FullStack-Pilot
AGENTS.md2 starsChanged 4 months agoMITView on GitHub
Minimal Codex-compatible config for the AgenticPawan/FullStack-Pilot plugin. Full agent definitions, skill load maps, and routing rules live in AGENTS.md at the repo root. This plugin governs Angular, .NET/ASP.NET Core, SQL Server/EF Core, and Azure/Bicep projects. All commands are prefixed fsp-. All agents are prefixed @<stack>- or @fsp-. Before reading source files for documentation or API surface questions, use: 1. microsoftdocssearch — quick structured lookup in official docs 2. microsoftcodesamplesearch — official code examples 3. microsoftdocs_fetch — full page fetch when…
- Deletes or force-pushes
- Commits and pushes
We split this AGENTS.md into the rules it gives an agent
2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 9
All commands are prefixed fsp-.
- Distinctive: line 71
Before reading source files for documentation or API surface questions, use:
≈ “Common” is an estimate: at least 1 in 5 of the 36,368 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
FullStack Pilot — Codex Agent Config
Minimal Codex-compatible config for the AgenticPawan/FullStack-Pilot plugin. Full agent definitions, skill load maps, and routing rules live in
AGENTS.mdat the repo root.
Stack Coverage
This plugin governs Angular, .NET/ASP.NET Core, SQL Server/EF Core, and Azure/Bicep projects.
All commands are prefixed fsp-. All agents are prefixed @<stack>- or @fsp-.
Agent Roster (by intent)
| When you need to… | Route to |
| Review a multi-layer diff | @fullstack-reviewer |
| Fix after a multi-layer review | @fullstack-implementor |
| Triage a production symptom | @fullstack-support |
| Write an Angular component or service | @angular-implementor |
| Review Angular/TypeScript diff | @angular-reviewer |
| Debug a browser or RxJS issue | @angular-support |
| Write or fix C#/ASP.NET Core code | @dotnet-implementor |
| Review .NET diff | @dotnet-reviewer |
| Debug an API or startup exception | @dotnet-support |
| Write an EF Core migration or query | @sql-implementor |
| Review a migration or schema diff | @sql-reviewer |
| Debug a slow query or deadlock | @sql-support |
| Write or fix Bicep / GitHub Actions | @infra-implementor |
| Review infrastructure diff | @infra-reviewer |
| Debug a deployment or scaling issue | @infra-support |
| Turn a feature ask into a spec | @fsp-analyst |
| Design or assess architecture | @fsp-architect |
| Scout a codebase region cheaply | @fsp-scout |
| Run QA against acceptance criteria | @fsp-qa |
Core Skills (loaded by agents automatically)
pilot-core:stack-detection— identifies which stacks are presentpilot-core:project-instincts— three-tier learning (instincts / corrections / discoveries)pilot-core:session-handoff— writes.claude/handoff.mdat session endpilot-core:quality-gate— 7-phase build/test/security/migration gatepilot-core:stack-health— A–F graded health report (6 dimensions)pilot-core:convention-learner— captures codebase-specific conventionspilot-core:mcp-discovery— surfaces relevant MCP tools for the task
Key Commands
| Command | Purpose |
/fsp-init | Detect stacks, write stack-profile.json, scaffold baseline |
/fsp-bootstrap | Scaffold governance baselines before feature work |
/fsp-audit | Run security and governance audit |
/fsp-fix | Apply remediation from audit findings |
/fsp-learn | Capture conventions into knowledge/conventions.md |
/fsp-build | Full 8-step build pipeline (analyst → architect → implement → QA) |
/fsp-architect | Architecture assessment or planning only |
/fsp-verify | 7-phase quality gate before PR |
/fsp-health | A–F graded stack health report |
/fsp-checkpoint | Save session state and write handoff note |
Hard Rules (enforced by hooks in pilot-core)
- No hardcoded secrets — blocked at write time by
secret-guard.js - No dangerous SQL/Azure patterns — blocked by
dangerous-patterns.js - No
git push --forceorgit reset --hard— blocked bybash-guard.js - No
new HttpClient(),async void,DateTime.Now— warned byantipattern-guard.js - No Angular
[innerHTML]without DomSanitizer — blocked viadangerous-patterns.json - Autonomous loops capped at 10 iterations — agent must write
.claude/loop-stopped.mdand stop
MCP-First Principle
Before reading source files for documentation or API surface questions, use:
microsoft_docs_search— quick structured lookup in official docsmicrosoft_code_sample_search— official code examplesmicrosoft_docs_fetch— full page fetch when search is insufficient
Pipeline Artifacts
Agents hand off via files under .claude/pilot/ — never by pasting content into chat:
| Path | Written by |
.claude/pilot/stack-profile.json | @fsp-init / stack-detection skill |
.claude/pilot/context/<scope>.md | @fsp-scout |
.claude/pilot/specs/<feature>.md | @fsp-analyst |
.claude/pilot/architecture/ASSESSMENT.md | @fsp-architect |
.claude/pilot/builds/<feature>/PLAN.md | @fsp-architect plan mode |
.claude/pilot/builds/<feature>/QA-REPORT.md | @fsp-qa |
.claude/pilot/audit/findings.json | /fsp-audit |
.claude/handoff.md | session-handoff skill / /fsp-checkpoint |
Knowledge Base
plugins/pilot-core/knowledge/stack-antipatterns.md— multi-stack antipatterns (ANG-, NET-, SQL-, AZR-)plugins/pilot-core/knowledge/stack-packages.md— vetted packages for all stacksplugins/pilot-core/knowledge/decisions/— ADRs (ADR-001 through ADR-005).claude/pilot/knowledge/conventions.md— project-specific conventions captured by/fsp-learn
Install
/plugin marketplace add AgenticPawan/FullStack-PilotSee AGENTS.md at the repo root for full routing logic, model assignments, and conflict resolution rules.
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 28,693 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository3 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .cursor/rules/fullstack-pilot-rules.mdCursor rule
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

