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SKILL verified MIT Self-run

Profile Dreamer

skill-yinjialu-context-harness-profile-dreamer · by yinjialu

Review context-harness conversation archives and propose durable memory/profile updates. Use when the user asks to dream, update memory, refresh their profile, extract personal context from conversations, or maintain the context-harness memory loop.

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Install

$ agentstack add skill-yinjialu-context-harness-profile-dreamer

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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● 20d ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming — see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps — measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

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 the latest released tag, 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 in this order:
  • the user's explicit path, if provided
  • CONTEXT_HARNESS_HOME, if set
  • the [paths].context_home value in ~/.context-harness/config.toml, if present
  • otherwise ~/.context-harness
  1. Read:
  • state/dream-state.json
  • global-claude.md
  • memory/user_profile.md
  • new or changed files under conversations/
  1. Extract durable signals:
  • identity changes
  • technical preferences
  • recurring working style
  • active projects
  • writing/content direction
  • explicit instructions for AI agents
  1. Present a reviewable proposal grouped by add/update/strengthen/deprecate.
  2. Wait for user confirmation before writing memory files.
  3. After confirmation, update:
  • global-claude.md
  • memory/user_profile.md
  • logs/dream.md
  • state/dream-state.json

Do not silently rewrite memory/profile files.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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