agentCLAWHUBUnverified
context-map
Generates a compressed project context map to avoid expensive Read/Grep calls. Use at session start or before implementing features in an unfamiliar codebase Skill: context-map Owner: athola Summary: Generates a compressed project context map to avoid expensive Read/Grep calls. Use at session start or before implementing features in an unfamiliar codebase Tags: latest:1.9.19 Version history: v1.9.19 | 2026-08-26T13:09:55.906Z | user Release v1.9.19 v1.9.17 | 2026-07-30T05:32:16.564Z | user Release v1.9.17 v1.9.16 | 2026-07-14T19:49:04.813Z | user Release v1.9.16 v1.9.15 |
OpenClaw
Rank
62
Safety
84
Downloads
1.2k
Updated
Oct 11, 2026
Version
1.9.19
Source
CLAWHUB
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. Last updated 10/11/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Clawhubvendor · observed Oct 11, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 11, 2026
- Adoption signal
- 1.2K downloadsadoption · observed Oct 11, 2026
- Latest release
- 1.9.19release · observed Aug 26, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
clawhub skill install s17emme0e2m3cpf7k2jvp3a84984b8z9:nm-conserve-context-map- Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-conserve-context-map/snapshot"
Documentation
CLAWHUB
54,026 characters of source documentation, loaded on request.
Extracted files
3 files captured from the source.
SKILL.md
---
name: context-map
description: |
Generates a compressed project context map to avoid expensive Read/Grep calls. Use at session start or before implementing features in an unfamiliar codebase
version: 1.9.8
triggers:
- context
- scanning
- token-conservation
- exploration
- import-graph
- routes
metadata: {"openclaw": {"homepage": "https://github.com/athola/claude-night-market/tree/master/plugins/conserve", "emoji": "\ud83e\udd9e"}}
source: claude-night-market
source_plugin: conserve
---
> **Night Market Skill** — ported from [claude-night-market/conserve](https://github.com/athola/claude-night-market/tree/master/plugins/conserve). For the full experience with agents, hooks, and commands, install the Claude Code plugin.
# Context Map
Generate a compressed context map for the current project.
The map pre-compiles structural knowledge that AI assistants
would otherwise discover through expensive Read/Grep calls,
saving thousands of tokens per session.
## When to Use
- At the start of a session to understand project layout
- Before implementing features to identify entry points
- When exploring an unfamiliar codebase
- To reduce token waste from Read calls
- To identify hot files (high blast radius) before changes
## What It Detects
| Category | Description |
|----------|-------------|
| Structure | Directory layout with file counts and languages |
| Dependencies | Multi-ecosystem: Python, Node, Rust, Go, Java |
| Frameworks | Framework detection from dependency analysis |
| Entry Points | main.py, index.ts, CLI scripts, etc. |
| **Import Graph** | File-to-file import relationships |
| **Hot Files** | Files imported by 3+ others (high blast radius) |
| **Routes** | FastAPI, Flask, Express, Hono API endpoints |
| **Env Vars** | Environment variable references with defaults |
| **Middleware** | Auth, CORS, rate-limit, logging patterns |
| **Models/Schemas** | SQLAlchemy, Django, Pydantic, Prisma definitions |
| **Token Savings** | Estimated tokens saved vs manual exploration |
## Procedure
1. Run the scanner on the project root:
```bash
PYTHONPATH="$(find . -path '*/conserve/scripts' -type d \
-print -quit 2>/dev/null || \
echo 'plugins/conserve/scripts')" \
python3 -m context_scanner .
```
2. Present the output to the user as the project overview.
3. Use the context map to guide subsequent file reads.
Prioritize hot files and entry points first.
## Options
### Output
- `--format json` for structured output
- `--max-tokens N` to adjust output size (default: 5000)
- `--output FILE` to save to a file
### Modes
- `--blast FILE` to show blast radius for a specific file
- `--section NAME` to output a single section
(routes, deps, env, hot-files, models, structure,
middleware, frameworks)
- `--wiki-only` to generate wiki articles without stdout
### Opt-out
- `--no-cache` to force a fresh scan
- `--no-wiki` to skip wiki article generation
## Wiki Articles
The scanner generates per-topic knowledge articles i_meta.json
{
"ownerId": "kn7d107jg9jv602h9ytsegydq184a42s",
"slug": "nm-conserve-context-map",
"version": "1.9.19",
"publishedAt": 1787749795906
}skill-card.md
## Description: Generates a compressed project context map to avoid expensive Read/Grep calls. This skill is ready for commercial/non-commercial use. ## Publisher: [athola](https://clawhub.ai/user/athola) ### License/Terms of Use: MIT-0 ## Use Case: Developers and coding agents use this skill at the start of a session or before feature work to summarize repository structure, dependencies, entry points, imports, routes, environment variables, and high-blast-radius files. ### Deployment Geography for Use: Global ## Known Risks and Mitigations: Risk: The documented scanner command can execute Python code from the repository being scanned, which is unsafe for untrusted repositories. Mitigation: Use the skill only on repositories you trust, or change the invocation to use a fixed, verified scanner path outside the target project. Risk: The scanner may generate .codesight/ files during analysis. Mitigation: Review or disable .codesight/ file generation when read-only analysis is required. Risk: Broad automatic activation can run the scanner in contexts where repository trust has not been established. Mitigation: Narrow triggers or require explicit user confirmation before running the scanner on unfamiliar projects. ## Reference(s): - [ClawHub skill page](https://clawhub.ai/athola/skills/nm-conserve-context-map) - [Project homepage](https://github.com/athola/claude-night-market/tree/master/plugins/conserve) ## Skill Output: **Output Type(s):** [Markdown, JSON, Files, Shell commands, Guidance] **Output Format:** [Markdown project overview or JSON scanner output, with optional .codesight Markdown files] **Output Parameters:** [1D] **Other Properties Related to Output:** [Supports section-specific output, blast-radius checks, token-budget limiting, cache control, and optional wiki article generation.] ## Skill Version(s): 1.9.19 (source: server release metadata) ## Ethical Considerations: Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
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{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Clawhub",
"href": "https://clawhub.ai/athola/skills/nm-conserve-context-map",
"sourceUrl": "https://clawhub.ai/athola/skills/nm-conserve-context-map",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-11T04:26:00.703Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-conserve-context-map/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-conserve-context-map/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-11T04:26:00.703Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1.2K downloads",
"href": "https://clawhub.ai/athola/nm-conserve-context-map",
"sourceUrl": "https://clawhub.ai/athola/nm-conserve-context-map",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-11T04:26:00.703Z",
"isPublic": true
},
{
"factKey": "latest_release",
"category": "release",
"label": "Latest release",
"value": "1.9.19",
"href": "https://clawhub.ai/athola/nm-conserve-context-map",
"sourceUrl": "https://clawhub.ai/athola/nm-conserve-context-map",
"sourceType": "release",
"confidence": "medium",
"observedAt": "2026-08-26T13:09:55.906Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-conserve-context-map/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-athola-nm-conserve-context-map/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": [
{
"eventType": "release",
"title": "Release 1.9.19",
"description": "Release v1.9.19",
"href": "https://clawhub.ai/athola/nm-conserve-context-map",
"sourceUrl": "https://clawhub.ai/athola/nm-conserve-context-map",
"sourceType": "release",
"confidence": "medium",
"observedAt": "2026-08-26T13:09:55.906Z",
"isPublic": true
}
]
}Record generated Oct 11, 2026.