npx claudepluginhub littlelingo/context-engineAgentic orchestration framework for Claude Code. Agent Teams, subagents, progressive-disclosure skills, hooks, checkpoints, knowledge layer, and metrics.
littlelingoAn agentic orchestration framework for Claude Code. Structured workflows with explicit phase hand-offs, Agent Teams for parallel execution, 23 progressive-disclosure skills, persistent project knowledge, enforced safety hooks, and auto-learning from every session.
Context is the bottleneck, not intelligence. Skills load domain expertise on-demand.
v0.1.7 | MIT License
./install.sh /path/to/your/project
cd /path/to/your/project
claude
/init # auto-detect project, populate .context/
/research [feature] # begin first feature
# Install plugin
claude plugin add --path ./dist/context-engine-plugin
# In any project:
/context-engine:init
See docs/PLUGIN.md for the full plugin distribution guide.
/init ──> /adapt ──> /research ──> /planner ──> /implement ──> /validate ──> commit/PR
(once) (optional) researcher planner Agent Team Agent Team
subagent subagent or subagent or subagent
│ │ │ │
NOTES.md PRP.md Code + Tests Learnings
│ captured
[/clear + /resume between phases as needed]
Each command ends with the exact next command to run. Hand-offs are explicit. Commands choose Agent Teams or subagents automatically based on task complexity.
commands/ 21 user-facing commands (slash commands)
agents/ 6 agent role definitions
skills/ 23 progressive-disclosure skills (loaded on-demand)
hooks/ 11 enforcement scripts + hooks.json
.claude/
agent-memory/ Per-role persistent memory
instructions/ Shared framework instructions (5 files)
.context/
architecture/ OVERVIEW.md, TECH_STACK.md, DIRECTORY_MAP.md
features/ FEATURES.md + per-feature NOTES.md and PRP.md
patterns/ CODE_PATTERNS.md, ANTI_PATTERNS.md
decisions/ Architecture Decision Records (ADR-NNN.md)
errors/ INDEX.md + detail/ for complex errors
knowledge/ LEARNINGS.md + libraries/ + stack/ + dependencies/
checkpoints/ MANIFEST.md + CP-NNN snapshots
metrics/ HEALTH.md (velocity, errors, knowledge, agents, context)
templates/ PRP and NOTES templates
docs/ PLUGIN.md, CHEATSHEET.md, WALKTHROUGH.md
dist/ Built plugin output
| Command | Phase | Purpose |
|---|---|---|
/init | Setup | Bootstrap .context/, detect tech stack |
/adapt | Setup | Context-aware research for new projects |
/research [topic] | 1 | Explore codebase, produce NOTES.md |
/planner [notes] | 2 | Create PRP with testing strategy |
/implement [PRP] | 3 | Execute PRP steps (Agent Team or subagent) |
/validate [PRP] | 4 | Review, simplify, capture learnings, ship prompt |
| Command | Purpose |
|---|---|
/plan-quick [task] | Quick plan + implement for small tasks |
/debug [error] | Diagnose and fix bugs |
/refactor [goal] | Restructure code with safety checks |
/security-review | Standalone security review |
/simplify | Dead code, duplication, over-abstraction pass |
/status | Project briefing (add onboard for extended version) |
/resume | Reload state after /clear or new session |
/cancel | Abandon a feature in progress |
| Command | Purpose |
|---|---|
/learn [insight] | Route knowledge to deep reference layer |
/knowledge | Browse, search, promote knowledge base |
/checkpoint [action] | Create, list, rollback hybrid checkpoints |
/health [action] | Metrics dashboard with deep-dive modes |
/update-arch | Refresh architecture docs |
/create-skill | Create a new skill |
/update-skill | Update an existing skill |
Two modes. Commands pick automatically based on complexity.
Used by /implement, /validate, /debug, /refactor when work has 3+ parallel tracks. Teammates work independently on owned files, communicate directly, and coordinate via shared task list with dependency ordering.
Used by /research, /planner, and as fallback for small tasks. Single specialist works in isolated context, returns a summary.