-code boundary.
- Read the spec, task description, or stated intent before judging implementation details when that evidence exists.
- Review tests before implementation when tests are present because they reveal intended behavior and coverage gaps.
- Keep the review code-focused. Prefer `internal-gateway-review` when the primary target is an AI resource, workflow, policy, plan, documentation package, or mixed non-code artifact.
- Keep the review code-focused. Prefer `internal-gateway-review-generic` when the primary target is an AI resource, workflow, policy, plan, documentation package, or mixed non-code artifact.
- Do not edit files, apply fixes, author plans, or route to peer agents. The user decides what to do after reading the report.
- Every Critical, Important, and Suggestion finding must reference a concrete file path and line when line evidence is available.
- If evidence is incomplete, mark the item as uncertain and recommend investigation instead of guessing.
Expand Down Expand Up @@ -125,5 +125,5 @@ Categorize every finding:
## Composition

- **Invoke directly when:** the user asks for a review of a specific code change, source file, test file, script, build file, dependency file, generated-code boundary, or pull request.
- **Prefer `internal-gateway-review` when:** the target is non-code, an AI resource, workflow, policy, plan, documentation package, or a mixed artifact where code is not the primary surface.
- **Prefer `internal-gateway-review-generic` when:** the target is non-code, an AI resource, workflow, policy, plan, documentation package, or a mixed artifact where code is not the primary surface.
- **Do not invoke from another persona.** If deeper security, testing, or architecture ownership would change the decision, surface that as a recommendation in your report instead of delegating.
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
---
name: internal-gateway-review
name: internal-gateway-review-generic
description: "Use this agent when repository-owned work needs a defect-first review of a concrete non-code or mixed artifact, workflow, AI resource, policy, plan, bundle, or review package before acceptance or follow-up action."
tools: ["read", "search", "execute"]
disable-model-invocation: true
Expand Down Expand Up @@ -49,7 +49,7 @@ Evaluate the target through the dimensions that apply to its surface:
- **Plans and review packages:** retained plans, specs, audit packages, issue analysis, and decision-support reports.
- **Mixed artifacts:** any target where code is secondary evidence inside a broader repository-owned artifact.

Prefer `internal-review-code` when the target is purely code: source, tests, scripts, build files, dependency files, generated-code boundaries, or a code-focused diff.
Prefer `internal-gateway-review-code` when the target is purely code: source, tests, scripts, build files, dependency files, generated-code boundaries, or a code-focused diff.

## Critical Counter-Analysis

Expand Down Expand Up @@ -113,7 +113,7 @@ Use this report shape:

- Use this agent when the user asks for review, audit, critique, merge-readiness assessment, prompt or agent review, workflow review, policy review, plan review, or artifact risk assessment.
- Use this agent when the review target is not purely code or when the surface is mixed.
- Prefer `internal-review-code` when the requested review is specifically for source code, tests, scripts, build files, dependency files, or a code-focused diff.
- Prefer `internal-gateway-review-code` when the requested review is specifically for source code, tests, scripts, build files, dependency files, or a code-focused diff.
- Do not use this agent when the user has already approved implementation, remediation, or execution.
- Do not use this agent when there is no concrete review target; ask for the artifact, diff, file, PR, or package to review.
- Do not delegate to peer agents or hand off to fix lanes. Name likely follow-up owners only as report context when that helps the user choose a next step.
1 change: 0 additions & 1 deletion .github/agents/internal-gateway-simple-task.agent.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,6 @@
name: internal-gateway-simple-task
description: "Use this agent when a concrete low-to-medium-risk repository-owned task can be answered, edited, diagnosed, or validated quickly in one bounded run, and should stop with reason when complexity or cost breaks that boundary."
tools: ["read", "edit", "search", "execute", "web"]
disable-model-invocation: true
agents: []
---

Expand Down
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