session-workflow
Skill16 starsChanged 2 months agoMITView on GitHub
Manage gateway bookkeeping and provider-native conversation continuity across Claude, Codex, Gemini, Grok, Mistral, Devin, and Cursor. Use for multi-turn work, session inspection, and safe resume decisions.
1 other project uses a version of this.
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- rloisell/rl-agents-n-skillstheir own version, first seen Jun 5, 2026
Other versions1 project uses a version of this.
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- rloisell/rl-agents-n-skills★ 8same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository19 other files it gives its agents.
- site/agents.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- site/llms.txtllms.txt
- async-job-orchestrationSkill
- implement-review-fixSkill
- least-cost-routingSkill
- multi-llm-reviewSkill
- personal-agent-config-kitSkill
- provider-claudeSkill
- provider-codexSkill
- provider-cursorSkill
- provider-devinSkill
- provider-geminiSkill
- provider-grokSkill
- provider-mistralSkill
- public-demo-sessionSkill
- retrospective-walkSkill
- secure-orchestrationSkill
- supply-chain-guardSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
14 rules. About 0 are common, 4 are distinctive, and 10 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
This author's own choices. Worth a look.
10
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 22
Before using a provider-specific session field, query:
- Very specific: line 34
Use a native sessionId only when it came from that provider or was supplied by the caller as a verified native handle.
- Very specific: line 51
All non-Claude providers use approvalStrategy:"legacy".
- Very specific: line 57
When a user explicitly authorizes full provider permissions and native MCP access for review, follow multi-llm-review's full-access …
- Very specific: line 64
Do not rely on continuity for the grant.
- Distinctive: line 76
Create a gateway record when you need description, active-pointer, cache projection, or local workflow organization:
- Distinctive: line 86
Treat the returned ID as gateway metadata.
- Very specific: line 140
Use explicit workingDir for Claude, Grok, Mistral, and Devin.
- Very specific: line 141
Use workingDir for a fresh Codex session.
- Very specific: line 145
Use workingDir for Gemini's target checkout.
- Very specific: line 147
Use workingDir for Cursor's process cwd.
- Very specific: line 187
When async tools are registered, a sync call may return a deferred job.
- Distinctive: line 192
Do not impose a review deadline or arbitrary review round count because a session is involved.
- Very specific: line 214
Use session_delete({sessionId:"..."}) for an obsolete bookkeeping record and session_clear_all({cli:"..."}) only when the caller wants to …
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Session Workflow
Separate gateway bookkeeping from native provider continuity. session_create,
session_list, session_set_active, and session_get manage gateway metadata;
they do not create or prove a provider-native conversation. Never pass a
gateway-generated ID to a provider as though it were a native handle.
For a review session, dispatch requests through the local stdio gateway MCP surface. A session does not authorize a direct provider CLI, connector/shadow gateway, or shell fallback.
Discover before resuming
Before using a provider-specific session field, query:
provider_tool_capabilities({cli:"claude"})
provider_tool_capabilities({cli:"codex"})
provider_tool_capabilities({cli:"gemini"})
provider_tool_capabilities({cli:"grok"})
provider_tool_capabilities({cli:"mistral"})
provider_tool_capabilities({cli:"devin"})
provider_tool_capabilities({cli:"cursor"})Use a native sessionId only when it came from that provider or was supplied by
the caller as a verified native handle. A fresh gateway session often uses a
gw-* bookkeeping ID. It is not resumable for Codex, Grok, Mistral, Devin, or
Cursor, and must never be replayed to Gemini either.
Native continuity matrix
| Provider | Native resume | Important boundary |
| Claude | sessionId maps to --session-id; continuation maps to --continue. | Managed native continuation is a high-risk posture input requiring an approval decision and LLM_GATEWAY_APPROVAL_ALLOW_BYPASS=1. |
| Codex | Real Codex UUID maps to codex exec resume <UUID>; resumeLatest:true resumes a previous session through --last. | Do not rely on the resumed cwd or on which session --last selects (#258). Use a real UUID for a specific Codex session. Resume drops sandboxMode and fullAuto, though configOverrides can still set sandbox_mode. |
| Gemini | A caller-owned Antigravity conversation ID maps to --conversation; resumeLatest:true maps to --continue. | Fresh launches do not produce a reusable native ID. Check resumable:true; never replay gw-*. |
| Grok | Native ID maps to --resume; resumeLatest:true maps to --continue. | A fresh gw-* ID is bookkeeping only. Cwd affects --continue context. |
| Mistral | Native ID maps to --resume; resumeLatest:true maps to --continue. | A fresh gw-* ID is bookkeeping only. Vibe session logging defaults on; doctor --json flags only explicit [session_logging] enabled = false. |
| Devin | Native ID maps to --resume; resumeLatest:true maps to --continue. | A fresh gw-* ID is bookkeeping only. Use workingDir or workspace to bind the selected cwd. |
| Cursor | Native chat/session ID maps to --resume; resumeLatest:true maps to --continue. | A fresh gw-* ID is bookkeeping only. Use workingDir for its checkout, or a verified workspace. |
All non-Claude providers use approvalStrategy:"legacy"; they reject
Claude-only mcp_managed and ignore approvalPolicy. mcp_managed is usable
only with Claude and its request-scoped gateway-owned MCP configuration.
Explicit full-access review sessions
When a user explicitly authorizes full provider permissions and native MCP
access for review, follow multi-llm-review's full-access protocol instead of
the safe examples below. Build and launch a fresh target-checkout stdio gateway
with node dist/index.js --transport=stdio; do not use a globally installed
gateway whose revision is unknown. Reapply the provider-native full-access
mapping on every new job and verify it through the live capability surface.
Do not rely on continuity for the grant. In particular, the gateway drops
sandboxMode on a Codex resume, so you cannot select a posture that way, and
the resumed posture is not guaranteed to match the original either:
configOverrides still passes through and Codex re-resolves configuration on a
cold resume. A full-access Codex review therefore needs a fresh native session. Keep ambient provider MCP configuration available, do
not turn request tool/MCP lists into an asserted allowlist, and record the
exact base, diff or changed-file list, verification report, and durable job
evidence with every review iteration. If the user requests 90-second progress
checks, do not poll earlier than that cadence.
Gateway bookkeeping sessions
Create a gateway record when you need description, active-pointer, cache projection, or local workflow organization:
session_create({cli:"claude",description:"Refactor auth module",setAsActive:true})
session_list({cli:"claude"})
session_get({sessionId:"<gateway-session-id>"})
session_set_active({cli:"claude",sessionId:"<gateway-session-id>"})Treat the returned ID as gateway metadata. Pair it with a separately verified native handle if you want provider continuation. Do not assume an active gateway session causes Codex, Gemini, Grok, Mistral, Devin, or Cursor to resume a provider conversation.
Safe request examples
Gateway tool calls:
claude_request({
prompt:"Continue the approved task.",
sessionId:"<verified-claude-id>",
approvalStrategy:"legacy"
})
codex_request({
prompt:"Continue the approved task.",
resumeLatest:true,
approvalStrategy:"legacy"
})
gemini_request({
prompt:"Continue the approved task.",
sessionId:"<caller-owned-antigravity-conversation>",
workingDir:"<repo>",
approvalStrategy:"legacy"
})
grok_request({prompt:"Continue.",resumeLatest:true,workingDir:"<repo>",approvalStrategy:"legacy"})
mistral_request({prompt:"Continue.",resumeLatest:true,workingDir:"<repo>",approvalStrategy:"legacy"})
devin_request({prompt:"Continue.",resumeLatest:true,workingDir:"<repo>",approvalStrategy:"legacy"})
cursor_request({prompt:"Continue.",resumeLatest:true,workingDir:"<repo>",approvalStrategy:"legacy"})Codex resumeLatest is UNDER REVIEW (#258): --last is cwd-filtered upstream
unless --all is passed, which the gateway does not emit, and the child is
still spawned with the gateway-resolved cwd. Do not rely on which session it
selects or on the resumed working directory. To target a specific native
session, pass its verified real Codex UUID as sessionId.
For Codex, start source inspection with sandboxMode:"read-only"; use
workspace-write only if the work needs write-producing commands. Do not use
new fullAuto:true examples. On a Codex resume, sandboxMode and fullAuto
are not emitted, so neither can select a posture there; configOverrides can
still set sandbox_mode. Start a fresh native session when the posture must be
known.
Target and concurrency discipline
Native session state is contextual. Verify the repository/workspace and cwd before every resume, especially when multiple workstations or repositories run simultaneously:
- Use explicit
workingDirfor Claude, Grok, Mistral, and Devin. - Use
workingDirfor a fresh Codex session. Do not assume it leavesresumeLatestunaffected:--lastis cwd-filtered upstream and the child is still spawned with the gateway-resolved cwd, so it can influence which session is selected. Use a verified real Codex UUID to target a specific session. - Use
workingDirfor Gemini's target checkout.includeDirsremains an extra read path and still does not select cwd. - Use
workingDirfor Cursor's process cwd. Itsworkspaceis a separate Cursor-native selector (a saved-workspace name, a.code-workspacefile, or a directory), so passing both an absolute workspace path and a differentworkingDiris rejected rather than silently ranked.
For providers whose latest-session selection is cwd-scoped, an unscoped local
CLI child runs in a fresh neutral temporary directory, not the gateway
repository. Their cwd-scoped resumeLatest therefore fails closed unless
workingDir, workspace, or a configured default workspace supplies a stable
target. Codex was documented as the exception, on the basis that resumeLatest
selects a globally latest session. Do not rely on that either (#258): --last is
cwd-filtered upstream and the child is still spawned with the gateway-resolved
cwd. Verify it, or start a fresh session when the target must be certain.
The gateway's cache/session metadata does not prove that a provider resumed the intended repository. Record the native handle, selected target, provider, and commit/diff evidence together.
Cache-aware turns
Claude, Codex, Gemini, Grok, and Mistral accept either prompt or structured
promptParts. Devin and Cursor accept only flat prompt. Keep the stable
system/tools/context prefix byte-identical only where promptParts is
supported, and retain a canonical flat equivalent for the other two providers.
claude_request({
promptParts:{system:"<stable>",context:"<stable spec>",task:"Follow-up task"},
sessionId:"<verified-claude-id>",
approvalStrategy:"legacy"
})prompt and promptParts are mutually exclusive. cache-state://global,
cache-state://session/{sessionId}, and cache-state://prefix/{hash} contain
token/hash aggregates, not prompt/response text. A shared prefix hash is not
evidence that every provider hit an equivalent cache.
Async and review continuity
When async tools are registered, a sync call may return a deferred job. Poll
with llm_job_status and read llm_job_result once terminal. SQLite/PostgreSQL
job results survive restarts; acknowledged memory is ephemeral; backend none
does not register async/job tools.
Do not impose a review deadline or arbitrary review round count because a
session is involved. A mandatory review remains incomplete until every required
reviewer returns an evidence-backed unconditional approval. A provider failure
must be repaired/retried or reported INCOMPLETE/BLOCKED, never skipped.
Personal Agent Config Kit
Kit mode is local-only, supports only Claude/Codex/Mistral, requires healthy
SQLite/PostgreSQL durable admission, and retires native continuation after a
gateway restart. It disables validation and least-cost routing. Use
explain_effective_config before consequential Kit work. If effective Kit caps
constrain an exhaustive review, do not claim an unconditional/complete review
without an approved uncapped profile or explicit user direction.
explain_effective_config({workingDir:"<repo>"}) can inspect a candidate Kit
scope. Do not pass that workingDir to a Claude or Mistral Kit request: Kit rejects
it before compiling context. Select that Kit target through an already
configured registered workspace alias or the configured default workspace. It
never inherits the gateway process cwd.
Cleanup
Use session_delete({sessionId:"..."}) for an obsolete bookkeeping record and
session_clear_all({cli:"..."}) only when the caller wants to clear that
gateway metadata. Neither command deletes a provider-native conversation.
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