PaperClipAI/doc/agent-commentary.md

Agent complaints and suggestions

Agents submit incidental feedback into the current instance's agent_commentary table. Complaints preserve a raw reaction; suggestions describe an improvement. Both are free-form, internally attributed records, not anonymous feedback.

Agent entry points

Skill-capable legacy adapters automatically receive complain and suggestion-box alongside the paperclip operational skill, including existing agents with empty optional-skill selections. The shared helper lives in that operational skill at scripts/submit-agent-commentary.mjs. It reads the body from stdin and uses the existing PAPERCLIP_API_URL, PAPERCLIP_API_KEY, PAPERCLIP_COMPANY_ID, and PAPERCLIP_RUN_ID. The helper uses the existing Node.js runtime with no additional dependencies; custom runtimes can call HTTP directly. Sandboxed runs use the callback bridge.

Native runs receive submit_complaint({body, idempotencyKey}) and submit_suggestion({body, idempotencyKey}) in standard, ask, and planning modes. Specialized completion-review runs retain their restricted tool set. Native submission uses the bound authority without a shell or API credential. Submit before finishing the run.

Instructions closely adapt Warp's complain and suggestion-box skills, with their MIT notices included. Paperclip changes the transport, attribution, suggestion form, and size limit. Agents submit proactively when warranted, without routine previews or announcements, then continue working. Answer truthfully if a user asks about feedback or submitted content. Operators can exclude these legacy skills through the existing runtime skill policy. Brevity and at most three suggestions per run are guidance, not server quotas. Do not report the same incident through both paths or retry failed submissions.

HTTP contract

POST /api/companies/:companyId/agent-commentary accepts an authenticated agent and its active run (Authorization: Bearer …, X-Paperclip-Run-Id: …):

{"kind":"suggestion","body":"The tool returned before persistence completed. Wait for the write before returning success.","idempotencyKey":"write-completion-1"}

Only these three fields are accepted. Identity and the optional task reference are server-derived. Board callers cannot impersonate agent feedback. Native runs use their dedicated tools rather than this legacy HTTP path.

Bodies must contain non-whitespace text and may contain up to 524,288 JavaScript string code units, matching ordinary issue documents. No truncation is applied. Existing 10 MiB HTTP and callback bridge request limits remain. Keys are nonempty and at most 240 characters.

Creation returns HTTP 201 with {id, kind, createdAt, replayed:false}. Identical replay in the same company/run returns HTTP 200 with the same ID and timestamp and replayed:true. Conflicting key reuse returns 409. Invalid input returns 400; invalid authority returns 401/403; storage failure returns a sanitized 503. Authorization precedes replay. The helper accepts an optional second argument for a stable key, generating one otherwise. It makes one request with a 10-second HTTP deadline and exits zero on failure with a content-free diagnostic. It never follows redirects with credentials or claims an uncertain write succeeded.

Storage and inspection

Rows contain company, agent, run, nullable issue, kind, body, retry key, payload hash, and timestamp. Known run secrets and credential syntax are redacted before storage; instructions remain essential because redaction cannot guarantee secrecy. Writes and one content-free activity record commit together. Feedback bodies are excluded from HTTP diagnostics and dedicated mutation receipts.

There is no feedback UI, read API, notification, automatic task creation, or external forwarding. This is separate from first-party Telemetry, OpenTelemetry Observability, and the run log. Ordinary provider transcripts can still contain submitted tool arguments; there is no anonymity or ephemeral-storage promise.

Authorized operators inspect the instance database, for example:

SELECT id, kind, body, agent_id, run_id, issue_id, created_at
FROM agent_commentary
WHERE company_id = '<company UUID>'
ORDER BY created_at DESC;

The service enforces company/run ownership. Foreign keys clear the task reference on task deletion and cascade deletion with its run, agent, or company. Normal logical database backups include these rows. No retention scheduler or backfill.

Verification

Focused coverage lives in server/src/__tests__/agent-commentary.integration.test.ts, agent-commentary-helper.test.ts, agent-commentary-skills.test.ts, the shared validator tests, and the HTTP logger and sandbox callback bridge suites. These exercise real PostgreSQL and routes, atomic audit rollback, replay races, authority changes, deletion, default mounts, Unicode, and the exact document-body boundary.

The opt-in live smoke uses existing Codex login credentials, copied to a private temporary home, and a disposable instance database. It calls the real legacy adapter and production native-session executor. It incurs normal provider usage:

node cli/node_modules/tsx/dist/cli.mjs server/scripts/verify-agent-commentary-live.ts

To run the same checks on real Daytona sandboxes, install the standalone provider's dependencies, provide its API key and an immutable image reference, and specify a Linux amd64 runner built from this checkout:

pnpm --dir packages/plugins/sandbox-providers/daytona install --frozen-lockfile
PAPERCLIP_LIVE_ENVIRONMENT=daytona \
PAPERCLIP_LIVE_DAYTONA_ENV_FILE=/path/to/private.env \
PAPERCLIP_LIVE_LINUX_RUNNER=/path/to/linux-amd64/paperclip-runnerd \
PAPERCLIP_LIVE_EVIDENCE_PATH=/tmp/commentary-evidence.json \
node cli/node_modules/tsx/dist/cli.mjs server/scripts/verify-agent-commentary-live.ts

The private env file needs only DAYTONA_API_KEY and PAPERCLIP_E2E_DAYTONA_IMAGE (...@sha256:...). Alternatively, export those variables directly. A positional legacy or native argument selects one path. For a current Linux runner, add an export stage to a temporary copy of the root Dockerfile and build it with --platform linux/amd64 --target commentary-runner-export --output type=local,dest=/tmp/commentary-runner-linux:

FROM scratch AS commentary-runner-export
COPY --from=runner-build /app/packages/paperclip-runner/runner/target/release/paperclip-runnerd /paperclip-runnerd

The smoke calls the production Daytona provider hooks for creation, execution, file transfer, private ingress, and confirmed deletion. Legacy feedback crosses the sandbox queue callback bridge. Native feedback crosses the runner's private WebSocket and live tool authority. The current Linux runner is staged and verified independently of the base image. Fixture setup creates authority; the real agent submits all feedback. This is a focused feedback transport smoke, not a full Runner E2E catalog qualification or browser onboarding test.

Both paths passed locally and on Daytona on 2026-10-06. Each persisted one complaint and one suggestion with company, agent, run, and task attribution; each then wrote the continuation marker. Both exited zero, left task status unchanged, created no task comments, and recorded two content-free activity entries. The script emits the attributed row IDs and timestamps as evidence, optionally saves a JSON report, and deletes its temporary data, credentials, and remote sandboxes. Remote reports are emitted only after confirmed sandbox deletion.

The Daytona verification used base image ghcr.io/paperclipai/paperclip-daytona-runner@sha256:b81a86d5242088f9d832666a411f09da7438d92e99f9962ccf88ebe439cd3b32 and the Linux runner built from abf47b5953d14aa7a8dbf2941460b5df8a4d66c3 (binary SHA-256 c794141152ae2e2986da0df14b01a54e4448949e06ec4031c83bad8a9fff8bac).

Environment	Runner	Complaint row	Suggestion row	Submitted at (UTC)
Local	Legacy Codex	59413a00-1de2-4bb1-bcc6-9c4b54c64aa6	3db2364d-3e15-4f47-846f-875d3902999d	20:35:10
Local	Native Codex	5da22b5f-41df-4de5-8ba0-d9345ab01267	2d5abe17-dd41-403c-a5ee-4729f2d58921	20:35:26–20:35:27
Daytona	Legacy Codex	27c9d0aa-8477-409f-9da0-e8ffa48dee50	209681c9-d1e9-4ce1-999e-48fa07692389	20:33:07–20:33:09
Daytona	Native Codex	6eb001bb-4bcf-43f7-8717-f662f53dc7c3	77c383d8-a997-49e5-a33e-25c70e15c0b2	20:31:54