// free apache-2.0 open core

Stop paying agents to rediscover your repo.

.knowledge by Pro2Pilot gives Codex, Claude Code, OpenCode and custom agents a local control plane for the repository: one first-read routing bundle, trust and freshness status, repair queue, scoped local search, source-of-truth rules and a Visual Inspector.

Synthetic SaaS-shape fixture

14 orientation files → 1 routing bundle ~22% less first-orientation context

The expensive part is what happens after: repeated repo crawls, stale-summary fixes, and wrong-file loops.

Different agents, same repo. Shared project memory without forcing them into one chat thread.

Open on GitHub Join Inspector waitlist View docs →

routing bundle trust + freshness repair queue local search scopes source-of-truth order multi-agent workflow visual inspector local-first, no telemetry no required cloud

local release repo://.knowledge

Command strip agent onboarding

$ Read .knowledge/Quick-Start.md
$ node .knowledge/tools/flow.js release --no-color
[ ok ] routing
[ ok ] trust
[ ok ] inspector
[ ok ] doctor 93/100

routing_bundle.json first read

read first: routing_bundle.json
trust: suspect / trusted / advisory
recheck: source + tests
repair: repair_queue.json

Visual Inspector 1 repair item

doctor 93 healthy

suspect Verify runtime summary with evidence owner: unassigned

trusted stale suspect

// problem

AI coding agents start cold every time.

Without a local knowledge layer, agents burn context rediscovering the repo, trust stale notes, miss critical paths, and lose handoff state between sessions.

Chat history disappears

Session memory is not a durable project layer.

Repo docs drift

Old summaries can sound current while code has moved on.

RAG chunks can stale

Retrieved context needs explicit trust and freshness rules.

Handoff context breaks

Multiple agents need shared state that survives the session.

Risk stays invisible

Teams cannot see which modules are trusted, suspect, or stale.

// solution

A local control plane inside your repository.

.knowledge turns project memory into files an agent can inspect, verify, and refresh. Source code and tests remain the source of truth; knowledge helps the agent route, check trust, and avoid starting from zero.

routing

Routing Bundle

One first-read file tells agents where to go next.

trust

Trust + Freshness

Stale or low-confidence knowledge is marked before use.

repair

Repair Queue

Knowledge debt becomes visible work.

graph

Wiki Graph

Notes become linked, navigable project context.

checks

Doctor + Metrics

Health, token estimates, PR summary, and release evidence.

agents

Agent Integrations

Codex, Claude Code, OpenCode, and custom entrypoints.

// how it works

Install → agent reads Quick-Start → release flow → Inspector.

01Install

Unzip .knowledge into the repo root.

02Onboard

The agent executes Quick-Start.md.

03Release

Health, search, metrics, and Inspector are refreshed.

04Inspect

Open the local Visual Inspector and repair queue.

unzip .knowledge.zip
# Tell your agent:
# Read .knowledge/Quick-Start.md and execute it for this repository.

node .knowledge/tools/flow.js release --no-color
open .knowledge/inspector/index.html

// metrics

Measured as an orientation layer, not magic.

Numbers below are order-of-magnitude estimates from one local estimator, not tokenizer-verified production benchmarks.

Baseline orientation

~14 files · ~3,100 tokens

.knowledge orientation

1 bundle · ~2,400 tokens

Estimated reduction

~22%

Doctor

healthy 90–93

Flow

~1–3s · 13 steps

Inspector

self-contained local HTML

// inspector teaser

See the trust layer, not just the files.

The open core includes a static local Inspector. Pro2Pilot Inspector adds the paid visual workflow layer: graph filters, repair queue boards, PR impact, policy packs, and team dashboards.

Join waitlist View Inspector →

static local inspector included

Health

Trust buckets

Repair queue

Wiki graph

// open core vs paid layer

Open core. Paid visual workflow layer.

The local standard stays open. Paid Pro2Pilot products focus on visual workflows, team operations, policy packs, and support.

Free and paid boundaries.
Layer	Access
.knowledge core	Free, Apache-2.0
Static local Inspector baseline	Included with core
Pro2Pilot Inspector Pro	Paid commercial layer
Policy Packs Pro	Paid add-on
Team dashboards	Paid subscription

// team fit

For teams that already use AI coding agents.

Keep your agents

Codex, Claude Code, OpenCode, and custom workflows can share the same local layer.

Keep knowledge in repo

Project context lives beside the code and can be reviewed.

Keep cloud optional

Core runs locally with no required hosted service.

Make repair visible

Trust, freshness, and repair work stop hiding in raw files.

// inspector waitlist

Build on the open core with Pro2Pilot Inspector.

Get early access to the paid visual layer for .knowledge: interactive trust graph, repair queue, critical-path explorer, PR impact, policy packs, and team dashboards.