Rank
70
AI Agents & MCPs & AI Workflow Automation โข (~400 MCP servers for AI agents) โข AI Automation / AI Agent with MCPs โข AI Workflows & AI Agents โข MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Maintains continuity across long-running tasks that span multiple agent sessions. Use when starting or resuming a complex project that spans multiple sessions, or for tasks with many discrete features requiring iterative development. --- name: long-task-harness description: Maintains continuity across long-running tasks that span multiple agent sessions. Use when starting or resuming a complex project that spans multiple sessions, or for tasks with many discrete features requiring iterative development. --- Long Task Harness Structured workflows for maintaining continuity across agent sessions. Addresses the "shift change" problem where context i Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
long-task-harness is best for native workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack
Maintains continuity across long-running tasks that span multiple agent sessions. Use when starting or resuming a complex project that spans multiple sessions, or for tasks with many discrete features requiring iterative development. --- name: long-task-harness description: Maintains continuity across long-running tasks that span multiple agent sessions. Use when starting or resuming a complex project that spans multiple sessions, or for tasks with many discrete features requiring iterative development. --- Long Task Harness Structured workflows for maintaining continuity across agent sessions. Addresses the "shift change" problem where context i
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Tmustier
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 4 GitHub stars reported by the source. Last updated 4/15/2026.
Setup snapshot
git clone https://github.com/tmustier/long-task-harness.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Tmustier
Protocol compatibility
OpenClaw
Adoption signal
4 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
bash
python3 <SKILL_PATH>/scripts/init_harness.py
markdown
> ## Multi-Session Development > > This project uses long-task-harness for session continuity. > At session start or after context reset, invoke the skill at: > <SKILL_PATH> >
bash
python3 <SKILL_PATH>/scripts/read_progress.py # Last 3 sessions python3 <SKILL_PATH>/scripts/read_features.py # Incomplete features git log --oneline -10
markdown
### Session N | YYYY-MM-DD | Commits: abc123..def456 #### Goal [One-liner] #### Accomplished - [x] Task done - [ ] Task carried forward #### Decisions - **[D1]** Decision made - reasoning #### Surprises - **[S1]** Expected X but found Y - implication #### Next Steps 1. Priority task
bash
python3 <SKILL_PATH>/scripts/status_line.py # Compact: S5 | F:3/5 [auth-001] | main (U:2) python3 <SKILL_PATH>/scripts/status_line.py --full # Detailed multi-line python3 <SKILL_PATH>/scripts/status_line.py --json # JSON output
markdown
--- name: warn-console-log enabled: true event: file file_pattern: \\.tsx?$ pattern: console\\.log\\( action: warn --- ๐ **Debug code detected** Remove console.log before committing.
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Maintains continuity across long-running tasks that span multiple agent sessions. Use when starting or resuming a complex project that spans multiple sessions, or for tasks with many discrete features requiring iterative development. --- name: long-task-harness description: Maintains continuity across long-running tasks that span multiple agent sessions. Use when starting or resuming a complex project that spans multiple sessions, or for tasks with many discrete features requiring iterative development. --- Long Task Harness Structured workflows for maintaining continuity across agent sessions. Addresses the "shift change" problem where context i
Structured workflows for maintaining continuity across agent sessions. Addresses the "shift change" problem where context is lost between sessions.
On first invocation, check if .long-task-harness/long-task-progress.md exists in the project.
python3 <SKILL_PATH>/scripts/init_harness.py
This creates a .long-task-harness/ directory containing:
long-task-progress.md - Session history and notesfeatures.json - Feature tracking with pass/fail statusinit.sh - Environment setup script (optional)Check if AGENTS.md (for Codex/Droid/Cursor/Pi) or CLAUDE.md (for Claude Code) contains the harness snippet.
If not, prompt the user:
"I notice this project doesn't have long-task-harness configured for automatic invocation. Would you like me to add the following to [AGENTS.md / CLAUDE.md]?
## Multi-Session Development This project uses long-task-harness for session continuity. At session start or after context reset, invoke the skill at: <SKILL_PATH>Where would you like me to add this?"
Use the actual path where you loaded this skill from for <SKILL_PATH>.
For Claude Code users who want automatic enforcement:
"Would you like to install Claude Code hooks? These will:
- Remind to invoke this skill on session start
- Warn before git commits if
.long-task-harness/long-task-progress.mdnot staged"
If yes: python3 <SKILL_PATH>/scripts/claude_code_install_hooks.py
Note: These hooks are for Claude Code only. Other agents should use AGENTS.md instructions.
If the current agent does not support native hooks (e.g., Codex, Cursor, or other CLI agents), offer an optional repo-local git pre-commit hook. Warn that it affects all commits in the current repository clone.
If yes: python3 <SKILL_PATH>/scripts/precommit_install_hook.py
At the start of each session:
python3 <SKILL_PATH>/scripts/read_progress.py # Last 3 sessions
python3 <SKILL_PATH>/scripts/read_features.py # Incomplete features
git log --oneline -10
Then continue from "Next Steps" in the latest session entry.
.long-task-harness/features.json when features pass tests.long-task-harness/long-task-progress.md before ending session### Session N | YYYY-MM-DD | Commits: abc123..def456
#### Goal
[One-liner]
#### Accomplished
- [x] Task done
- [ ] Task carried forward
#### Decisions
- **[D1]** Decision made - reasoning
#### Surprises
- **[S1]** Expected X but found Y - implication
#### Next Steps
1. Priority task
Surprises indicate model uncertainty and contain information-dense context. If something surprised you, it could trip up the next session (or a different agent). Examples:
auth.py to handle OAuth, but it only does API keys. OAuth is in oauth_provider.py.config.example.yaml.This section is optional but valuable for complex or unfamiliar codebases.
.long-task-harness/long-task-progress.md with session notes| Script | Purpose |
|--------|---------|
| init_harness.py | Initialize project with tracking files in .long-task-harness/ |
| claude_code_install_hooks.py | Install/uninstall Claude Code hooks (prompt-based, triggers on git add) |
| pi_install_hooks.py | Install Pi agent hooks (tool_result modification) |
| precommit_install_hook.py | Install repo-local git pre-commit hook (for Codex, Cursor, etc.) |
| precommit_check.py | Shared pre-commit check logic (warns if progress not staged) |
| read_progress.py | Read sessions (--list, --session N, -n 5) |
| read_features.py | Read features (--feature ID, --json) |
| session_metadata.py | Generate git metadata for session entries |
| status_line.py | Show session status (--full, --json) |
| check_rules.py | Declarative rules for catching issues |
| git_add.py | Git add wrapper with rule checking |
Quick session overview:
python3 <SKILL_PATH>/scripts/status_line.py # Compact: S5 | F:3/5 [auth-001] | main (U:2)
python3 <SKILL_PATH>/scripts/status_line.py --full # Detailed multi-line
python3 <SKILL_PATH>/scripts/status_line.py --json # JSON output
Define rules in .long-task-harness/rules/*.md to catch common issues before they're committed:
---
name: warn-console-log
enabled: true
event: file
file_pattern: \\.tsx?$
pattern: console\\.log\\(
action: warn
---
๐ **Debug code detected**
Remove console.log before committing.
Check operations:
python3 <SKILL_PATH>/scripts/check_rules.py bash "rm -rf /tmp"
python3 <SKILL_PATH>/scripts/check_rules.py file src/app.ts "console.log('test')"
python3 <SKILL_PATH>/scripts/check_rules.py commit
python3 <SKILL_PATH>/scripts/check_rules.py list
python3 <SKILL_PATH>/scripts/check_rules.py init # Create default rules
Events: bash, file, stage, commit, any
Actions: warn (continue), block (exit 1)
Use instead of raw git add to catch issues at staging time:
python3 <SKILL_PATH>/scripts/git_add.py file1.py file2.ts # Stage specific files
python3 <SKILL_PATH>/scripts/git_add.py . # Stage all
python3 <SKILL_PATH>/scripts/git_add.py --check-only . # Preview without staging
python3 <SKILL_PATH>/scripts/git_add.py --force . # Stage despite blockers
This checks file and stage event rules before staging, warns about missing progress updates.
For long projects, use subagents as scouts to find relevant history:
Research the history of [feature/file] in this project.
Return POINTERS (session numbers, file paths, decision refs) - not summaries.
Then read only the specific sessions identified.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/snapshot"
curl -s "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/contract"
curl -s "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation โข (~400 MCP servers for AI agents) โข AI Automation / AI Agent with MCPs โข AI Workflows & AI Agents โข MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | ๐ Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/tmustier-long-task-harness/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/tmustier-long-task-harness/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/tmustier-long-task-harness/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T00:34:36.620Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "native",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:native|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Tmustier",
"href": "https://github.com/tmustier/long-task-harness",
"sourceUrl": "https://github.com/tmustier/long-task-harness",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T04:12:19.679Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T04:12:19.679Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "4 GitHub stars",
"href": "https://github.com/tmustier/long-task-harness",
"sourceUrl": "https://github.com/tmustier/long-task-harness",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T04:12:19.679Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/tmustier-long-task-harness/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub ยท GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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