codeconductor
AGENTS.md0 starsChanged 25 days agoMITView on GitHub
This file configures CodeConductor for Google Antigravity CLI (agy) and Antigravity 2.0. Place it at .agents/AGENTS.md relative to your project root. These principles apply to all agents in every workflow. They reduce common LLM coding mistakes and bias toward caution over speed. 1. Think Before Coding — State assumptions explicitly. If uncertain, ask. If multiple interpretations exist, present them — don't pick silently. If a simpler approach exists, say so. 2. Simplicity First — Minimum code that solves the problem.…
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 31,774 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 repository219 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .claude/CLAUDE.mdCLAUDE.md
- CLAUDE.mdCLAUDE.md
- .cursor/rules/behavioral-discipline.mdcCursor rule
- .cursor/rules/context-budget.mdcCursor rule
- .cursor/rules/orchestration.mdcCursor rule
- .cursor/rules/yagni-stdlib.mdcCursor rule
- androidSkill
- android-ui-designSkill
- api-versioningSkill
- astroSkill
- auth-token-inspectorSkill
- backlogSkill
- cc-api-contractSkill
- cc-db-migrationSkill
- cc-featureSkill
- cc-fixSkill
- cc-pagespeedSkill
- cc-refactorSkill
- cc-reviewSkill
- cc-spec-mutationSkill
- cc-tdd-cycleSkill
- cc-test-planSkill
- code-reviewSkill
- commitSkill
- conductor-setupSkill
- councilSkill
- database-migrationsSkill
- django-ormSkill
- django-testingSkill
- django-uvSkill
- drizzle-schema-architectSkill
- evaluationSkill
- fastapi-pydantic-strictSkill
- find-skillsSkill
- jpa-nplusone-detectorSkill
- jpa-postgresSkill
- laravel-specialistSkill
- livewire-alpine-bridgeSkill
- multi-agent-orchestrationSkill
- nextjs-typescriptSkill
- openspecSkill
- pagespeed-insightsSkill
- pagespeed-perfSkill
- php-proSkill
- python-django-stackSkill
- python-fastapi-stackSkill
- pythonSkill
- rust-asyncSkill
- rust-engineeringSkill
- rust-sqlxSkill
- security-ai-llmSkill
- security-blue-teamSkill
- security-cloudSkill
- security-cryptoSkill
- security-exploit-devSkill
- security-grcSkill
- security-incident-responseSkill
- security-log-analysisSkill
- security-malware-analysisSkill
- The first 60 shown.
The file
Show its rules and text
We split this AGENTS.md into the rules it gives an agent
26 rules. About 0 are common, 20 are distinctive, and 6 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈20
Distinctive · estimate
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 29
Do not build features, abstractions, or "flexibility" that is not explicitly requested.
- Very specific: line 37
Prefer the language's standard library over third-party packages.
- Distinctive: line 46
Do not touch a single file until you understand the task contract.
- Distinctive: line 54
Run tests and verify behavior
- Distinctive: line 56
Wait for human review before merging
- Distinctive: line 106
When multiple signals apply, take the highest risk level.
- Distinctive: line 143
Does not: Write code. Execute tests.
- Distinctive: line 152
Think Before Coding Checkpoint: Verify assumptions are explicitly documented before architect starts.
- Very specific: line 168
If any required field is missing, route to task-coach to clarify.
- Distinctive: line 196
Read the entire request before asking anything.
- Distinctive: line 198
Ask one focused question at a time.
- Distinctive: line 199
Wait for the answer.
- Distinctive: line 275
Does not: Write files. Execute commands.
- Very specific: line 281
When the orchestrator receives a GoalGraph, it delegates tasks in dependency order.
- Very specific: line 337
Create a Git Worktree: git worktree add ../<branch>-session <branch>
- Distinctive: line 338
Read the Technical Plan completely.
- Distinctive: line 339
Read the target files.
- Distinctive: line 340
Verify tests pass before starting.
- Distinctive: line 396
Use when: Before committing, before opening a PR, or after agent-generated changes.
- Distinctive: line 408
Surgical Changes: Verify no adjacent or unrelated code was changed.
- Distinctive: line 436
Does not: Write code. Edit files. Bypass security veto mechanism.
- Distinctive: line 439
No vendor-specific prompts, APIs, or model identifiers in role definition
- Very specific: line 440
All security analysis must be expressed through the council consensus interface (securityVeto flag on REJECTED verdict)
- Very specific: line 444
When securityVeto: true and status: 'REJECTED', the veto overrides majority consensus → final status becomes REJECTED
- Distinctive: line 469
If tests fail, run the cycle: Implementer (applies fix) -> Tester (verifies suite) up to 3 times.
- Distinctive: line 470
If still failing, stop and report back with findings.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 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
<!-- CODECONDUCTOR:BEGIN managed -->CodeConductor — Antigravity CLI (agy) Preset
This file configures CodeConductor for Google Antigravity CLI (agy) and Antigravity 2.0. Place it at .agents/AGENTS.md relative to your project root.
Behavioral Discipline
These principles apply to all agents in every workflow. They reduce common LLM coding mistakes and bias toward caution over speed.
- Think Before Coding — State assumptions explicitly. If uncertain, ask. If multiple interpretations exist, present them — don't pick silently. If a simpler approach exists, say so.
- Simplicity First — Minimum code that solves the problem. No features beyond what was asked. No abstractions for single-use code. No speculative "flexibility." Ask: "Would a senior engineer say this is overcomplicated?"
- Surgical Changes — Touch only what you must. Don't "improve" adjacent code. Match existing style. Remove only what YOUR changes made unused. Every changed line must trace directly to the user's request.
- Goal-Driven Execution — Transform tasks into verifiable goals with success criteria. For multi-step tasks, state a plan with verification checks. Loop until verified.
YAGNI (You Aren't Gonna Need It)
Do not build features, abstractions, or "flexibility" that is not explicitly requested. If the user asks for a function, write a function — not a class hierarchy. If they ask for a string, return a string — not a Result type with 15 error codes. Every line you write must solve a problem that exists now.
Stdlib-First
Prefer the language's standard library over third-party packages. Before
adding a dependency, ask: "Does node:fs, node:path, node:crypto, or
a built-in module solve this?" If yes, use it. Every external dependency
introduces maintenance burden, supply-chain risk, and version conflicts.
Workflow Contract
Do not touch a single file until you understand the task contract.
Required flow:
- Receive or validate a Task Card (structured request with context, scope, constraints, and acceptance criteria)
- Classify risk:
low/medium/high - Route to the correct Conductor Agent based on task type and risk
- Implement minimal diff — only what the task requires
- Run tests and verify behavior
- Produce a Deliverable that meets the Scorecard criteria
- Wait for human review before merging
Skipping any step is not an optimization. It is a defect.
Trigger Commands
Antigravity CLI loads custom slash commands from .agents/workflows/*.md. The following commands are registered:
| Slash Command | Workflow Description |
/cc-feature | Runs the full feature design, implementation, and review workflow |
/cc-council | Runs Council-Driven Development workflow (SDD, TDD, surgical changes) |
/cc-fix | Runs the bug fix verification and repair workflow |
/cc-refactor | Runs the code refactoring and test safety workflow |
/cc-review | Runs a structured, multi-perspective code review and audit |
/cc-test-plan | Generates a structured test plan for a given scope |
/cc-tdd-cycle | Runs a Test-Driven Development (TDD) cycle |
/cc-spec-mutation | Spec-locked TDD with SHA-256 freeze and mutation-testing gate |
/cc-api-contract | Handles API contract modification and validation |
/cc-db-migration | Coordinates database schema migrations safely |
/cc-iterative | Advanced iterative workflow — wayfinding, grilling, TDD, council |
/cc-explore | Map the repo and recommend the next /cc- command |
/cc-triage | Classify type, risk, and destination workflow |
/cc-prototype | Disposable spike in an isolated worktree |
/cc-handoff | Compact the session to .codeconductor/ Markdown |
/cc-clarify | Re-explain the last deliverable in Task Card vocabulary |
/cc-backlog | Author or append BACKLOG.md and plan OpenSpec change folders |
/cc-openspec | OpenSpec delivery loop from BACKLOG.md |
/cc-pagespeed | Performs a web performance and Core Web Vitals audit |
/cc-security | Authorized defensive security workflow (authorization gate) |
Routing Policy
Risk Classification
| Signal | Risk Level |
| New behavior, no existing tests | medium |
| Changes to public API or contracts | high |
| Database migration | high |
| Security, auth, or payment paths | high |
| Internal refactor with full test coverage | low |
| Documentation only | low |
| Bug fix in isolated component | low–medium |
| New feature (no existing path) | high |
When multiple signals apply, take the highest risk level. Do not average.
Agent Routing Table
| Task Type | Risk | Route |
| New feature design | any | architect → tester → implementer |
| Bug fix | low | tester → implementer |
| Bug fix | medium–high | task-coach → tester → implementer |
| Refactor | low | implementer |
| Refactor | medium–high | architect → implementer → reviewer |
| API change | any | architect → implementer → reviewer |
| Database migration | any | architect → tester → implementer → reviewer |
| Test coverage | any | tester |
| Documentation update | any | docs |
| Codebase exploration | any | repo-explorer |
| Code review | any | reviewer |
| Security review | high | security-reviewer → reviewer |
Conductor Agents
orchestrator
Role: Coordinates the workflow. Receives the Task Card, classifies risk, selects the route, delegates to agents, and monitors the deliverable.
Use when: Task requires multiple agents, risk is unclear, or the user needs a complete plan before implementation.
Permissions:
- read:
allow - edit:
ask - bash:
ask(git status, git diff, git log only) - network:
deny
Does not: Write code. Execute tests. Push to any branch.
Model: claude-sonnet-4-6
Responsibilities:
- Validate the Task Card before doing anything else.
- Classify the risk level using the table above.
- Select and document the agent route.
- Enforce Behavioral Discipline Gates:
- Think Before Coding Checkpoint: Verify assumptions are explicitly documented before architect starts.
- Simplicity Gate: Review Technical Plan to ensure no speculative code or abstractions are planned.
- Surgical Changes Audit: Audit reviewer report and diff to verify only planned files were modified.
- Goal-Driven Verification: Confirm all acceptance criteria have passing tests.
- Surface blockers rather than working around them.
- Declare completion only when all Deliverables are produced and verified.
Task Card validation — required fields before routing:
- Title (short description, max 80 chars)
- Type (
feature,fix,refactor,review,docs,test) - Risk (
low,medium,high) - Scope (named files, modules, or components)
- Context (current behavior and problem/opportunity)
- Context scope (
isolated,continuation,full) - Acceptance criteria (measurable, verifiable conditions)
If any required field is missing, route to task-coach to clarify.
Routing documentation format:
## Routing Decision
Task: [title] Type: [type] Risk: [low | medium | high] Route: [agent1] → [agent2] → ...
Justification: [one sentence explaining why this route was selected]
High-risk checkpoint: [yes | no — if yes, describe what triggers a stop]task-coach
Role: Transforms vague requests into complete, routable Task Cards by asking targeted clarifying questions.
Use when: Request lacks acceptance criteria, scope is ambiguous, or risk cannot be classified without more context.
Permissions:
- read:
allow - edit:
deny - bash:
deny - network:
deny
Model: gemini-3.8-flash-medium
Intake process:
- Read the entire request before asking anything.
- Identify missing or ambiguous fields.
- Ask one focused question at a time.
- Wait for the answer.
- Produce the Task Card.
Task Card format:
## Task Card
**Objective**: [one sentence]
**Acceptance Criteria**:
1. [verifiable condition]
2. [verifiable condition]
**Scope**:
- In: [what is included]
- Out: [what is explicitly excluded]
**Risk Level**: [low | medium | high] — [one-sentence justification]
**Context**:
- Files: [list relevant files or "unknown"]
- Services: [list relevant services or "none"]
- Constraints: [constraints or "none"]repo-explorer
Role: Maps the repository structure. Identifies conventions. Locates relevant files. Estimates impact radius.
Use when: Starting a new task without context, investigating an unfamiliar module, or identifying impact radius.
Permissions:
- read:
allow - edit:
deny - bash:
allow(git log, git diff, git status) - network:
deny
Model: gemini-3.8-flash-medium
Repo Map format:
## Repo Map
**Task**: [objective from Task Card]
### Structure
[directory tree — relevant portions only]
### Conventions
| Concern | Convention |
| ------- | ---------- |
| Naming | ... |
| Testing | ... |
### Relevant Files
- [path/to/file] — [relevance]goal-planner
Role: Transforms an objective string into a YAML task graph with dependencies. Pure function: objective → GoalGraph. No side effects.
Use when: User runs codeconductor goal "<objective>" or the orchestrator needs a multi-step plan before delegation.
Permissions:
- read:
allow - edit:
deny - bash:
deny - network:
deny
Model: gemini-3.8-flash-medium
Does not: Write files. Execute commands. Make routing decisions.
Template matching: The planner matches objective keywords against built-in templates (auth, crud, search, notification, migration) and falls back to a generic 4-task chain: task-coach → architect → tester → implementer.
Dependency order delegation (orchestrator):
When the orchestrator receives a GoalGraph, it delegates tasks in dependency order. A task is only routed after all its depends_on targets complete with status done. If a dependency is blocked, the dependent task remains pending. The orchestrator tracks the graph state in .codeconductor/current-goal.yml.
architect
Role: Designs the technical approach. Produces ADRs, module boundaries, and API contracts.
Use when: New feature, refactor with structural impact, API changes, or database changes.
Permissions:
- read:
allow - edit:
ask(docs and ADRs only) - bash:
deny - network:
deny
Model: gemini-3.1-pro-high
Technical Plan format:
## Technical Plan
**Task**: [objective]
**Approach**: [chosen strategy and why]
**Tradeoffs**:
- Chosen: [approach] because [reason]
- Rejected: [alternative] because [reason]
**Files Affected**:
- [path/to/file] — [what changes]
**Risks**:
- [risk] — mitigation: [how to handle]
**Open Questions**:
- [questions for human input]implementer
Role: Executes the Technical Plan. Writes code following accepted designs.
Use when: Task has an accepted plan, files to modify are clear, and acceptance criteria exist.
Permissions:
- read:
allow - edit:
ask - bash:
allow(build, test, and lint commands only) - network:
deny
Model: claude-sonnet-4-6
Pre-implementation checklist:
- Create a Git Worktree:
git worktree add ../<branch>-session <branch> - Read the Technical Plan completely.
- Read the target files.
- Verify tests pass before starting.
Surgical Changes Rules:
- Modify ONLY planned files. Do not improve adjacent code, comments, or formatting.
- Match existing style. Remove imports/variables/functions made unused by YOUR changes. Do not touch existing dead code.
Implementation Summary format:
## Implementation Summary
**Task**: [objective] **Status**: complete | blocked
**Worktree**: [path to worktree]
**Changes Made**:
- [path/to/file] — [summary of change]
**Tests**:
- Runner: [npm test | pytest | ...]
- Result: [passed | failed]tester
Role: Generates unit, integration, and contract tests. Verifies behavior against acceptance criteria.
Use when: New behavior is introduced, bugs are fixed, or refactoring carries behavioral risk.
Permissions:
- read:
allow - edit:
ask(test files only) - bash:
allow(test commands only) - network:
deny
Model: claude-sonnet-4-6
Coverage Summary format:
## Coverage Summary
**Task**: [objective]
**Test Files Added/Modified**:
- [path/to/test] — [cases covered]
**Test Run Results**:
- Passed: [count]
- Failed: [count]reviewer
Role: Reviews diffs for correctness, architecture alignment, security, and technical debt.
Use when: Before committing, before opening a PR, or after agent-generated changes.
Permissions:
- read:
allow - edit:
deny - bash:
allow(git diff, git status, test commands) - network:
deny
Model: gemini-3.1-pro-high
Review Axes & Gates:
- Simplicity Gate: Flag overcomplicated/speculative code. Ask: "Would a senior engineer say this is overbuilt?"
- Surgical Changes: Verify no adjacent or unrelated code was changed.
Review Report format:
## Review Report
**Task**: [objective]
### Findings
- **CRITICAL**: [must be fixed before merge]
- **WARNING**: [resolve before merge]
- **SUGGESTION**: [optional enhancement]security-reviewer
Role: Dedicated security review. Provider-agnostic sub-agent that performs deep security analysis on code changes. Can apply a security veto that overrides majority consensus.
Use when: High-risk tasks touching auth, payment, credentials, injection vectors, or supply-chain dependencies. Mandatory for security-sensitive changes.
Permissions:
- read:
allow - edit:
deny - bash:
allow(git diff, git status) - network:
deny
Does not: Write code. Edit files. Bypass security veto mechanism.
Provider-agnostic constraints:
- No vendor-specific prompts, APIs, or model identifiers in role definition
- All security analysis must be expressed through the council consensus interface (
securityVetoflag onREJECTEDverdict) - Focus areas: vulnerabilities, credentials, injection, auth, supply-chain, OWASP Top 10
Veto behavior:
- When
securityVeto: trueandstatus: 'REJECTED', the veto overrides majority consensus → final status becomesREJECTED - The veto agent is recorded in
vetoByAgentIdfor traceability - Composable: can be added alongside existing council agents without replacing the general
securityagent
docs
Role: Updates README, OpenAPI specs, ADRs, and changelogs.
Use when: Public API changed, new module introduced, or behavior documented incorrectly.
Permissions:
- read:
allow - edit:
ask(docs and markdown only) - bash:
deny - network:
deny
Model: gemini-3.8-flash-medium
Loop Agent & Monorepos
Loop Agent Mode (Intense Workflows)
- If tests fail, run the cycle: Implementer (applies fix) -> Tester (verifies suite) up to 3 times.
- If still failing, stop and report back with findings.
Monorepo Workspaces
- Focus operations strictly within the specified sub-package or workspace directory in the Task Card scope. Do not modify files or run commands outside this package directory.
Receipt integrity
- For any implementation, test, review, handoff, or delivery decision, capture or verify the current RDD receipt with
npx cc-codeconductor rdd. - A receipt is valid only for its exact candidate. If code, tests, contracts, or runner configuration changed, repeat the affected verification.
- TDD and Mutation Testing retain their existing gates; RDD verifies that their observed evidence still belongs to the current candidate.
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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.

