PrivateAgentSkills
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- Python
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- Mar 17, 2026
- Updated
- Aug 26, 2026
Introduction
Private Agent Skills
This directory is the source-of-truth workspace for privately maintained, harness-agnostic agent skills. The skills follow the standard SKILL.md format and work with any compatible harness, including Codex, Claude Code, and DeepSeek Harness (DSH).
Structure
project-lifecycle-workflow/: route software work across the full lifecycle and choose the right branch workflow.integrated-development-workflow/: orchestrate the complete project workflow with lifecycle routing, method selection, proportional gates, evidence, release, and handoff.construction-plan-system/: build a gated construction-planning system for large multi-phase software work.long-task-planner/: create or normalize a durable task book for long-running work.execution-launch/: convert a finalized plan into a fresh-session full-execution launch brief.session-handoff/: compress current progress into a restart-ready handoff packet.company-lab-2-server/: connect to the internal DGX Spark server through thecompany-labjump host.scripts/sync_skills.ps1: copy selected skills into a target skills root (default$HOME\.codex\skills, overridable with-DestinationRootor theSKILLS_ROOTenvironment variable).scripts/validate_skills.ps1: run the repository-bundledquick_validate.pyagainst selected skills. No agent installation is required.
Current workflow
- Route and execute incoming project work with
$integrated-development-workflow. - For lifecycle branch semantics, preserve and invoke
$project-lifecycle-workflowas the specialist source workflow. - For method-specific practice, invoke
$agentic-project-developmentwhen selected by the integrated workflow. - For large multi-phase work, build or refresh the gated planning system with
$construction-plan-system. - Create or normalize the canonical task book with
$long-task-planner. - Once the plan is fully approved, generate an execution-first launch brief with
$execution-launch. - Execute work and keep the progress ledger current in the canonical progress file.
- Before context pressure or session switching on in-progress work, update the canonical progress file first.
- Generate a restart-ready continuity packet with
$session-handoff.
For a copy-paste Chinese workflow script that chains all three skills, see workflow-playbook-zh.md.
Current skills
integrated-development-workflow
- Purpose: provide the default end-to-end project development entry point, combining lifecycle routing, development-method selection, proportional planning, implementation control, evidence-based verification, review, release, maintenance, and resumable handoff.
- Design: an orchestrator that preserves the capabilities of
project-lifecycle-workflowandagentic-project-development, escalating toconstruction-plan-system,long-task-planner,execution-launch, orsession-handoffas needed. - Main references:
references/stages/references/governance/assets/templates/
project-lifecycle-workflow
- Purpose: route project work across lifecycle phases and branch into the correct execution workflow.
- Best for: project intake, task classification, lifecycle governance, branch selection, and deciding when to escalate into deeper planning.
- Main references:
governance/templates/
construction-plan-system
- Purpose: build a full gated construction-planning system for large software efforts before implementation begins.
- Best for: multi-phase delivery plans, preflight review, long-horizon execution governance, evidence management, and readiness gates.
- Main references:
governance/templates/
long-task-planner
- Purpose: maintain a stable task book for long-running execution.
- Best for: initial planning, normalizing existing governance docs, progress updates, replanning.
- Main references:
references/task-book-template-zh.mdreferences/usage-playbook-zh.md
execution-launch
- Purpose: turn a finalized plan into a one-shot execution brief for a fresh session.
- Best for: approved designs, execution kickoff, reduced mid-task check-ins, Agent Team-first implementation prompts.
- Main references:
references/launch-template-zh.mdreferences/usage-playbook-zh.md
session-handoff
- Purpose: generate a compact, continuity-focused handoff for the next session.
- Best for: context-pressure checkpoints, in-progress session switches, restart prompt generation for unfinished work that already has real execution state.
- Main references:
references/handoff-template-zh.mdreferences/usage-playbook-zh.md
company-lab-2-server
- Purpose: connect through
company-labto the internal DGX Spark server for controlled inspection and development commands. - Best for: environment checks, GPU/CPU/memory inspection, Docker/package discovery, model-training readiness checks, and task-scoped commands under
/home/user02. - Security note: the publishable repository copy does not store the server password; provide it through an approved local-only mechanism such as
DGX_SERVER_PASSWORDor an interactive prompt.
Maintenance
- Edit skill content here first.
- Run
scripts/validate_skills.ps1after changes. - Run
scripts/sync_skills.ps1to refresh the installed copy (default target$HOME\.codex\skills, or pass-DestinationRoot <skills-root>/ setSKILLS_ROOTfor another harness). - Keep skill folders self-contained and avoid adding non-essential files inside each skill directory.
- Save markdown references as UTF-8 to avoid template or prompt corruption in Chinese workflows.
Harness compatibility
The skill bundle uses the standard SKILL.md layout and is harness-agnostic:
- Codex: install into
$CODEX_HOME\skills(default) —agents/openai.yamlprovides invocation metadata. - Claude Code: copy the skill directories into
~/.claude/skills(or a project's.claude/skills). - DeepSeek Harness (DSH): this repository is itself a DSH bundle plugin —
package.jsondeclaresdsh.bundle.patch(→cordis.patch.yml) andindex.jsregisters the seven-skill suite onctx.skills. Once theprivate-agent-skillspackage is published to npm, install it from the DSH plugin market (or the 1024 Store); until then, copy the seven skill directories into~/.dsh/skillsor~/.agents/skills(or a project's.dsh/skills).
Note:
index.jsregisters exactly the seven-suite skills by whitelist. Personal/environment-specific skills in this repository (e.g.company-lab-2-server) are intentionally not part of the published bundle.
The agents/openai.yaml files are optional Codex metadata; harnesses without that convention ignore them and the bundle still validates.
Install the integrated workflow bundle
The integrated workflow depends on six companion skills. Install the supported bundle instead of copying only integrated-development-workflow.
git clone https://github.com/MikumikuDAIFans/PrivateAgentSkills.git
Set-Location PrivateAgentSkills
# Optional: target a specific harness skills root (default: $CODEX_HOME\skills or $HOME\.codex\skills)
powershell -ExecutionPolicy Bypass -File .\scripts\install_integrated_workflow.ps1 -DestinationRoot "$HOME\.claude\skills"
If an older copy is already installed, add -Force. The installer copies exactly the seven required skill directories into the destination root (resolution order: -DestinationRoot, SKILLS_ROOT environment variable, $CODEX_HOME\skills, $HOME\.codex\skills). It then validates skill names, dependencies, and representative routing cases. Restart the agent harness (or start a new session) after installation.