Profile Dreamer

Name: Profile Dreamer
Author: yinjialu

yinjialu/context-harness

1 installs
3 repo stars
Updated July 5, 2026
yinjialu/context-harness

Reviews archived context-harness conversations and proposes durable memory/profile updates for user confirmation before writing them.

About

Reads context-harness conversation archives and extracts durable signals (preferences, projects, working style) into a reviewable add/update/deprecate proposal. A developer uses it to refresh their personal memory/profile from past agent conversations.

Groups proposed changes by add/update/strengthen/deprecate
Waits for confirmation before writing memory files

Profile Dreamer by the numbers

1 all-time installs (skills.sh)
Ranked #2,479 of 3,282 Productivity & Planning skills by installs in the Skillselion catalog
Data as of Jul 8, 2026 (Skillselion catalog sync)

npx skills add https://github.com/yinjialu/context-harness --skill profile-dreamer

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Installs	1
repo stars	★ 3
Last updated	July 5, 2026
Repository	yinjialu/context-harness ↗

What it does

Reviews archived context-harness conversations and proposes durable memory/profile updates for user confirmation before writing them.

Files

SKILL.mdMarkdownGitHub ↗

Profile Dreamer

Use this skill to review archived conversations and propose memory/profile updates. The skill can bootstrap the CLI runtime even when only the skill was installed.

Runtime Bootstrap

Before using local context-harness files or commands, execute the bundled bootstrap script from this skill directory:

runtime_dir="$(bash scripts/bootstrap.sh)"
cd "$runtime_dir"

The script clones or updates the runtime repository at ~/.local/share/context-harness by default, checks out v0.1.7, and runs uv sync.

Overrides:

CONTEXT_HARNESS_RUNTIME_DIR: custom runtime checkout path.
CONTEXT_HARNESS_REPO_URL: custom fork URL.
CONTEXT_HARNESS_REF: custom branch, tag, or commit.
CONTEXT_HARNESS_BOOTSTRAP_SKIP_UPDATE=1: skip fetch/pull.

Workflow

1. Run the Runtime Bootstrap steps above so the local CLI/templates are available. 2. Resolve the context home from CONTEXT_HARNESS_HOME, the user's explicit path, or ~/.context-harness. 3. Read:

state/dream-state.json
global-claude.md
memory/user_profile.md
new or changed files under conversations/

4. Extract durable signals:

identity changes
technical preferences
recurring working style
active projects
writing/content direction
explicit instructions for AI agents

5. Present a reviewable proposal grouped by add/update/strengthen/deprecate. 6. Wait for user confirmation before writing memory files. 7. After confirmation, update:

global-claude.md
memory/user_profile.md
logs/dream.md
state/dream-state.json

Do not silently rewrite memory/profile files.

#!/usr/bin/env bash
set -euo pipefail

repo_url="${CONTEXT_HARNESS_REPO_URL:-https://github.com/yinjialu/context-harness.git}"
runtime_dir="${CONTEXT_HARNESS_RUNTIME_DIR:-${XDG_DATA_HOME:-$HOME/.local/share}/context-harness}"
runtime_ref="${CONTEXT_HARNESS_REF:-v0.1.7}"
skip_update="${CONTEXT_HARNESS_BOOTSTRAP_SKIP_UPDATE:-0}"

log() {
  printf '%s\n' "$*" >&2
}

require_command() {
  if ! command -v "$1" >/dev/null 2>&1; then
    log "Missing required command: $1"
    exit 1
  fi
}

require_command git
require_command uv

runtime_parent="$(dirname "$runtime_dir")"
mkdir -p "$runtime_parent"

if [ -e "$runtime_dir" ] && [ ! -d "$runtime_dir/.git" ]; then
  log "Runtime path exists but is not a git checkout: $runtime_dir"
  log "Set CONTEXT_HARNESS_RUNTIME_DIR to another path or move the existing directory."
  exit 1
fi

if [ ! -d "$runtime_dir/.git" ]; then
  log "Cloning context-harness runtime into $runtime_dir"
  git clone "$repo_url" "$runtime_dir" >&2
fi

cd "$runtime_dir"

if [ "$skip_update" != "1" ]; then
  log "Updating context-harness runtime"
  git fetch --tags --prune origin >&2
fi

if [ -n "$runtime_ref" ]; then
  log "Checking out $runtime_ref"
  git checkout --quiet "$runtime_ref"
elif [ "$skip_update" != "1" ]; then
  log "Fast-forwarding current branch"
  git pull --ff-only >&2
fi

log "Preparing Python environment with uv"
uv sync >&2

printf '%s\n' "$runtime_dir"