Your Name fb9d91e510 Add adaptive, evidence-driven architecture upgrade: decision-loop orchestrator, action catalog, evidence-state handoffs, process quality, stop conditions
- Orchestrator: linear flow replaced by adaptive decision loop
  (UNDERSTAND→ESTIMATE→LOAD CONTEXT→CHOOSE ACTION→EXECUTE→VERIFY→RE-PLAN/STOP→LEARN)
- New sections: Task Complexity Estimation (ESTIMATE→EXECUTE→EXPAND),
  Action Catalog with 24 tool-card actions, Evidence-First State and Handoff
  Discipline (9-field state records, state separation, long-horizon persistence),
  Process Quality anti-patterns, Cost and Token Awareness, Stop Conditions,
  adaptive planning + failure recovery (7 failure types), lightweight quality gates
- All 13 agents preserved; 12 subagents gain role-adapted Evidence & Handoffs
  sections (evidence product, stop, escalation) after Repository Intelligence
- Repository Intelligence Bootstrap extended with Knowledge Lifecycle rules;
  .opencode structure unchanged (knowledge/state dirs intentionally not added)
- New docs: AGENT_ARCHITECTURE.md (full architecture incl. simple/complex
  execution traces, ownership table, weaknesses) and EVALUATION_SCENARIOS.md
  (12 runtime scenarios + scoring rubric)
- New test: scripts/test-agent-architecture.sh (16 structural checks)
- Validation: 16/16 architecture tests PASS, 11/11 bootstrap tests PASS,
  install 13/13 + permission verifier PASS, live config synced byte-identical
2026-09-07 12:53:30 -04:00

dev_agent_team

A distributable package of 13 opencode agent definitions plus a one-command installer, so the same agent team can be set up identically on any machine.

What this is

This repository packages a complete multi-agent team for opencode — 13 role-specialized agents that work as one system:

architect, builder, designer, detective, explorer, maintainer, orchestrator (primary), philosopher, reviewer, tester, toolsmith, workflow-architect, writer.

The agent definitions live in agents/ and are copied verbatim into your opencode config directory by scripts/install.sh. The installer is idempotent: re-running it is safe, and it backs up any pre-existing files it would overwrite into a timestamped folder under <target>/.backup/, keeping only the 5 most recent backup folders.

Repository Intelligence Bootstrap

The team includes a Repository Intelligence Bootstrap system: when the Orchestrator starts work on an unfamiliar repository, it automatically analyzes the repository and generates a local .opencode/ knowledge layer (context, architecture, build/test, conventions, deployment). Every agent then reads this pre-analyzed context instead of re-discovering repository fundamentals.

The bootstrap is idempotent, language-agnostic, and preserves manually enriched content. See docs/REPOSITORY_INTELLIGENCE.md for the full architecture.

Adaptive, Evidence-Driven Orchestration

The team is architected as a decision engine: the Orchestrator understands the task, estimates complexity, loads repository intelligence, chooses the next best action from an explicit action catalog, verifies outcomes independently, re-plans when evidence changes, and stops when sufficiently verified. Every agent produces structured evidence-state records and knows when to stop and escalate.

See docs/AGENT_ARCHITECTURE.md for the full architecture, and docs/EVALUATION_SCENARIOS.md for the 12 runtime evaluation scenarios used to measure the team's own quality.

Repository layout

dev_agent_team/
├── README.md                          # this file
├── .gitignore
├── agents/                            # the 13 agent definitions (*.md)
├── scripts/
│   ├── install.sh                     # one-command installer
│   ├── repo-bootstrap.sh              # repository intelligence bootstrap tool
│   ├── test-repo-bootstrap.sh         # test suite for the bootstrap
│   ├── test-agent-architecture.sh     # structural tests for the agent architecture
│   └── verify-permission-patterns.sh  # permission engine verifier
└── docs/
    ├── PROMPT_INSTALL.md              # paste-ready prompt for installing from inside opencode
    ├── REPOSITORY_INTELLIGENCE.md     # bootstrap architecture documentation
    ├── AGENT_ARCHITECTURE.md          # adaptive/evidence-driven architecture documentation
    └── EVALUATION_SCENARIOS.md        # runtime evaluation scenarios for the team itself

Quickstart

git clone git@gitea.skink-platy.ts.net:admin/dev_agent_team.git
cd dev_agent_team
./scripts/install.sh

To install somewhere other than the default location:

OPENCODE_AGENTS_DIR=/path/to/opencode/agents ./scripts/install.sh

Repository bootstrap

After installing the agents, the bootstrap tool is available at scripts/repo-bootstrap.sh. From inside any target repository:

# Check freshness (exit 0=fresh, 1=stale/missing)
repo-bootstrap.sh status

# Create/update .opencode/ knowledge layer
repo-bootstrap.sh bootstrap

# Force regenerate generated files
repo-bootstrap.sh refresh

Run bash scripts/test-repo-bootstrap.sh to verify bootstrap behavior (11 tests covering all 10 acceptance criteria).

Run bash scripts/test-agent-architecture.sh to verify the agent architecture contains the required adaptive/evidence-driven elements (16 structural tests).

Manual install alternative

Prefer to do it yourself? A plain copy achieves the same result:

mkdir -p ~/.config/opencode/agents
cp -p agents/*.md ~/.config/opencode/agents/

(You will not get the automatic backup of pre-existing files that scripts/install.sh provides.)

Prompt-based install

Already inside an opencode session? Copy a ready-made prompt that instructs the primary agent to clone this repo, run the installer, and verify the result: see docs/PROMPT_INSTALL.md.

Requirements

  • opencode installed (needed to actually use the agents)
  • bash and coreutils (cp, mkdir, date, sha256sum or cksum)
  • SSH access to the gitea host for cloning (or an HTTPS remote, if mirrored)

Verification

After installing:

  1. Restart any running opencode sessions so they pick up the new agents.

  2. Run:

    opencode agent list
    
  3. You should see exactly 13 agents: architect, builder, designer, detective, explorer, maintainer, orchestrator, philosopher, reviewer, tester, toolsmith, workflow-architect, writer.

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